8 valid portfolios
No invalid parsed submissions are published for the public run.
Round audit packet
One-month market allocation evaluation round.
11 public audit hashes are available.
8 valid model portfolios.
0 starting-price rows published.
Scores publish after 2026-09-10 prices are available.
This round has saved inputs and model portfolios. Benchmark results remain unavailable until ending prices are collected.
No invalid parsed submissions are published for the public run.
v2.1 is preserved exactly as the model-facing list.
Portfolio return, S&P 500 return, maximum possible return, CapitalBench context, and regret publish after scoring.
11 artifacts published.
official-v2-2-all-monthly-20260809-clean
34,242 shared prompt characters.
Benchmark result rows remain withheld until the exit close is priced.
Each model has equal weight. This shows the combined portfolio created by averaging all valid model portfolios in this monthly round.
S&P 500 (SPY)
Combined average allocation to the three largest assets.
Higher means model capital was spread across more assets.
Once at least one post-entry price snapshot exists, this chart tracks each saved model portfolio against S&P 500 from the round start date. It is interim research context, not the final score.
At least one price snapshot after the start date is required before interim performance is shown.
The shared packet below is the prompt body common to every model call. Each provider call appends a small model-specific identifier block shown after the artifacts.
# CapitalBench portfolio-v2.2 Task
You are participating in an offline, time-resolved CapitalBench evaluation round. Every model receives the same frozen information and makes one single-turn, non-agentic decision without tools, browsing, retrieval, or follow-up.
Your objective is to allocate 100% across the allowed options to maximize expected realized portfolio return over the close-to-close one-month scoring window. The official comparison is the S&P 500 (SPY): alpha equals portfolio return minus SPY return. A 100% SPY portfolio is valid when no active option has a stronger base-case forecast.
Use only facts and mechanical market data supplied in this input. You may use internal learned knowledge and general priors, but do not intentionally rely on facts, prices, news, or events after the research cutoff. Treat section order, mention count, option order, and table order as neutral presentation choices rather than recommendation signals.
Price history is descriptive, not a forecast. Test both continuation and reversal for every finalist. A recent winner needs independent support in the supplied briefing or an explicitly stated weak-evidence caveat. Optimize for the stated horizon only.
Complete the decision in this order:
1. Assess SPY and 5-7 additional finalists, for a total candidate ledger of 6-8 unique options.
2. Include SPY in the ledger and span at least four listed economic-exposure clusters.
3. Give every candidate a low, base, and high return forecast in percentage points, with low <= base <= high.
4. Record concise supplied evidence, the continuation case, reversal case, time-window catalyst, and invalidation condition for every candidate. Keep rejected finalists in the ledger.
5. Select only active holdings whose base forecast is greater than SPY's base forecast. CASH is not an active holding. If no active option clears that hurdle, use SPY and/or CASH.
6. Construct the final 1-5 holding portfolio in the stated allocation increments. Outside SPY and CASH, no economic-exposure cluster may exceed the round's stated maximum.
7. Set each holding's expected_return_pct equal to that candidate's base forecast. Calculate the weighted portfolio base return and expected alpha versus SPY.
Return only valid JSON. Do not include markdown, citations, prose, or commentary outside the JSON.
Required JSON format:
{
"round_id": "<round_id>",
"model_id": "<model_id>",
"provider": "<provider>",
"mode": "closed_capability",
"candidate_ledger": [
{
"option_id": "<allowed option ID>",
"decision": "selected or rejected",
"forecast_low_pct": <number>,
"forecast_base_pct": <number>,
"forecast_high_pct": <number>,
"evidence": ["<1-3 concise facts from the supplied input>"],
"continuation_case": "<what supports continuation>",
"reversal_case": "<what could reverse the signal>",
"time_window_catalyst": "<catalyst before the exit close, or none identified>",
"invalidation_condition": "<observable condition that would invalidate the case>"
}
],
"portfolio": [
{
"option_id": "<selected candidate option ID>",
"allocation_pct": <integer percentage>,
"expected_return_pct": <same number as candidate forecast_base_pct>,
"time_window_catalyst": "<same time-window catalyst>",
"invalidation_condition": "<same invalidation condition>",
"rationale": "<brief holding-level rationale>"
}
],
"benchmark_expected_return_pct": <SPY base forecast>,
"portfolio_expected_return_pct": <weighted portfolio base forecast>,
"expected_alpha_vs_sp500_pct": <portfolio forecast minus SPY forecast>,
"confidence": <probability from 0 to 1 that the portfolio beats SPY>,
"portfolio_rationale": "<1-3 concise sentences>",
"rationale_summary": "<1-3 concise sentences>",
"key_risks": ["<risk 1>", "<risk 2>"]
}
Rules:
- candidate_ledger must contain 6-8 unique allowed option IDs, include SPY, and span at least four economic-exposure clusters.
- candidate forecasts are percentage points, so 1.25 means +1.25%.
- candidate evidence must refer only to the supplied input and must not contain URLs.
- portfolio must contain exactly the candidates marked selected; all other ledger candidates must be marked rejected.
- portfolio allocations must be whole integers in the stated increment and sum to exactly 100.
- selected non-SPY, non-CASH holdings must have a base forecast strictly greater than the SPY base forecast.
- no non-SPY, non-CASH economic-exposure cluster may exceed the stated cap.
- benchmark_expected_return_pct must equal the SPY candidate's base forecast.
- portfolio_expected_return_pct must equal the allocation-weighted holding forecasts.
- expected_alpha_vs_sp500_pct must equal portfolio_expected_return_pct minus benchmark_expected_return_pct.
- confidence is the probability that the submitted portfolio beats SPY over this scoring window; do not use confidence to change allocation size.
- key_risks must contain 2-5 concrete risks.
- Do not include a second portfolio, backup allocation, financial-advice disclaimer, or extra field.
## Round Metadata
- Round ID: CB-2026-08-09-1M
- Decision date: 2026-08-09
- Research cutoff UTC: 2026-08-10T03:04:55Z
- Decision deadline UTC: 2026-08-10T13:25:00Z
- Horizon: one month
- Entry date: 2026-08-10
- Exit date: 2026-09-10
- Entry rule: Use the Monday, August 10, 2026 adjusted close supplied in prices/entry_prices.csv.
- Exit rule: Use the Thursday, September 10, 2026 adjusted close supplied in prices/exit_prices.csv.
- Scoring benchmark: S&P 500 / SPY
- Return calculation: adjusted close prices are used when available.
## Briefing
# CapitalBench Fixed-Fact Briefing — August 9, 2026
Research cutoff: 2026-08-10T03:04:55Z (11:04:55 p.m. EDT, Sunday, August 9). The latest completed U.S. market session was Friday, August 7.
This briefing provides fixed factual datapoints only. It does not rank, recommend, analyze, or map facts to CapitalBench options. Inclusion, order, grouping, and row count are not evidence of expected return. A mechanical full-universe price, risk, and benchmark-relative appendix follows this briefing in the model input.
## Labor and economic activity
- The Bureau of Labor Statistics reported that July nonfarm payroll employment changed by -23,000 and the unemployment rate was 4.1%. Local-government education employment fell 50,000, retail employment fell 19,000, and health-care employment continued to trend up.
- BLS revised May payroll growth from +129,000 to +63,000 and June growth from +57,000 to +20,000, a combined downward revision of 103,000.
- July average hourly earnings for private nonfarm employees were $37.62, up $0.02 in the month and 3.2% over 12 months. The average workweek was 34.3 hours.
- BLS reported 7.4 million job openings in June, 5.3 million hires, 5.4 million total separations, 3.2 million quits, and 1.8 million layoffs and discharges. May openings were revised down by 57,000 to 7.5 million.
- The preliminary BLS estimate put second-quarter nonfarm-business productivity growth at a 1.4% annual rate, output growth at 1.7%, hours growth at 0.3%, and unit-labor-cost growth at 1.3%. Real hourly compensation fell at a 3.1% annual rate.
- The BEA advance estimate put second-quarter real GDP growth at a 1.5% annual rate after 2.1% in the first quarter. Real final sales to private domestic purchasers grew 3.9% annualized.
- ISM reported a July Services PMI of 54.1, business activity of 59.1, new orders of 57.2, employment of 47.4, and supplier deliveries of 52.8.
- The Census Bureau's June advance retail-sales estimate was $768.6 billion, up 0.2% month over month and 6.7% year over year. The reported margins of error were ±0.4 percentage point and ±0.5 percentage point, respectively. May monthly growth was revised from 0.9% to 1.0%.
## Inflation, spending, and monetary policy
- BLS reported that headline CPI fell 0.4% in June and rose 3.5% over 12 months. Core CPI was unchanged in June and rose 2.6% over 12 months. Energy fell 5.7% in June and was 15.7% above a year earlier.
- BLS reported that final-demand PPI fell 0.3% in June and rose 5.5% over 12 months. Final-demand goods fell 1.4%, services rose 0.2%, and final demand excluding food, energy, and trade services rose 0.1% in June and 5.1% over 12 months.
- BEA reported that June personal income rose 0.2%, disposable personal income rose 0.2%, nominal consumer spending rose 0.3%, and real consumer spending rose 0.4%. The personal saving rate was 2.7%.
- The June PCE price index fell 0.1% and rose 3.7% over 12 months. Core PCE prices rose 0.1% in June and 3.3% over 12 months.
- BLS reported that June import prices rose 0.3% and 7.1% over 12 months; export prices fell 0.6% in June. Fuel-import prices fell 0.4% in June and were 44.1% above a year earlier.
- On July 29, the FOMC voted 9-3 to keep the federal-funds target at 3.50%-3.75%. The statement characterized activity as expanding at a solid pace, inflation as elevated relative to 2%, and uncertainty as elevated partly because of the Middle East conflict. Three voters preferred a 25-basis-point increase.
## Completed market facts through August 7
- The S&P 500 closed August 7 at a record 7,757.64, up 0.6% for the session and 3.6% for the week. The Dow closed at 54,036.93, up 0.3% for the session and 3.0% for the week. The Nasdaq Composite closed at 26,690.62, up 1.3% for the session and 5.2% for the week. The Russell 2000 closed at 3,034.49, up 1.1% for the session and 3.5% for the week.
- U.S. Treasury constant-maturity yields on August 7 were 3.87% at 3 months, 4.01% at 1 year, 4.19% at 2 years, 4.35% at 5 years, 4.65% at 10 years, and 5.19% at 30 years.
- Treasury real constant-maturity yields on August 7 were 2.13% at 5 years, 2.25% at 7 years, 2.40% at 10 years, 2.75% at 20 years, and 2.96% at 30 years.
- Associated Press reported Brent crude at $83.55 per barrel on August 7, up 1.3% for the session. AP reported that the U.S.-Iran conflict continued to restrict oil flows and that arrangements to reopen the Strait of Hormuz remained unresolved.
## Scheduled events
All times are Eastern. Calendar entries are scheduled events, not forecasts of the reported values.
### Through the August 17 close
- August 12, 8:30 a.m.: July CPI and real earnings; 10:00 a.m.: July business-formation statistics.
- August 13, 8:30 a.m.: July PPI.
- August 14, 8:30 a.m.: July advance retail sales; 10:00 a.m.: June manufacturing-and-trade inventories and sales.
### Additional events through the September 10 close
- August 18, 8:30 a.m.: July import/export prices and July housing starts and permits; 9:15 a.m.: July industrial production and capacity utilization.
- August 19, 2:00 p.m.: minutes of the July 28-29 FOMC meeting.
- August 20, 10:00 a.m.: second-quarter advance services report.
- August 21, 10:00 a.m.: July state employment and unemployment.
- August 25, 10:00 a.m.: July new-home sales.
- August 26, 8:30 a.m.: second estimate of Q2 GDP and corporate profits; July personal income and outlays; July durable-goods advance report.
- August 27, 8:30 a.m.: July advance economic indicators.
- August 27-29: Kansas City Fed Jackson Hole Economic Policy Symposium; announced theme: “Financial Innovation: Implications for Payments and Policy.”
- August 28, 10:00 a.m.: Q1 county employment and wages and March 2026 preliminary CES benchmark estimates.
- September 1, 10:00 a.m.: July JOLTS and August ISM Manufacturing PMI.
- September 3, 8:30 a.m.: revised Q2 productivity and July U.S. international trade; 10:00 a.m.: August ISM Services PMI.
- September 4, 8:30 a.m.: August employment situation.
- September 7: scheduled U.S. exchange closure for Labor Day.
- September 10, 8:30 a.m.: August PPI.
## Estimate and status notes
- The July employment release is subject to later revisions; BLS described the payroll and unemployment-rate changes as little changed.
- The Q2 GDP figures are an advance estimate; the second estimate is scheduled for August 26.
- The Q2 productivity figures are preliminary; the revision is scheduled for September 3.
- ISM figures are survey diffusion indexes. Census advance retail sales include the stated sampling margins and are not adjusted for price changes.
- The reported Strait of Hormuz arrangements were unresolved at the cutoff.
This briefing is factual and non-prescriptive. The separate mechanical appendix is complete, descriptive, and sorted in frozen option order; its placement and values are not recommendations.
## Options
Allowed option:
ID: CASH
Name: Cash / Do Not Invest
Symbol: N/A
Asset class: cash
Category: cash
Group: cash
Risk bucket: cash
Description: Cash position with no market exposure. Return is treated as 0 unless a round explicitly defines a cash yield proxy.
Allowed option:
ID: SHORT_TREASURY
Name: Short-Term Treasury Bills
Symbol: BIL
Asset class: cash_like
Category: treasury_bills
Group: cash_and_short_duration
Risk bucket: low
Description: Short-term US Treasury bill exposure. Typically used as a cash-like proxy with low duration risk.
Allowed option:
ID: SP500
Name: S&P 500
Symbol: SPY
Asset class: equity
Category: broad_us_equity
Group: us_broad_market
Risk bucket: medium
Description: Broad US large-cap equity exposure. Represents large publicly traded US companies across multiple sectors.
Allowed option:
ID: TOTAL_US_MARKET
Name: Total US Stock Market
Symbol: VTI
Asset class: equity
Category: broad_us_equity
Group: us_broad_market
Risk bucket: medium
Description: Broad exposure to the total US equity market, including large-, mid-, and small-cap companies. Useful as a diversified US equity proxy.
Allowed option:
ID: NASDAQ100
Name: Nasdaq 100
Symbol: QQQ
Asset class: equity
Category: growth_equity
Group: us_growth_and_technology
Risk bucket: high
Description: Large-cap, growth-oriented US equity exposure with heavy weights in technology and communication services. Sensitive to mega-cap earnings, rates, and growth-stock sentiment.
Allowed option:
ID: LARGE_GROWTH
Name: US Large-Cap Growth
Symbol: IWF
Asset class: equity
Category: style_factor
Group: us_style_factor
Risk bucket: high
Description: US large-cap growth stock exposure. Often tilted toward companies with higher expected growth, higher valuations, and greater sensitivity to interest rates.
Allowed option:
ID: LARGE_VALUE
Name: US Large-Cap Value
Symbol: IWD
Asset class: equity
Category: style_factor
Group: us_style_factor
Risk bucket: medium
Description: US large-cap value stock exposure. Often tilted toward companies with lower valuation multiples, dividends, financials, energy, and cyclical sectors.
Allowed option:
ID: MID_CAP
Name: US Mid-Cap Stocks
Symbol: IJH
Asset class: equity
Category: size_factor
Group: us_size_factor
Risk bucket: high
Description: US mid-cap equity exposure. Represents companies between large caps and small caps, with sensitivity to domestic growth, financing conditions, and risk appetite.
Allowed option:
ID: SMALL_CAP
Name: US Small-Cap Stocks
Symbol: IWM
Asset class: equity
Category: size_factor
Group: us_size_factor
Risk bucket: high
Description: US small-cap equity exposure. Often more sensitive to domestic economic growth, credit conditions, rates, and market risk appetite.
Allowed option:
ID: SMALL_VALUE
Name: US Small-Cap Value
Symbol: IWN
Asset class: equity
Category: style_and_size_factor
Group: us_style_factor
Risk bucket: high
Description: US small-cap value equity exposure. Combines smaller company exposure with value-oriented characteristics.
Allowed option:
ID: DIVIDEND
Name: US Dividend Equities
Symbol: SCHD
Asset class: equity
Category: dividend_equity
Group: us_factor_equity
Risk bucket: medium
Description: US dividend-oriented equity exposure. Often tilted toward profitable, mature companies with dividend histories.
Allowed option:
ID: LOW_VOL
Name: US Low Volatility Equities
Symbol: SPLV
Asset class: equity
Category: low_volatility_factor
Group: us_factor_equity
Risk bucket: medium
Description: US equity exposure focused on historically lower-volatility stocks. Often used as a defensive equity factor proxy.
Allowed option:
ID: MOMENTUM
Name: US Momentum Equities
Symbol: MTUM
Asset class: equity
Category: momentum_factor
Group: us_factor_equity
Risk bucket: high
Description: US equity exposure tilted toward stocks with stronger recent price momentum. Sensitive to trend persistence and factor rotations.
Allowed option:
ID: TECHNOLOGY
Name: Technology Sector
Symbol: XLK
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US technology sector exposure within large-cap equities. Includes software, hardware, semiconductors, and technology services companies.
Allowed option:
ID: COMMUNICATIONS
Name: Communication Services Sector
Symbol: XLC
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US communication services sector exposure. Includes large internet platforms, media, telecom, and entertainment companies.
Allowed option:
ID: CONSUMER_DISCRETIONARY
Name: Consumer Discretionary Sector
Symbol: XLY
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US consumer discretionary sector exposure. Sensitive to consumer spending, employment, credit conditions, and household confidence.
Allowed option:
ID: CONSUMER_STAPLES
Name: Consumer Staples Sector
Symbol: XLP
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US consumer staples sector exposure. Includes companies selling essential consumer products and is often considered a defensive equity sector.
Allowed option:
ID: HEALTHCARE
Name: Healthcare Sector
Symbol: XLV
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US healthcare sector exposure. Includes pharmaceuticals, biotechnology, medical devices, healthcare services, and insurers.
Allowed option:
ID: FINANCIALS
Name: Financials Sector
Symbol: XLF
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US financial sector exposure. Includes banks, insurers, capital markets firms, and financial services companies.
Allowed option:
ID: INDUSTRIALS
Name: Industrials Sector
Symbol: XLI
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US industrial sector exposure. Includes aerospace, machinery, transportation, logistics, and industrial services companies.
Allowed option:
ID: ENERGY
Name: Energy Sector
Symbol: XLE
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US energy sector exposure. Sensitive to oil and gas prices, production trends, geopolitics, and capital discipline.
Allowed option:
ID: MATERIALS
Name: Materials Sector
Symbol: XLB
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US materials sector exposure. Includes chemicals, metals, mining, packaging, and construction materials companies.
Allowed option:
ID: UTILITIES
Name: Utilities Sector
Symbol: XLU
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US utilities sector exposure. Often sensitive to interest rates, electricity demand, regulation, and defensive equity flows.
Allowed option:
ID: REAL_ESTATE
Name: Real Estate Sector
Symbol: XLRE
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US listed real estate equity exposure. Sensitive to interest rates, property fundamentals, credit conditions, and real estate valuations.
Allowed option:
ID: INTERMEDIATE_TREASURY
Name: Intermediate-Term US Treasury Bonds
Symbol: IEF
Asset class: bond
Category: treasury_duration
Group: bonds_and_rates
Risk bucket: medium
Description: Intermediate-duration US Treasury bond exposure. Sensitive to changes in interest rates, inflation expectations, and growth expectations.
Allowed option:
ID: LONG_TREASURY
Name: Long-Term US Treasury Bonds
Symbol: TLT
Asset class: bond
Category: treasury_duration
Group: bonds_and_rates
Risk bucket: high
Description: Long-duration US Treasury bond exposure. More sensitive to interest-rate changes than shorter-duration bond funds.
Allowed option:
ID: TIPS
Name: Treasury Inflation-Protected Securities
Symbol: TIP
Asset class: bond
Category: inflation_linked_bonds
Group: bonds_and_rates
Risk bucket: medium
Description: US Treasury inflation-protected bond exposure. Sensitive to real interest rates and inflation expectations.
Allowed option:
ID: INVESTMENT_GRADE_CREDIT
Name: Investment Grade Corporate Bonds
Symbol: LQD
Asset class: bond
Category: corporate_credit
Group: credit
Risk bucket: medium
Description: US investment-grade corporate bond exposure. Sensitive to interest rates, credit spreads, and corporate balance-sheet conditions.
Allowed option:
ID: HIGH_YIELD_CREDIT
Name: High Yield Corporate Bonds
Symbol: HYG
Asset class: bond
Category: corporate_credit
Group: credit
Risk bucket: high
Description: US high-yield corporate bond exposure. Sensitive to credit spreads, default expectations, liquidity, and risk appetite.
Allowed option:
ID: AGGREGATE_BONDS
Name: US Aggregate Bond Market
Symbol: AGG
Asset class: bond
Category: aggregate_bonds
Group: bonds_and_rates
Risk bucket: medium
Description: Broad US investment-grade bond market exposure. Includes Treasuries, agency securities, mortgage-backed securities, and corporate bonds.
Allowed option:
ID: DEVELOPED_EX_US
Name: Developed Markets ex-US
Symbol: VEA
Asset class: equity
Category: international_equity
Group: international_equity
Risk bucket: high
Description: Developed-market equity exposure outside the United States. Includes regions such as Europe, Japan, Canada, and developed Asia-Pacific markets.
Allowed option:
ID: EMERGING_MARKETS
Name: Emerging Markets
Symbol: VWO
Asset class: equity
Category: international_equity
Group: international_equity
Risk bucket: very_high
Description: Emerging-market equity exposure. Sensitive to global growth, currency moves, capital flows, commodity cycles, and country-specific policy risk.
Allowed option:
ID: EUROPE
Name: Europe Equities
Symbol: VGK
Asset class: equity
Category: regional_equity
Group: international_equity
Risk bucket: high
Description: European equity exposure. Sensitive to European growth, monetary policy, currency trends, energy costs, and regional earnings.
Allowed option:
ID: JAPAN
Name: Japan Equities
Symbol: EWJ
Asset class: equity
Category: regional_equity
Group: international_equity
Risk bucket: high
Description: Japanese equity exposure. Sensitive to Japanese corporate earnings, yen movements, monetary policy, and global trade conditions.
Allowed option:
ID: CHINA
Name: China Equities
Symbol: MCHI
Asset class: equity
Category: regional_equity
Group: international_equity
Risk bucket: very_high
Description: China equity exposure through publicly traded Chinese companies. Sensitive to Chinese growth, policy actions, currency moves, and geopolitical risk.
Allowed option:
ID: INDIA
Name: India Equities
Symbol: INDA
Asset class: equity
Category: regional_equity
Group: international_equity
Risk bucket: very_high
Description: Indian equity exposure. Sensitive to Indian economic growth, currency moves, domestic policy, valuations, and foreign capital flows.
Allowed option:
ID: GOLD
Name: Gold
Symbol: IAU
Asset class: commodity
Category: precious_metals
Group: commodities
Risk bucket: medium
Description: Gold exposure through a listed gold trust. Sensitive to real interest rates, US dollar strength, inflation expectations, and safe-haven demand.
Allowed option:
ID: BROAD_COMMODITIES
Name: Broad Commodities
Symbol: PDBC
Asset class: commodity
Category: broad_commodities
Group: commodities
Risk bucket: high
Description: Broad commodity exposure through a diversified commodity strategy ETF. Sensitive to energy, metals, agriculture, inflation expectations, and global demand.
Allowed option:
ID: SEMICONDUCTORS
Name: Semiconductors
Symbol: SMH
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: very_high
Description: Semiconductor equity exposure. Includes companies involved in chip design, manufacturing, equipment, and related supply chains.
Allowed option:
ID: SOFTWARE
Name: Software
Symbol: IGV
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: high
Description: Software equity exposure. Includes companies in application software, infrastructure software, and related technology services.
Allowed option:
ID: BROAD_AI_TECH
Name: Broad AI Technology
Symbol: AIQ
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: very_high
Description: Broad artificial intelligence and technology equity exposure. Includes companies associated with AI applications, infrastructure, data, and related technology services.
Allowed option:
ID: AUTONOMOUS_ROBOTICS
Name: Autonomous Technology and Robotics
Symbol: ARKQ
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: very_high
Description: Autonomous technology and robotics equity exposure. Includes companies associated with automation, robotics, autonomous transport, energy storage, and related technology platforms.
Allowed option:
ID: CYBERSECURITY
Name: Cybersecurity
Symbol: CIBR
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: high
Description: Cybersecurity equity exposure. Includes companies providing network security, identity, endpoint, cloud security, and related cybersecurity products and services.
Allowed option:
ID: SOLAR
Name: Solar Energy
Symbol: TAN
Asset class: equity
Category: thematic_equity
Group: clean_energy
Risk bucket: very_high
Description: Solar energy equity exposure. Includes companies associated with solar power equipment, development, installation, and related clean-energy supply chains.
Allowed option:
ID: METALS_MINING
Name: Metals and Mining
Symbol: XME
Asset class: equity
Category: commodity_equity
Group: commodities
Risk bucket: very_high
Description: Metals and mining equity exposure. Includes companies involved in steel, aluminum, precious metals, coal, copper, and diversified mining industries.
Allowed option:
ID: EQUAL_WEIGHT_SP500
Name: Equal-Weight S&P 500
Symbol: RSP
Asset class: equity
Category: broad_us_equity
Group: us_broad_market
Risk bucket: medium
Description: Equal-weight US large-cap equity exposure. Reduces concentration in the largest S&P 500 constituents compared with market-cap weighting.
Allowed option:
ID: BIOTECH
Name: Biotechnology
Symbol: XBI
Asset class: equity
Category: industry_equity
Group: healthcare_and_biotech
Risk bucket: very_high
Description: US biotechnology equity exposure. Sensitive to clinical data, financing conditions, regulation, mergers, and risk appetite.
Allowed option:
ID: REGIONAL_BANKS
Name: Regional Banks
Symbol: KRE
Asset class: equity
Category: industry_equity
Group: us_industry
Risk bucket: very_high
Description: US regional bank equity exposure. Sensitive to deposit trends, credit quality, yield curves, regulation, and commercial real estate conditions.
Allowed option:
ID: AEROSPACE_DEFENSE
Name: Aerospace and Defense
Symbol: ITA
Asset class: equity
Category: industry_equity
Group: us_industry
Risk bucket: high
Description: US aerospace and defense equity exposure. Sensitive to defense budgets, aircraft demand, supply chains, and geopolitical risk.
Allowed option:
ID: CANADA
Name: Canada Equities
Symbol: EWC
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: high
Description: Canadian equity exposure through US-listed shares. Sensitive to financials, energy, materials, domestic growth, and Canadian dollar conditions.
Allowed option:
ID: UNITED_KINGDOM
Name: United Kingdom Equities
Symbol: EWU
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: high
Description: United Kingdom equity exposure through US-listed shares. Sensitive to sterling, UK growth, global financials, energy, and dividend-oriented sectors.
Allowed option:
ID: AUSTRALIA
Name: Australia Equities
Symbol: EWA
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: high
Description: Australian equity exposure through US-listed shares. Sensitive to banks, materials, commodity demand, China-linked growth, and Australian dollar conditions.
Allowed option:
ID: SOUTH_KOREA
Name: South Korea Equities
Symbol: EWY
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: very_high
Description: South Korean equity exposure through US-listed shares. Sensitive to semiconductors, exports, won movements, global trade, and regional geopolitics.
Allowed option:
ID: TAIWAN
Name: Taiwan Equities
Symbol: EWT
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: very_high
Description: Taiwan equity exposure through US-listed shares. Sensitive to semiconductor supply chains, global electronics demand, currency movements, and geopolitical risk.
Allowed option:
ID: BRAZIL
Name: Brazil Equities
Symbol: EWZ
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: very_high
Description: Brazilian equity exposure through US-listed shares. Sensitive to commodities, rates, fiscal policy, currency moves, and emerging-market capital flows.
Allowed option:
ID: MEXICO
Name: Mexico Equities
Symbol: EWW
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: high
Description: Mexican equity exposure through US-listed shares. Sensitive to domestic growth, currency moves, trade links, remittances, and nearshoring activity.
Allowed option:
ID: SOUTH_AFRICA
Name: South Africa Equities
Symbol: EZA
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: very_high
Description: South African equity exposure through US-listed shares. Sensitive to resources, domestic policy, currency moves, power availability, and emerging-market flows.
Allowed option:
ID: MORTGAGE_BACKED_BONDS
Name: Agency Mortgage-Backed Bonds
Symbol: MBB
Asset class: bond
Category: securitized_bonds
Group: bonds_and_rates
Risk bucket: medium
Description: US agency mortgage-backed securities exposure. Sensitive to interest rates, prepayment behavior, mortgage spreads, and housing finance conditions.
Allowed option:
ID: MUNICIPAL_BONDS
Name: Municipal Bonds
Symbol: MUB
Asset class: bond
Category: municipal_bonds
Group: bonds_and_rates
Risk bucket: low
Description: US municipal bond exposure. Sensitive to rates, state and local credit conditions, fund flows, and tax-exempt fixed-income demand.
Allowed option:
ID: EMERGING_MARKET_BONDS
Name: Emerging Market USD Bonds
Symbol: EMB
Asset class: bond
Category: emerging_market_debt
Group: credit
Risk bucket: high
Description: US dollar emerging-market bond exposure. Sensitive to sovereign spreads, US rates, currency stress, commodity cycles, and global risk appetite.
Allowed option:
ID: INTERNATIONAL_BONDS
Name: International Aggregate Bonds
Symbol: BNDX
Asset class: bond
Category: international_bonds
Group: bonds_and_rates
Risk bucket: medium
Description: International investment-grade bond exposure. Sensitive to global rates, currency hedging, regional credit conditions, and non-US monetary policy.
Allowed option:
ID: SILVER
Name: Silver
Symbol: SLV
Asset class: commodity
Category: precious_metals
Group: commodities
Risk bucket: high
Description: Silver exposure through a listed trust. Sensitive to precious-metals demand, industrial usage, real rates, US dollar moves, and inflation expectations.
Allowed option:
ID: COPPER
Name: Copper
Symbol: CPER
Asset class: commodity
Category: industrial_metals
Group: commodities
Risk bucket: high
Description: Copper exposure through an exchange-traded product. Sensitive to industrial demand, China-linked growth, supply conditions, inventories, and electrification themes.
Allowed option:
ID: AGRICULTURE
Name: Agriculture Commodities
Symbol: DBA
Asset class: commodity
Category: agriculture
Group: commodities
Risk bucket: high
Description: Agricultural commodity exposure through a diversified exchange-traded product. Sensitive to weather, crop conditions, global demand, inventories, and currency moves.
Allowed option:
ID: OIL
Name: Crude Oil
Symbol: USO
Asset class: commodity
Category: energy_commodities
Group: commodities
Risk bucket: very_high
Description: Crude oil exposure through an exchange-traded product. Sensitive to supply, demand, inventories, OPEC policy, geopolitical risk, and futures-curve structure.
Allowed option:
ID: US_DOLLAR
Name: US Dollar
Symbol: UUP
Asset class: currency
Category: currency
Group: currencies
Risk bucket: medium
Description: US dollar currency exposure through an exchange-traded product. Sensitive to relative rates, global risk appetite, trade balances, and reserve-currency demand.
Allowed option:
ID: EURO
Name: Euro
Symbol: FXE
Asset class: currency
Category: currency
Group: currencies
Risk bucket: medium
Description: Euro currency exposure through an exchange-traded product. Sensitive to European rates, growth, fiscal policy, energy conditions, and US dollar movements.
Allowed option:
ID: YEN
Name: Japanese Yen
Symbol: FXY
Asset class: currency
Category: currency
Group: currencies
Risk bucket: high
Description: Japanese yen currency exposure through an exchange-traded product. Sensitive to Japanese monetary policy, rate differentials, carry trades, and safe-haven demand.
Allowed option:
ID: BITCOIN_ETF
Name: Bitcoin ETF
Symbol: IBIT
Asset class: crypto_proxy
Category: crypto_asset
Group: crypto_proxies
Risk bucket: very_high
Description: Bitcoin exposure through a US-listed spot bitcoin exchange-traded product. Sensitive to digital-asset flows, regulation, liquidity, rates, and risk appetite.
Allowed option:
ID: ETHEREUM_ETF
Name: Ethereum ETF
Symbol: ETHA
Asset class: crypto_proxy
Category: crypto_asset
Group: crypto_proxies
Risk bucket: very_high
Description: Ethereum exposure through a US-listed spot Ethereum exchange-traded product. Sensitive to digital-asset flows, network activity, regulation, liquidity, and risk appetite.
# CapitalBench portfolio-v2.2 Task
You are participating in an offline, time-resolved CapitalBench evaluation round. Every model receives the same frozen information and makes one single-turn, non-agentic decision without tools, browsing, retrieval, or follow-up.
Your objective is to allocate 100% across the allowed options to maximize expected realized portfolio return over the close-to-close one-month scoring window. The official comparison is the S&P 500 (SPY): alpha equals portfolio return minus SPY return. A 100% SPY portfolio is valid when no active option has a stronger base-case forecast.
Use only facts and mechanical market data supplied in this input. You may use internal learned knowledge and general priors, but do not intentionally rely on facts, prices, news, or events after the research cutoff. Treat section order, mention count, option order, and table order as neutral presentation choices rather than recommendation signals.
Price history is descriptive, not a forecast. Test both continuation and reversal for every finalist. A recent winner needs independent support in the supplied briefing or an explicitly stated weak-evidence caveat. Optimize for the stated horizon only.
Complete the decision in this order:
1. Assess SPY and 5-7 additional finalists, for a total candidate ledger of 6-8 unique options.
2. Include SPY in the ledger and span at least four listed economic-exposure clusters.
3. Give every candidate a low, base, and high return forecast in percentage points, with low <= base <= high.
4. Record concise supplied evidence, the continuation case, reversal case, time-window catalyst, and invalidation condition for every candidate. Keep rejected finalists in the ledger.
5. Select only active holdings whose base forecast is greater than SPY's base forecast. CASH is not an active holding. If no active option clears that hurdle, use SPY and/or CASH.
6. Construct the final 1-5 holding portfolio in the stated allocation increments. Outside SPY and CASH, no economic-exposure cluster may exceed the round's stated maximum.
7. Set each holding's expected_return_pct equal to that candidate's base forecast. Calculate the weighted portfolio base return and expected alpha versus SPY.
Return only valid JSON. Do not include markdown, citations, prose, or commentary outside the JSON.
Required JSON format:
{
"round_id": "<round_id>",
"model_id": "<model_id>",
"provider": "<provider>",
"mode": "closed_capability",
"candidate_ledger": [
{
"option_id": "<allowed option ID>",
"decision": "selected or rejected",
"forecast_low_pct": <number>,
"forecast_base_pct": <number>,
"forecast_high_pct": <number>,
"evidence": ["<1-3 concise facts from the supplied input>"],
"continuation_case": "<what supports continuation>",
"reversal_case": "<what could reverse the signal>",
"time_window_catalyst": "<catalyst before the exit close, or none identified>",
"invalidation_condition": "<observable condition that would invalidate the case>"
}
],
"portfolio": [
{
"option_id": "<selected candidate option ID>",
"allocation_pct": <integer percentage>,
"expected_return_pct": <same number as candidate forecast_base_pct>,
"time_window_catalyst": "<same time-window catalyst>",
"invalidation_condition": "<same invalidation condition>",
"rationale": "<brief holding-level rationale>"
}
],
"benchmark_expected_return_pct": <SPY base forecast>,
"portfolio_expected_return_pct": <weighted portfolio base forecast>,
"expected_alpha_vs_sp500_pct": <portfolio forecast minus SPY forecast>,
"confidence": <probability from 0 to 1 that the portfolio beats SPY>,
"portfolio_rationale": "<1-3 concise sentences>",
"rationale_summary": "<1-3 concise sentences>",
"key_risks": ["<risk 1>", "<risk 2>"]
}
Rules:
- candidate_ledger must contain 6-8 unique allowed option IDs, include SPY, and span at least four economic-exposure clusters.
- candidate forecasts are percentage points, so 1.25 means +1.25%.
- candidate evidence must refer only to the supplied input and must not contain URLs.
- portfolio must contain exactly the candidates marked selected; all other ledger candidates must be marked rejected.
- portfolio allocations must be whole integers in the stated increment and sum to exactly 100.
- selected non-SPY, non-CASH holdings must have a base forecast strictly greater than the SPY base forecast.
- no non-SPY, non-CASH economic-exposure cluster may exceed the stated cap.
- benchmark_expected_return_pct must equal the SPY candidate's base forecast.
- portfolio_expected_return_pct must equal the allocation-weighted holding forecasts.
- expected_alpha_vs_sp500_pct must equal portfolio_expected_return_pct minus benchmark_expected_return_pct.
- confidence is the probability that the submitted portfolio beats SPY over this scoring window; do not use confidence to change allocation size.
- key_risks must contain 2-5 concrete risks.
- Do not include a second portfolio, backup allocation, financial-advice disclaimer, or extra field. round_id: CB-2026-08-09-1M
title: CapitalBench CB-2026-08-09-1M
description: One-month market allocation evaluation round.
decision_date: '2026-08-09'
decision_deadline: '2026-08-10T13:25:00Z'
horizon: one month
methodology_version: portfolio-v2.2
model_roster_version: portfolio-v2-roster-5e5ef62318ec
model_roster_frozen_at_utc: '2026-08-10T03:04:36.504391+00:00'
expected_model_ids:
- openai-gpt-5-5
- openai-gpt-5-6-sol
- anthropic-claude-opus-4-8
- anthropic-claude-opus-5
- anthropic-claude-fable-5
- google-gemini-3-1-pro
- xai-grok-4-3
- xai-grok-4-5
universe_version: v2.1
submission_format: portfolio
portfolio_constraints:
min_holdings: 1
max_holdings: 5
allocation_increment_pct: 5
min_allocation_pct: 5
max_total_allocation_pct: 100
allow_cash: true
allow_benchmark_asset: true
max_economic_exposure_pct: 50
entry_rule: Use the Monday, August 10, 2026 adjusted close supplied in prices/entry_prices.csv.
exit_rule: Use the Thursday, September 10, 2026 adjusted close supplied in prices/exit_prices.csv.
entry_date: '2026-08-10'
exit_date: '2026-09-10'
created_at: '2026-08-10T03:04:36.504391+00:00'
notes: 'Brand-new research prepared from direct public-source browsing only with a 2026-08-10T03:04:55Z cutoff; no prior CapitalBench input report was used. Participant calls are single-turn closed-capability evaluations with tools and search disabled.' # CapitalBench Fixed-Fact Briefing — August 9, 2026
Research cutoff: 2026-08-10T03:04:55Z (11:04:55 p.m. EDT, Sunday, August 9). The latest completed U.S. market session was Friday, August 7.
This briefing provides fixed factual datapoints only. It does not rank, recommend, analyze, or map facts to CapitalBench options. Inclusion, order, grouping, and row count are not evidence of expected return. A mechanical full-universe price, risk, and benchmark-relative appendix follows this briefing in the model input.
## Labor and economic activity
- The Bureau of Labor Statistics reported that July nonfarm payroll employment changed by -23,000 and the unemployment rate was 4.1%. Local-government education employment fell 50,000, retail employment fell 19,000, and health-care employment continued to trend up.
- BLS revised May payroll growth from +129,000 to +63,000 and June growth from +57,000 to +20,000, a combined downward revision of 103,000.
- July average hourly earnings for private nonfarm employees were $37.62, up $0.02 in the month and 3.2% over 12 months. The average workweek was 34.3 hours.
- BLS reported 7.4 million job openings in June, 5.3 million hires, 5.4 million total separations, 3.2 million quits, and 1.8 million layoffs and discharges. May openings were revised down by 57,000 to 7.5 million.
- The preliminary BLS estimate put second-quarter nonfarm-business productivity growth at a 1.4% annual rate, output growth at 1.7%, hours growth at 0.3%, and unit-labor-cost growth at 1.3%. Real hourly compensation fell at a 3.1% annual rate.
- The BEA advance estimate put second-quarter real GDP growth at a 1.5% annual rate after 2.1% in the first quarter. Real final sales to private domestic purchasers grew 3.9% annualized.
- ISM reported a July Services PMI of 54.1, business activity of 59.1, new orders of 57.2, employment of 47.4, and supplier deliveries of 52.8.
- The Census Bureau's June advance retail-sales estimate was $768.6 billion, up 0.2% month over month and 6.7% year over year. The reported margins of error were ±0.4 percentage point and ±0.5 percentage point, respectively. May monthly growth was revised from 0.9% to 1.0%.
## Inflation, spending, and monetary policy
- BLS reported that headline CPI fell 0.4% in June and rose 3.5% over 12 months. Core CPI was unchanged in June and rose 2.6% over 12 months. Energy fell 5.7% in June and was 15.7% above a year earlier.
- BLS reported that final-demand PPI fell 0.3% in June and rose 5.5% over 12 months. Final-demand goods fell 1.4%, services rose 0.2%, and final demand excluding food, energy, and trade services rose 0.1% in June and 5.1% over 12 months.
- BEA reported that June personal income rose 0.2%, disposable personal income rose 0.2%, nominal consumer spending rose 0.3%, and real consumer spending rose 0.4%. The personal saving rate was 2.7%.
- The June PCE price index fell 0.1% and rose 3.7% over 12 months. Core PCE prices rose 0.1% in June and 3.3% over 12 months.
- BLS reported that June import prices rose 0.3% and 7.1% over 12 months; export prices fell 0.6% in June. Fuel-import prices fell 0.4% in June and were 44.1% above a year earlier.
- On July 29, the FOMC voted 9-3 to keep the federal-funds target at 3.50%-3.75%. The statement characterized activity as expanding at a solid pace, inflation as elevated relative to 2%, and uncertainty as elevated partly because of the Middle East conflict. Three voters preferred a 25-basis-point increase.
## Completed market facts through August 7
- The S&P 500 closed August 7 at a record 7,757.64, up 0.6% for the session and 3.6% for the week. The Dow closed at 54,036.93, up 0.3% for the session and 3.0% for the week. The Nasdaq Composite closed at 26,690.62, up 1.3% for the session and 5.2% for the week. The Russell 2000 closed at 3,034.49, up 1.1% for the session and 3.5% for the week.
- U.S. Treasury constant-maturity yields on August 7 were 3.87% at 3 months, 4.01% at 1 year, 4.19% at 2 years, 4.35% at 5 years, 4.65% at 10 years, and 5.19% at 30 years.
- Treasury real constant-maturity yields on August 7 were 2.13% at 5 years, 2.25% at 7 years, 2.40% at 10 years, 2.75% at 20 years, and 2.96% at 30 years.
- Associated Press reported Brent crude at $83.55 per barrel on August 7, up 1.3% for the session. AP reported that the U.S.-Iran conflict continued to restrict oil flows and that arrangements to reopen the Strait of Hormuz remained unresolved.
## Scheduled events
All times are Eastern. Calendar entries are scheduled events, not forecasts of the reported values.
### Through the August 17 close
- August 12, 8:30 a.m.: July CPI and real earnings; 10:00 a.m.: July business-formation statistics.
- August 13, 8:30 a.m.: July PPI.
- August 14, 8:30 a.m.: July advance retail sales; 10:00 a.m.: June manufacturing-and-trade inventories and sales.
### Additional events through the September 10 close
- August 18, 8:30 a.m.: July import/export prices and July housing starts and permits; 9:15 a.m.: July industrial production and capacity utilization.
- August 19, 2:00 p.m.: minutes of the July 28-29 FOMC meeting.
- August 20, 10:00 a.m.: second-quarter advance services report.
- August 21, 10:00 a.m.: July state employment and unemployment.
- August 25, 10:00 a.m.: July new-home sales.
- August 26, 8:30 a.m.: second estimate of Q2 GDP and corporate profits; July personal income and outlays; July durable-goods advance report.
- August 27, 8:30 a.m.: July advance economic indicators.
- August 27-29: Kansas City Fed Jackson Hole Economic Policy Symposium; announced theme: “Financial Innovation: Implications for Payments and Policy.”
- August 28, 10:00 a.m.: Q1 county employment and wages and March 2026 preliminary CES benchmark estimates.
- September 1, 10:00 a.m.: July JOLTS and August ISM Manufacturing PMI.
- September 3, 8:30 a.m.: revised Q2 productivity and July U.S. international trade; 10:00 a.m.: August ISM Services PMI.
- September 4, 8:30 a.m.: August employment situation.
- September 7: scheduled U.S. exchange closure for Labor Day.
- September 10, 8:30 a.m.: August PPI.
## Estimate and status notes
- The July employment release is subject to later revisions; BLS described the payroll and unemployment-rate changes as little changed.
- The Q2 GDP figures are an advance estimate; the second estimate is scheduled for August 26.
- The Q2 productivity figures are preliminary; the revision is scheduled for September 3.
- ISM figures are survey diffusion indexes. Census advance retail sales include the stated sampling margins and are not adjusted for price changes.
- The reported Strait of Hormuz arrangements were unresolved at the cutoff.
This briefing is factual and non-prescriptive. The separate mechanical appendix is complete, descriptive, and sorted in frozen option order; its placement and values are not recommendations. Allowed option:
ID: CASH
Name: Cash / Do Not Invest
Symbol: N/A
Asset class: cash
Category: cash
Group: cash
Risk bucket: cash
Description: Cash position with no market exposure. Return is treated as 0 unless a round explicitly defines a cash yield proxy.
Allowed option:
ID: SHORT_TREASURY
Name: Short-Term Treasury Bills
Symbol: BIL
Asset class: cash_like
Category: treasury_bills
Group: cash_and_short_duration
Risk bucket: low
Description: Short-term US Treasury bill exposure. Typically used as a cash-like proxy with low duration risk.
Allowed option:
ID: SP500
Name: S&P 500
Symbol: SPY
Asset class: equity
Category: broad_us_equity
Group: us_broad_market
Risk bucket: medium
Description: Broad US large-cap equity exposure. Represents large publicly traded US companies across multiple sectors.
Allowed option:
ID: TOTAL_US_MARKET
Name: Total US Stock Market
Symbol: VTI
Asset class: equity
Category: broad_us_equity
Group: us_broad_market
Risk bucket: medium
Description: Broad exposure to the total US equity market, including large-, mid-, and small-cap companies. Useful as a diversified US equity proxy.
Allowed option:
ID: NASDAQ100
Name: Nasdaq 100
Symbol: QQQ
Asset class: equity
Category: growth_equity
Group: us_growth_and_technology
Risk bucket: high
Description: Large-cap, growth-oriented US equity exposure with heavy weights in technology and communication services. Sensitive to mega-cap earnings, rates, and growth-stock sentiment.
Allowed option:
ID: LARGE_GROWTH
Name: US Large-Cap Growth
Symbol: IWF
Asset class: equity
Category: style_factor
Group: us_style_factor
Risk bucket: high
Description: US large-cap growth stock exposure. Often tilted toward companies with higher expected growth, higher valuations, and greater sensitivity to interest rates.
Allowed option:
ID: LARGE_VALUE
Name: US Large-Cap Value
Symbol: IWD
Asset class: equity
Category: style_factor
Group: us_style_factor
Risk bucket: medium
Description: US large-cap value stock exposure. Often tilted toward companies with lower valuation multiples, dividends, financials, energy, and cyclical sectors.
Allowed option:
ID: MID_CAP
Name: US Mid-Cap Stocks
Symbol: IJH
Asset class: equity
Category: size_factor
Group: us_size_factor
Risk bucket: high
Description: US mid-cap equity exposure. Represents companies between large caps and small caps, with sensitivity to domestic growth, financing conditions, and risk appetite.
Allowed option:
ID: SMALL_CAP
Name: US Small-Cap Stocks
Symbol: IWM
Asset class: equity
Category: size_factor
Group: us_size_factor
Risk bucket: high
Description: US small-cap equity exposure. Often more sensitive to domestic economic growth, credit conditions, rates, and market risk appetite.
Allowed option:
ID: SMALL_VALUE
Name: US Small-Cap Value
Symbol: IWN
Asset class: equity
Category: style_and_size_factor
Group: us_style_factor
Risk bucket: high
Description: US small-cap value equity exposure. Combines smaller company exposure with value-oriented characteristics.
Allowed option:
ID: DIVIDEND
Name: US Dividend Equities
Symbol: SCHD
Asset class: equity
Category: dividend_equity
Group: us_factor_equity
Risk bucket: medium
Description: US dividend-oriented equity exposure. Often tilted toward profitable, mature companies with dividend histories.
Allowed option:
ID: LOW_VOL
Name: US Low Volatility Equities
Symbol: SPLV
Asset class: equity
Category: low_volatility_factor
Group: us_factor_equity
Risk bucket: medium
Description: US equity exposure focused on historically lower-volatility stocks. Often used as a defensive equity factor proxy.
Allowed option:
ID: MOMENTUM
Name: US Momentum Equities
Symbol: MTUM
Asset class: equity
Category: momentum_factor
Group: us_factor_equity
Risk bucket: high
Description: US equity exposure tilted toward stocks with stronger recent price momentum. Sensitive to trend persistence and factor rotations.
Allowed option:
ID: TECHNOLOGY
Name: Technology Sector
Symbol: XLK
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US technology sector exposure within large-cap equities. Includes software, hardware, semiconductors, and technology services companies.
Allowed option:
ID: COMMUNICATIONS
Name: Communication Services Sector
Symbol: XLC
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US communication services sector exposure. Includes large internet platforms, media, telecom, and entertainment companies.
Allowed option:
ID: CONSUMER_DISCRETIONARY
Name: Consumer Discretionary Sector
Symbol: XLY
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US consumer discretionary sector exposure. Sensitive to consumer spending, employment, credit conditions, and household confidence.
Allowed option:
ID: CONSUMER_STAPLES
Name: Consumer Staples Sector
Symbol: XLP
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US consumer staples sector exposure. Includes companies selling essential consumer products and is often considered a defensive equity sector.
Allowed option:
ID: HEALTHCARE
Name: Healthcare Sector
Symbol: XLV
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US healthcare sector exposure. Includes pharmaceuticals, biotechnology, medical devices, healthcare services, and insurers.
Allowed option:
ID: FINANCIALS
Name: Financials Sector
Symbol: XLF
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US financial sector exposure. Includes banks, insurers, capital markets firms, and financial services companies.
Allowed option:
ID: INDUSTRIALS
Name: Industrials Sector
Symbol: XLI
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US industrial sector exposure. Includes aerospace, machinery, transportation, logistics, and industrial services companies.
Allowed option:
ID: ENERGY
Name: Energy Sector
Symbol: XLE
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US energy sector exposure. Sensitive to oil and gas prices, production trends, geopolitics, and capital discipline.
Allowed option:
ID: MATERIALS
Name: Materials Sector
Symbol: XLB
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US materials sector exposure. Includes chemicals, metals, mining, packaging, and construction materials companies.
Allowed option:
ID: UTILITIES
Name: Utilities Sector
Symbol: XLU
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: medium
Description: US utilities sector exposure. Often sensitive to interest rates, electricity demand, regulation, and defensive equity flows.
Allowed option:
ID: REAL_ESTATE
Name: Real Estate Sector
Symbol: XLRE
Asset class: equity
Category: us_sector
Group: us_sector
Risk bucket: high
Description: US listed real estate equity exposure. Sensitive to interest rates, property fundamentals, credit conditions, and real estate valuations.
Allowed option:
ID: INTERMEDIATE_TREASURY
Name: Intermediate-Term US Treasury Bonds
Symbol: IEF
Asset class: bond
Category: treasury_duration
Group: bonds_and_rates
Risk bucket: medium
Description: Intermediate-duration US Treasury bond exposure. Sensitive to changes in interest rates, inflation expectations, and growth expectations.
Allowed option:
ID: LONG_TREASURY
Name: Long-Term US Treasury Bonds
Symbol: TLT
Asset class: bond
Category: treasury_duration
Group: bonds_and_rates
Risk bucket: high
Description: Long-duration US Treasury bond exposure. More sensitive to interest-rate changes than shorter-duration bond funds.
Allowed option:
ID: TIPS
Name: Treasury Inflation-Protected Securities
Symbol: TIP
Asset class: bond
Category: inflation_linked_bonds
Group: bonds_and_rates
Risk bucket: medium
Description: US Treasury inflation-protected bond exposure. Sensitive to real interest rates and inflation expectations.
Allowed option:
ID: INVESTMENT_GRADE_CREDIT
Name: Investment Grade Corporate Bonds
Symbol: LQD
Asset class: bond
Category: corporate_credit
Group: credit
Risk bucket: medium
Description: US investment-grade corporate bond exposure. Sensitive to interest rates, credit spreads, and corporate balance-sheet conditions.
Allowed option:
ID: HIGH_YIELD_CREDIT
Name: High Yield Corporate Bonds
Symbol: HYG
Asset class: bond
Category: corporate_credit
Group: credit
Risk bucket: high
Description: US high-yield corporate bond exposure. Sensitive to credit spreads, default expectations, liquidity, and risk appetite.
Allowed option:
ID: AGGREGATE_BONDS
Name: US Aggregate Bond Market
Symbol: AGG
Asset class: bond
Category: aggregate_bonds
Group: bonds_and_rates
Risk bucket: medium
Description: Broad US investment-grade bond market exposure. Includes Treasuries, agency securities, mortgage-backed securities, and corporate bonds.
Allowed option:
ID: DEVELOPED_EX_US
Name: Developed Markets ex-US
Symbol: VEA
Asset class: equity
Category: international_equity
Group: international_equity
Risk bucket: high
Description: Developed-market equity exposure outside the United States. Includes regions such as Europe, Japan, Canada, and developed Asia-Pacific markets.
Allowed option:
ID: EMERGING_MARKETS
Name: Emerging Markets
Symbol: VWO
Asset class: equity
Category: international_equity
Group: international_equity
Risk bucket: very_high
Description: Emerging-market equity exposure. Sensitive to global growth, currency moves, capital flows, commodity cycles, and country-specific policy risk.
Allowed option:
ID: EUROPE
Name: Europe Equities
Symbol: VGK
Asset class: equity
Category: regional_equity
Group: international_equity
Risk bucket: high
Description: European equity exposure. Sensitive to European growth, monetary policy, currency trends, energy costs, and regional earnings.
Allowed option:
ID: JAPAN
Name: Japan Equities
Symbol: EWJ
Asset class: equity
Category: regional_equity
Group: international_equity
Risk bucket: high
Description: Japanese equity exposure. Sensitive to Japanese corporate earnings, yen movements, monetary policy, and global trade conditions.
Allowed option:
ID: CHINA
Name: China Equities
Symbol: MCHI
Asset class: equity
Category: regional_equity
Group: international_equity
Risk bucket: very_high
Description: China equity exposure through publicly traded Chinese companies. Sensitive to Chinese growth, policy actions, currency moves, and geopolitical risk.
Allowed option:
ID: INDIA
Name: India Equities
Symbol: INDA
Asset class: equity
Category: regional_equity
Group: international_equity
Risk bucket: very_high
Description: Indian equity exposure. Sensitive to Indian economic growth, currency moves, domestic policy, valuations, and foreign capital flows.
Allowed option:
ID: GOLD
Name: Gold
Symbol: IAU
Asset class: commodity
Category: precious_metals
Group: commodities
Risk bucket: medium
Description: Gold exposure through a listed gold trust. Sensitive to real interest rates, US dollar strength, inflation expectations, and safe-haven demand.
Allowed option:
ID: BROAD_COMMODITIES
Name: Broad Commodities
Symbol: PDBC
Asset class: commodity
Category: broad_commodities
Group: commodities
Risk bucket: high
Description: Broad commodity exposure through a diversified commodity strategy ETF. Sensitive to energy, metals, agriculture, inflation expectations, and global demand.
Allowed option:
ID: SEMICONDUCTORS
Name: Semiconductors
Symbol: SMH
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: very_high
Description: Semiconductor equity exposure. Includes companies involved in chip design, manufacturing, equipment, and related supply chains.
Allowed option:
ID: SOFTWARE
Name: Software
Symbol: IGV
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: high
Description: Software equity exposure. Includes companies in application software, infrastructure software, and related technology services.
Allowed option:
ID: BROAD_AI_TECH
Name: Broad AI Technology
Symbol: AIQ
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: very_high
Description: Broad artificial intelligence and technology equity exposure. Includes companies associated with AI applications, infrastructure, data, and related technology services.
Allowed option:
ID: AUTONOMOUS_ROBOTICS
Name: Autonomous Technology and Robotics
Symbol: ARKQ
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: very_high
Description: Autonomous technology and robotics equity exposure. Includes companies associated with automation, robotics, autonomous transport, energy storage, and related technology platforms.
Allowed option:
ID: CYBERSECURITY
Name: Cybersecurity
Symbol: CIBR
Asset class: equity
Category: thematic_equity
Group: ai_and_technology
Risk bucket: high
Description: Cybersecurity equity exposure. Includes companies providing network security, identity, endpoint, cloud security, and related cybersecurity products and services.
Allowed option:
ID: SOLAR
Name: Solar Energy
Symbol: TAN
Asset class: equity
Category: thematic_equity
Group: clean_energy
Risk bucket: very_high
Description: Solar energy equity exposure. Includes companies associated with solar power equipment, development, installation, and related clean-energy supply chains.
Allowed option:
ID: METALS_MINING
Name: Metals and Mining
Symbol: XME
Asset class: equity
Category: commodity_equity
Group: commodities
Risk bucket: very_high
Description: Metals and mining equity exposure. Includes companies involved in steel, aluminum, precious metals, coal, copper, and diversified mining industries.
Allowed option:
ID: EQUAL_WEIGHT_SP500
Name: Equal-Weight S&P 500
Symbol: RSP
Asset class: equity
Category: broad_us_equity
Group: us_broad_market
Risk bucket: medium
Description: Equal-weight US large-cap equity exposure. Reduces concentration in the largest S&P 500 constituents compared with market-cap weighting.
Allowed option:
ID: BIOTECH
Name: Biotechnology
Symbol: XBI
Asset class: equity
Category: industry_equity
Group: healthcare_and_biotech
Risk bucket: very_high
Description: US biotechnology equity exposure. Sensitive to clinical data, financing conditions, regulation, mergers, and risk appetite.
Allowed option:
ID: REGIONAL_BANKS
Name: Regional Banks
Symbol: KRE
Asset class: equity
Category: industry_equity
Group: us_industry
Risk bucket: very_high
Description: US regional bank equity exposure. Sensitive to deposit trends, credit quality, yield curves, regulation, and commercial real estate conditions.
Allowed option:
ID: AEROSPACE_DEFENSE
Name: Aerospace and Defense
Symbol: ITA
Asset class: equity
Category: industry_equity
Group: us_industry
Risk bucket: high
Description: US aerospace and defense equity exposure. Sensitive to defense budgets, aircraft demand, supply chains, and geopolitical risk.
Allowed option:
ID: CANADA
Name: Canada Equities
Symbol: EWC
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: high
Description: Canadian equity exposure through US-listed shares. Sensitive to financials, energy, materials, domestic growth, and Canadian dollar conditions.
Allowed option:
ID: UNITED_KINGDOM
Name: United Kingdom Equities
Symbol: EWU
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: high
Description: United Kingdom equity exposure through US-listed shares. Sensitive to sterling, UK growth, global financials, energy, and dividend-oriented sectors.
Allowed option:
ID: AUSTRALIA
Name: Australia Equities
Symbol: EWA
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: high
Description: Australian equity exposure through US-listed shares. Sensitive to banks, materials, commodity demand, China-linked growth, and Australian dollar conditions.
Allowed option:
ID: SOUTH_KOREA
Name: South Korea Equities
Symbol: EWY
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: very_high
Description: South Korean equity exposure through US-listed shares. Sensitive to semiconductors, exports, won movements, global trade, and regional geopolitics.
Allowed option:
ID: TAIWAN
Name: Taiwan Equities
Symbol: EWT
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: very_high
Description: Taiwan equity exposure through US-listed shares. Sensitive to semiconductor supply chains, global electronics demand, currency movements, and geopolitical risk.
Allowed option:
ID: BRAZIL
Name: Brazil Equities
Symbol: EWZ
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: very_high
Description: Brazilian equity exposure through US-listed shares. Sensitive to commodities, rates, fiscal policy, currency moves, and emerging-market capital flows.
Allowed option:
ID: MEXICO
Name: Mexico Equities
Symbol: EWW
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: high
Description: Mexican equity exposure through US-listed shares. Sensitive to domestic growth, currency moves, trade links, remittances, and nearshoring activity.
Allowed option:
ID: SOUTH_AFRICA
Name: South Africa Equities
Symbol: EZA
Asset class: equity
Category: country_equity
Group: country_equity
Risk bucket: very_high
Description: South African equity exposure through US-listed shares. Sensitive to resources, domestic policy, currency moves, power availability, and emerging-market flows.
Allowed option:
ID: MORTGAGE_BACKED_BONDS
Name: Agency Mortgage-Backed Bonds
Symbol: MBB
Asset class: bond
Category: securitized_bonds
Group: bonds_and_rates
Risk bucket: medium
Description: US agency mortgage-backed securities exposure. Sensitive to interest rates, prepayment behavior, mortgage spreads, and housing finance conditions.
Allowed option:
ID: MUNICIPAL_BONDS
Name: Municipal Bonds
Symbol: MUB
Asset class: bond
Category: municipal_bonds
Group: bonds_and_rates
Risk bucket: low
Description: US municipal bond exposure. Sensitive to rates, state and local credit conditions, fund flows, and tax-exempt fixed-income demand.
Allowed option:
ID: EMERGING_MARKET_BONDS
Name: Emerging Market USD Bonds
Symbol: EMB
Asset class: bond
Category: emerging_market_debt
Group: credit
Risk bucket: high
Description: US dollar emerging-market bond exposure. Sensitive to sovereign spreads, US rates, currency stress, commodity cycles, and global risk appetite.
Allowed option:
ID: INTERNATIONAL_BONDS
Name: International Aggregate Bonds
Symbol: BNDX
Asset class: bond
Category: international_bonds
Group: bonds_and_rates
Risk bucket: medium
Description: International investment-grade bond exposure. Sensitive to global rates, currency hedging, regional credit conditions, and non-US monetary policy.
Allowed option:
ID: SILVER
Name: Silver
Symbol: SLV
Asset class: commodity
Category: precious_metals
Group: commodities
Risk bucket: high
Description: Silver exposure through a listed trust. Sensitive to precious-metals demand, industrial usage, real rates, US dollar moves, and inflation expectations.
Allowed option:
ID: COPPER
Name: Copper
Symbol: CPER
Asset class: commodity
Category: industrial_metals
Group: commodities
Risk bucket: high
Description: Copper exposure through an exchange-traded product. Sensitive to industrial demand, China-linked growth, supply conditions, inventories, and electrification themes.
Allowed option:
ID: AGRICULTURE
Name: Agriculture Commodities
Symbol: DBA
Asset class: commodity
Category: agriculture
Group: commodities
Risk bucket: high
Description: Agricultural commodity exposure through a diversified exchange-traded product. Sensitive to weather, crop conditions, global demand, inventories, and currency moves.
Allowed option:
ID: OIL
Name: Crude Oil
Symbol: USO
Asset class: commodity
Category: energy_commodities
Group: commodities
Risk bucket: very_high
Description: Crude oil exposure through an exchange-traded product. Sensitive to supply, demand, inventories, OPEC policy, geopolitical risk, and futures-curve structure.
Allowed option:
ID: US_DOLLAR
Name: US Dollar
Symbol: UUP
Asset class: currency
Category: currency
Group: currencies
Risk bucket: medium
Description: US dollar currency exposure through an exchange-traded product. Sensitive to relative rates, global risk appetite, trade balances, and reserve-currency demand.
Allowed option:
ID: EURO
Name: Euro
Symbol: FXE
Asset class: currency
Category: currency
Group: currencies
Risk bucket: medium
Description: Euro currency exposure through an exchange-traded product. Sensitive to European rates, growth, fiscal policy, energy conditions, and US dollar movements.
Allowed option:
ID: YEN
Name: Japanese Yen
Symbol: FXY
Asset class: currency
Category: currency
Group: currencies
Risk bucket: high
Description: Japanese yen currency exposure through an exchange-traded product. Sensitive to Japanese monetary policy, rate differentials, carry trades, and safe-haven demand.
Allowed option:
ID: BITCOIN_ETF
Name: Bitcoin ETF
Symbol: IBIT
Asset class: crypto_proxy
Category: crypto_asset
Group: crypto_proxies
Risk bucket: very_high
Description: Bitcoin exposure through a US-listed spot bitcoin exchange-traded product. Sensitive to digital-asset flows, regulation, liquidity, rates, and risk appetite.
Allowed option:
ID: ETHEREUM_ETF
Name: Ethereum ETF
Symbol: ETHA
Asset class: crypto_proxy
Category: crypto_asset
Group: crypto_proxies
Risk bucket: very_high
Description: Ethereum exposure through a US-listed spot Ethereum exchange-traded product. Sensitive to digital-asset flows, network activity, regulation, liquidity, and risk appetite. options:
- id: CASH
name: Cash / Do Not Invest
symbol: null
tiingo_symbol: null
asset_class: cash
category: cash
option_group: cash
risk_bucket: cash
currency: USD
is_cash: true
include_in_universe: true
exposure_description: "Cash position with no market exposure. Return is treated as 0 unless a round explicitly defines a cash yield proxy."
- id: SHORT_TREASURY
name: Short-Term Treasury Bills
symbol: BIL
tiingo_symbol: BIL
asset_class: cash_like
category: treasury_bills
option_group: cash_and_short_duration
risk_bucket: low
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Short-term US Treasury bill exposure. Typically used as a cash-like proxy with low duration risk."
- id: SP500
name: S&P 500
symbol: SPY
tiingo_symbol: SPY
asset_class: equity
category: broad_us_equity
option_group: us_broad_market
risk_bucket: medium
currency: USD
is_cash: false
is_benchmark: true
include_in_universe: true
exposure_description: "Broad US large-cap equity exposure. Represents large publicly traded US companies across multiple sectors."
- id: TOTAL_US_MARKET
name: Total US Stock Market
symbol: VTI
tiingo_symbol: VTI
asset_class: equity
category: broad_us_equity
option_group: us_broad_market
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Broad exposure to the total US equity market, including large-, mid-, and small-cap companies. Useful as a diversified US equity proxy."
- id: NASDAQ100
name: Nasdaq 100
symbol: QQQ
tiingo_symbol: QQQ
asset_class: equity
category: growth_equity
option_group: us_growth_and_technology
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Large-cap, growth-oriented US equity exposure with heavy weights in technology and communication services. Sensitive to mega-cap earnings, rates, and growth-stock sentiment."
- id: LARGE_GROWTH
name: US Large-Cap Growth
symbol: IWF
tiingo_symbol: IWF
asset_class: equity
category: style_factor
option_group: us_style_factor
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US large-cap growth stock exposure. Often tilted toward companies with higher expected growth, higher valuations, and greater sensitivity to interest rates."
- id: LARGE_VALUE
name: US Large-Cap Value
symbol: IWD
tiingo_symbol: IWD
asset_class: equity
category: style_factor
option_group: us_style_factor
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US large-cap value stock exposure. Often tilted toward companies with lower valuation multiples, dividends, financials, energy, and cyclical sectors."
- id: MID_CAP
name: US Mid-Cap Stocks
symbol: IJH
tiingo_symbol: IJH
asset_class: equity
category: size_factor
option_group: us_size_factor
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US mid-cap equity exposure. Represents companies between large caps and small caps, with sensitivity to domestic growth, financing conditions, and risk appetite."
- id: SMALL_CAP
name: US Small-Cap Stocks
symbol: IWM
tiingo_symbol: IWM
asset_class: equity
category: size_factor
option_group: us_size_factor
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US small-cap equity exposure. Often more sensitive to domestic economic growth, credit conditions, rates, and market risk appetite."
- id: SMALL_VALUE
name: US Small-Cap Value
symbol: IWN
tiingo_symbol: IWN
asset_class: equity
category: style_and_size_factor
option_group: us_style_factor
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US small-cap value equity exposure. Combines smaller company exposure with value-oriented characteristics."
- id: DIVIDEND
name: US Dividend Equities
symbol: SCHD
tiingo_symbol: SCHD
asset_class: equity
category: dividend_equity
option_group: us_factor_equity
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US dividend-oriented equity exposure. Often tilted toward profitable, mature companies with dividend histories."
- id: LOW_VOL
name: US Low Volatility Equities
symbol: SPLV
tiingo_symbol: SPLV
asset_class: equity
category: low_volatility_factor
option_group: us_factor_equity
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US equity exposure focused on historically lower-volatility stocks. Often used as a defensive equity factor proxy."
- id: MOMENTUM
name: US Momentum Equities
symbol: MTUM
tiingo_symbol: MTUM
asset_class: equity
category: momentum_factor
option_group: us_factor_equity
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US equity exposure tilted toward stocks with stronger recent price momentum. Sensitive to trend persistence and factor rotations."
- id: TECHNOLOGY
name: Technology Sector
symbol: XLK
tiingo_symbol: XLK
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US technology sector exposure within large-cap equities. Includes software, hardware, semiconductors, and technology services companies."
- id: COMMUNICATIONS
name: Communication Services Sector
symbol: XLC
tiingo_symbol: XLC
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US communication services sector exposure. Includes large internet platforms, media, telecom, and entertainment companies."
- id: CONSUMER_DISCRETIONARY
name: Consumer Discretionary Sector
symbol: XLY
tiingo_symbol: XLY
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US consumer discretionary sector exposure. Sensitive to consumer spending, employment, credit conditions, and household confidence."
- id: CONSUMER_STAPLES
name: Consumer Staples Sector
symbol: XLP
tiingo_symbol: XLP
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US consumer staples sector exposure. Includes companies selling essential consumer products and is often considered a defensive equity sector."
- id: HEALTHCARE
name: Healthcare Sector
symbol: XLV
tiingo_symbol: XLV
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US healthcare sector exposure. Includes pharmaceuticals, biotechnology, medical devices, healthcare services, and insurers."
- id: FINANCIALS
name: Financials Sector
symbol: XLF
tiingo_symbol: XLF
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US financial sector exposure. Includes banks, insurers, capital markets firms, and financial services companies."
- id: INDUSTRIALS
name: Industrials Sector
symbol: XLI
tiingo_symbol: XLI
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US industrial sector exposure. Includes aerospace, machinery, transportation, logistics, and industrial services companies."
- id: ENERGY
name: Energy Sector
symbol: XLE
tiingo_symbol: XLE
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US energy sector exposure. Sensitive to oil and gas prices, production trends, geopolitics, and capital discipline."
- id: MATERIALS
name: Materials Sector
symbol: XLB
tiingo_symbol: XLB
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US materials sector exposure. Includes chemicals, metals, mining, packaging, and construction materials companies."
- id: UTILITIES
name: Utilities Sector
symbol: XLU
tiingo_symbol: XLU
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US utilities sector exposure. Often sensitive to interest rates, electricity demand, regulation, and defensive equity flows."
- id: REAL_ESTATE
name: Real Estate Sector
symbol: XLRE
tiingo_symbol: XLRE
asset_class: equity
category: us_sector
option_group: us_sector
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US listed real estate equity exposure. Sensitive to interest rates, property fundamentals, credit conditions, and real estate valuations."
- id: INTERMEDIATE_TREASURY
name: Intermediate-Term US Treasury Bonds
symbol: IEF
tiingo_symbol: IEF
asset_class: bond
category: treasury_duration
option_group: bonds_and_rates
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Intermediate-duration US Treasury bond exposure. Sensitive to changes in interest rates, inflation expectations, and growth expectations."
- id: LONG_TREASURY
name: Long-Term US Treasury Bonds
symbol: TLT
tiingo_symbol: TLT
asset_class: bond
category: treasury_duration
option_group: bonds_and_rates
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Long-duration US Treasury bond exposure. More sensitive to interest-rate changes than shorter-duration bond funds."
- id: TIPS
name: Treasury Inflation-Protected Securities
symbol: TIP
tiingo_symbol: TIP
asset_class: bond
category: inflation_linked_bonds
option_group: bonds_and_rates
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US Treasury inflation-protected bond exposure. Sensitive to real interest rates and inflation expectations."
- id: INVESTMENT_GRADE_CREDIT
name: Investment Grade Corporate Bonds
symbol: LQD
tiingo_symbol: LQD
asset_class: bond
category: corporate_credit
option_group: credit
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US investment-grade corporate bond exposure. Sensitive to interest rates, credit spreads, and corporate balance-sheet conditions."
- id: HIGH_YIELD_CREDIT
name: High Yield Corporate Bonds
symbol: HYG
tiingo_symbol: HYG
asset_class: bond
category: corporate_credit
option_group: credit
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US high-yield corporate bond exposure. Sensitive to credit spreads, default expectations, liquidity, and risk appetite."
- id: AGGREGATE_BONDS
name: US Aggregate Bond Market
symbol: AGG
tiingo_symbol: AGG
asset_class: bond
category: aggregate_bonds
option_group: bonds_and_rates
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Broad US investment-grade bond market exposure. Includes Treasuries, agency securities, mortgage-backed securities, and corporate bonds."
- id: DEVELOPED_EX_US
name: Developed Markets ex-US
symbol: VEA
tiingo_symbol: VEA
asset_class: equity
category: international_equity
option_group: international_equity
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Developed-market equity exposure outside the United States. Includes regions such as Europe, Japan, Canada, and developed Asia-Pacific markets."
- id: EMERGING_MARKETS
name: Emerging Markets
symbol: VWO
tiingo_symbol: VWO
asset_class: equity
category: international_equity
option_group: international_equity
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Emerging-market equity exposure. Sensitive to global growth, currency moves, capital flows, commodity cycles, and country-specific policy risk."
- id: EUROPE
name: Europe Equities
symbol: VGK
tiingo_symbol: VGK
asset_class: equity
category: regional_equity
option_group: international_equity
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "European equity exposure. Sensitive to European growth, monetary policy, currency trends, energy costs, and regional earnings."
- id: JAPAN
name: Japan Equities
symbol: EWJ
tiingo_symbol: EWJ
asset_class: equity
category: regional_equity
option_group: international_equity
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Japanese equity exposure. Sensitive to Japanese corporate earnings, yen movements, monetary policy, and global trade conditions."
- id: CHINA
name: China Equities
symbol: MCHI
tiingo_symbol: MCHI
asset_class: equity
category: regional_equity
option_group: international_equity
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "China equity exposure through publicly traded Chinese companies. Sensitive to Chinese growth, policy actions, currency moves, and geopolitical risk."
- id: INDIA
name: India Equities
symbol: INDA
tiingo_symbol: INDA
asset_class: equity
category: regional_equity
option_group: international_equity
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Indian equity exposure. Sensitive to Indian economic growth, currency moves, domestic policy, valuations, and foreign capital flows."
- id: GOLD
name: Gold
symbol: IAU
tiingo_symbol: IAU
asset_class: commodity
category: precious_metals
option_group: commodities
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Gold exposure through a listed gold trust. Sensitive to real interest rates, US dollar strength, inflation expectations, and safe-haven demand."
- id: BROAD_COMMODITIES
name: Broad Commodities
symbol: PDBC
tiingo_symbol: PDBC
asset_class: commodity
category: broad_commodities
option_group: commodities
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Broad commodity exposure through a diversified commodity strategy ETF. Sensitive to energy, metals, agriculture, inflation expectations, and global demand."
- id: SEMICONDUCTORS
name: Semiconductors
symbol: SMH
tiingo_symbol: SMH
asset_class: equity
category: thematic_equity
option_group: ai_and_technology
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Semiconductor equity exposure. Includes companies involved in chip design, manufacturing, equipment, and related supply chains."
- id: SOFTWARE
name: Software
symbol: IGV
tiingo_symbol: IGV
asset_class: equity
category: thematic_equity
option_group: ai_and_technology
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Software equity exposure. Includes companies in application software, infrastructure software, and related technology services."
- id: BROAD_AI_TECH
name: Broad AI Technology
symbol: AIQ
tiingo_symbol: AIQ
asset_class: equity
category: thematic_equity
option_group: ai_and_technology
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Broad artificial intelligence and technology equity exposure. Includes companies associated with AI applications, infrastructure, data, and related technology services."
- id: AUTONOMOUS_ROBOTICS
name: Autonomous Technology and Robotics
symbol: ARKQ
tiingo_symbol: ARKQ
asset_class: equity
category: thematic_equity
option_group: ai_and_technology
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Autonomous technology and robotics equity exposure. Includes companies associated with automation, robotics, autonomous transport, energy storage, and related technology platforms."
- id: CYBERSECURITY
name: Cybersecurity
symbol: CIBR
tiingo_symbol: CIBR
asset_class: equity
category: thematic_equity
option_group: ai_and_technology
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Cybersecurity equity exposure. Includes companies providing network security, identity, endpoint, cloud security, and related cybersecurity products and services."
- id: SOLAR
name: Solar Energy
symbol: TAN
tiingo_symbol: TAN
asset_class: equity
category: thematic_equity
option_group: clean_energy
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Solar energy equity exposure. Includes companies associated with solar power equipment, development, installation, and related clean-energy supply chains."
- id: METALS_MINING
name: Metals and Mining
symbol: XME
tiingo_symbol: XME
asset_class: equity
category: commodity_equity
option_group: commodities
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Metals and mining equity exposure. Includes companies involved in steel, aluminum, precious metals, coal, copper, and diversified mining industries."
- id: EQUAL_WEIGHT_SP500
name: Equal-Weight S&P 500
symbol: RSP
tiingo_symbol: RSP
asset_class: equity
category: broad_us_equity
option_group: us_broad_market
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Equal-weight US large-cap equity exposure. Reduces concentration in the largest S&P 500 constituents compared with market-cap weighting."
- id: BIOTECH
name: Biotechnology
symbol: XBI
tiingo_symbol: XBI
asset_class: equity
category: industry_equity
option_group: healthcare_and_biotech
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US biotechnology equity exposure. Sensitive to clinical data, financing conditions, regulation, mergers, and risk appetite."
- id: REGIONAL_BANKS
name: Regional Banks
symbol: KRE
tiingo_symbol: KRE
asset_class: equity
category: industry_equity
option_group: us_industry
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US regional bank equity exposure. Sensitive to deposit trends, credit quality, yield curves, regulation, and commercial real estate conditions."
- id: AEROSPACE_DEFENSE
name: Aerospace and Defense
symbol: ITA
tiingo_symbol: ITA
asset_class: equity
category: industry_equity
option_group: us_industry
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US aerospace and defense equity exposure. Sensitive to defense budgets, aircraft demand, supply chains, and geopolitical risk."
- id: CANADA
name: Canada Equities
symbol: EWC
tiingo_symbol: EWC
asset_class: equity
category: country_equity
option_group: country_equity
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Canadian equity exposure through US-listed shares. Sensitive to financials, energy, materials, domestic growth, and Canadian dollar conditions."
- id: UNITED_KINGDOM
name: United Kingdom Equities
symbol: EWU
tiingo_symbol: EWU
asset_class: equity
category: country_equity
option_group: country_equity
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "United Kingdom equity exposure through US-listed shares. Sensitive to sterling, UK growth, global financials, energy, and dividend-oriented sectors."
- id: AUSTRALIA
name: Australia Equities
symbol: EWA
tiingo_symbol: EWA
asset_class: equity
category: country_equity
option_group: country_equity
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Australian equity exposure through US-listed shares. Sensitive to banks, materials, commodity demand, China-linked growth, and Australian dollar conditions."
- id: SOUTH_KOREA
name: South Korea Equities
symbol: EWY
tiingo_symbol: EWY
asset_class: equity
category: country_equity
option_group: country_equity
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "South Korean equity exposure through US-listed shares. Sensitive to semiconductors, exports, won movements, global trade, and regional geopolitics."
- id: TAIWAN
name: Taiwan Equities
symbol: EWT
tiingo_symbol: EWT
asset_class: equity
category: country_equity
option_group: country_equity
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Taiwan equity exposure through US-listed shares. Sensitive to semiconductor supply chains, global electronics demand, currency movements, and geopolitical risk."
- id: BRAZIL
name: Brazil Equities
symbol: EWZ
tiingo_symbol: EWZ
asset_class: equity
category: country_equity
option_group: country_equity
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Brazilian equity exposure through US-listed shares. Sensitive to commodities, rates, fiscal policy, currency moves, and emerging-market capital flows."
- id: MEXICO
name: Mexico Equities
symbol: EWW
tiingo_symbol: EWW
asset_class: equity
category: country_equity
option_group: country_equity
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Mexican equity exposure through US-listed shares. Sensitive to domestic growth, currency moves, trade links, remittances, and nearshoring activity."
- id: SOUTH_AFRICA
name: South Africa Equities
symbol: EZA
tiingo_symbol: EZA
asset_class: equity
category: country_equity
option_group: country_equity
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "South African equity exposure through US-listed shares. Sensitive to resources, domestic policy, currency moves, power availability, and emerging-market flows."
- id: MORTGAGE_BACKED_BONDS
name: Agency Mortgage-Backed Bonds
symbol: MBB
tiingo_symbol: MBB
asset_class: bond
category: securitized_bonds
option_group: bonds_and_rates
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US agency mortgage-backed securities exposure. Sensitive to interest rates, prepayment behavior, mortgage spreads, and housing finance conditions."
- id: MUNICIPAL_BONDS
name: Municipal Bonds
symbol: MUB
tiingo_symbol: MUB
asset_class: bond
category: municipal_bonds
option_group: bonds_and_rates
risk_bucket: low
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US municipal bond exposure. Sensitive to rates, state and local credit conditions, fund flows, and tax-exempt fixed-income demand."
- id: EMERGING_MARKET_BONDS
name: Emerging Market USD Bonds
symbol: EMB
tiingo_symbol: EMB
asset_class: bond
category: emerging_market_debt
option_group: credit
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US dollar emerging-market bond exposure. Sensitive to sovereign spreads, US rates, currency stress, commodity cycles, and global risk appetite."
- id: INTERNATIONAL_BONDS
name: International Aggregate Bonds
symbol: BNDX
tiingo_symbol: BNDX
asset_class: bond
category: international_bonds
option_group: bonds_and_rates
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "International investment-grade bond exposure. Sensitive to global rates, currency hedging, regional credit conditions, and non-US monetary policy."
- id: SILVER
name: Silver
symbol: SLV
tiingo_symbol: SLV
asset_class: commodity
category: precious_metals
option_group: commodities
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Silver exposure through a listed trust. Sensitive to precious-metals demand, industrial usage, real rates, US dollar moves, and inflation expectations."
- id: COPPER
name: Copper
symbol: CPER
tiingo_symbol: CPER
asset_class: commodity
category: industrial_metals
option_group: commodities
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Copper exposure through an exchange-traded product. Sensitive to industrial demand, China-linked growth, supply conditions, inventories, and electrification themes."
- id: AGRICULTURE
name: Agriculture Commodities
symbol: DBA
tiingo_symbol: DBA
asset_class: commodity
category: agriculture
option_group: commodities
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Agricultural commodity exposure through a diversified exchange-traded product. Sensitive to weather, crop conditions, global demand, inventories, and currency moves."
- id: OIL
name: Crude Oil
symbol: USO
tiingo_symbol: USO
asset_class: commodity
category: energy_commodities
option_group: commodities
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Crude oil exposure through an exchange-traded product. Sensitive to supply, demand, inventories, OPEC policy, geopolitical risk, and futures-curve structure."
- id: US_DOLLAR
name: US Dollar
symbol: UUP
tiingo_symbol: UUP
asset_class: currency
category: currency
option_group: currencies
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "US dollar currency exposure through an exchange-traded product. Sensitive to relative rates, global risk appetite, trade balances, and reserve-currency demand."
- id: EURO
name: Euro
symbol: FXE
tiingo_symbol: FXE
asset_class: currency
category: currency
option_group: currencies
risk_bucket: medium
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Euro currency exposure through an exchange-traded product. Sensitive to European rates, growth, fiscal policy, energy conditions, and US dollar movements."
- id: YEN
name: Japanese Yen
symbol: FXY
tiingo_symbol: FXY
asset_class: currency
category: currency
option_group: currencies
risk_bucket: high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Japanese yen currency exposure through an exchange-traded product. Sensitive to Japanese monetary policy, rate differentials, carry trades, and safe-haven demand."
- id: BITCOIN_ETF
name: Bitcoin ETF
symbol: IBIT
tiingo_symbol: IBIT
asset_class: crypto_proxy
category: crypto_asset
option_group: crypto_proxies
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Bitcoin exposure through a US-listed spot bitcoin exchange-traded product. Sensitive to digital-asset flows, regulation, liquidity, rates, and risk appetite."
- id: ETHEREUM_ETF
name: Ethereum ETF
symbol: ETHA
tiingo_symbol: ETHA
asset_class: crypto_proxy
category: crypto_asset
option_group: crypto_proxies
risk_bucket: very_high
currency: USD
is_cash: false
include_in_universe: true
exposure_description: "Ethereum exposure through a US-listed spot Ethereum exchange-traded product. Sensitive to digital-asset flows, network activity, regulation, liquidity, and risk appetite." {
"algorithm": "sha256",
"files": {
"briefing.md": "08e33a271550b6d4ed825be9166c7c31cd2f3d423463f2099d715ddd2517e6f7",
"manifest.yaml": "606492ffae39e672f5e6aa7c02b04cf54c8692e4006be9163ef3d8a947bbd63a",
"market_data/decision_context_source_history.json": "228dd350b7edb23cbc5798bb616a60d633fa85a6bfff04db0e88fba31b47ff88",
"market_data/universe_decision_context.csv": "c970495c83a0c1551b2e585806567b044bd3cd8fc40383d23fb6d253e15eaee5",
"market_data/universe_decision_context.json": "7a5db939f07bf5653c3f4e14847c6725e4edeedf07a725176c66e3d39ed5fe07",
"market_data/universe_decision_context.md": "42a43f3a77141647acc290b1e8d035ac85c561cb02411e2095711943f27b6250",
"market_data/universe_quality_evidence.json": "c0d4852de3d616039bb18e1567feaba9a751b6a88b42e76815f0f04f96c197ff",
"market_data/universe_quality_evidence.md": "5716fda7c5c0310becb11fbaef8700d96e2913cbe32b88495a3dc26396c45d2c",
"options.yaml": "1003c5795615371c4808eb307b1057c658972e2e36b5522e72c894bc4ce0c729",
"prompt.md": "ef3cf65c548d3cc3229f74393dc61292363e4cb8a6e609b4a75e4c2062b6698e",
"submission_schema.json": "722025ee45d276e3f4d132a6be281de790a0c5478dc0051f23ade0524ff79571"
}
} For this specific call, return only JSON using exactly these identifiers:
- round_id: CB-2026-08-09-1M
- model_id: anthropic-claude-fable-5
- provider: anthropic
- mode: closed_capability
- allowed portfolio option_id values: CASH, SHORT_TREASURY, SP500, TOTAL_US_MARKET, NASDAQ100, LARGE_GROWTH, LARGE_VALUE, MID_CAP, SMALL_CAP, SMALL_VALUE, DIVIDEND, LOW_VOL, MOMENTUM, TECHNOLOGY, COMMUNICATIONS, CONSUMER_DISCRETIONARY, CONSUMER_STAPLES, HEALTHCARE, FINANCIALS, INDUSTRIALS, ENERGY, MATERIALS, UTILITIES, REAL_ESTATE, INTERMEDIATE_TREASURY, LONG_TREASURY, TIPS, INVESTMENT_GRADE_CREDIT, HIGH_YIELD_CREDIT, AGGREGATE_BONDS, DEVELOPED_EX_US, EMERGING_MARKETS, EUROPE, JAPAN, CHINA, INDIA, GOLD, BROAD_COMMODITIES, SEMICONDUCTORS, SOFTWARE, BROAD_AI_TECH, AUTONOMOUS_ROBOTICS, CYBERSECURITY, SOLAR, METALS_MINING, EQUAL_WEIGHT_SP500, BIOTECH, REGIONAL_BANKS, AEROSPACE_DEFENSE, CANADA, UNITED_KINGDOM, AUSTRALIA, SOUTH_KOREA, TAIWAN, BRAZIL, MEXICO, SOUTH_AFRICA, MORTGAGE_BACKED_BONDS, MUNICIPAL_BONDS, EMERGING_MARKET_BONDS, INTERNATIONAL_BONDS, SILVER, COPPER, AGRICULTURE, OIL, US_DOLLAR, EURO, YEN, BITCOIN_ETF, ETHEREUM_ETF For this specific call, return only JSON using exactly these identifiers:
- round_id: CB-2026-08-09-1M
- model_id: anthropic-claude-opus-4-8
- provider: anthropic
- mode: closed_capability
- allowed portfolio option_id values: CASH, SHORT_TREASURY, SP500, TOTAL_US_MARKET, NASDAQ100, LARGE_GROWTH, LARGE_VALUE, MID_CAP, SMALL_CAP, SMALL_VALUE, DIVIDEND, LOW_VOL, MOMENTUM, TECHNOLOGY, COMMUNICATIONS, CONSUMER_DISCRETIONARY, CONSUMER_STAPLES, HEALTHCARE, FINANCIALS, INDUSTRIALS, ENERGY, MATERIALS, UTILITIES, REAL_ESTATE, INTERMEDIATE_TREASURY, LONG_TREASURY, TIPS, INVESTMENT_GRADE_CREDIT, HIGH_YIELD_CREDIT, AGGREGATE_BONDS, DEVELOPED_EX_US, EMERGING_MARKETS, EUROPE, JAPAN, CHINA, INDIA, GOLD, BROAD_COMMODITIES, SEMICONDUCTORS, SOFTWARE, BROAD_AI_TECH, AUTONOMOUS_ROBOTICS, CYBERSECURITY, SOLAR, METALS_MINING, EQUAL_WEIGHT_SP500, BIOTECH, REGIONAL_BANKS, AEROSPACE_DEFENSE, CANADA, UNITED_KINGDOM, AUSTRALIA, SOUTH_KOREA, TAIWAN, BRAZIL, MEXICO, SOUTH_AFRICA, MORTGAGE_BACKED_BONDS, MUNICIPAL_BONDS, EMERGING_MARKET_BONDS, INTERNATIONAL_BONDS, SILVER, COPPER, AGRICULTURE, OIL, US_DOLLAR, EURO, YEN, BITCOIN_ETF, ETHEREUM_ETF For this specific call, return only JSON using exactly these identifiers:
- round_id: CB-2026-08-09-1M
- model_id: anthropic-claude-opus-5
- provider: anthropic
- mode: closed_capability
- allowed portfolio option_id values: CASH, SHORT_TREASURY, SP500, TOTAL_US_MARKET, NASDAQ100, LARGE_GROWTH, LARGE_VALUE, MID_CAP, SMALL_CAP, SMALL_VALUE, DIVIDEND, LOW_VOL, MOMENTUM, TECHNOLOGY, COMMUNICATIONS, CONSUMER_DISCRETIONARY, CONSUMER_STAPLES, HEALTHCARE, FINANCIALS, INDUSTRIALS, ENERGY, MATERIALS, UTILITIES, REAL_ESTATE, INTERMEDIATE_TREASURY, LONG_TREASURY, TIPS, INVESTMENT_GRADE_CREDIT, HIGH_YIELD_CREDIT, AGGREGATE_BONDS, DEVELOPED_EX_US, EMERGING_MARKETS, EUROPE, JAPAN, CHINA, INDIA, GOLD, BROAD_COMMODITIES, SEMICONDUCTORS, SOFTWARE, BROAD_AI_TECH, AUTONOMOUS_ROBOTICS, CYBERSECURITY, SOLAR, METALS_MINING, EQUAL_WEIGHT_SP500, BIOTECH, REGIONAL_BANKS, AEROSPACE_DEFENSE, CANADA, UNITED_KINGDOM, AUSTRALIA, SOUTH_KOREA, TAIWAN, BRAZIL, MEXICO, SOUTH_AFRICA, MORTGAGE_BACKED_BONDS, MUNICIPAL_BONDS, EMERGING_MARKET_BONDS, INTERNATIONAL_BONDS, SILVER, COPPER, AGRICULTURE, OIL, US_DOLLAR, EURO, YEN, BITCOIN_ETF, ETHEREUM_ETF For this specific call, return only JSON using exactly these identifiers:
- round_id: CB-2026-08-09-1M
- model_id: google-gemini-3-1-pro
- provider: google
- mode: closed_capability
- allowed portfolio option_id values: CASH, SHORT_TREASURY, SP500, TOTAL_US_MARKET, NASDAQ100, LARGE_GROWTH, LARGE_VALUE, MID_CAP, SMALL_CAP, SMALL_VALUE, DIVIDEND, LOW_VOL, MOMENTUM, TECHNOLOGY, COMMUNICATIONS, CONSUMER_DISCRETIONARY, CONSUMER_STAPLES, HEALTHCARE, FINANCIALS, INDUSTRIALS, ENERGY, MATERIALS, UTILITIES, REAL_ESTATE, INTERMEDIATE_TREASURY, LONG_TREASURY, TIPS, INVESTMENT_GRADE_CREDIT, HIGH_YIELD_CREDIT, AGGREGATE_BONDS, DEVELOPED_EX_US, EMERGING_MARKETS, EUROPE, JAPAN, CHINA, INDIA, GOLD, BROAD_COMMODITIES, SEMICONDUCTORS, SOFTWARE, BROAD_AI_TECH, AUTONOMOUS_ROBOTICS, CYBERSECURITY, SOLAR, METALS_MINING, EQUAL_WEIGHT_SP500, BIOTECH, REGIONAL_BANKS, AEROSPACE_DEFENSE, CANADA, UNITED_KINGDOM, AUSTRALIA, SOUTH_KOREA, TAIWAN, BRAZIL, MEXICO, SOUTH_AFRICA, MORTGAGE_BACKED_BONDS, MUNICIPAL_BONDS, EMERGING_MARKET_BONDS, INTERNATIONAL_BONDS, SILVER, COPPER, AGRICULTURE, OIL, US_DOLLAR, EURO, YEN, BITCOIN_ETF, ETHEREUM_ETF For this specific call, return only JSON using exactly these identifiers:
- round_id: CB-2026-08-09-1M
- model_id: openai-gpt-5-5
- provider: openai
- mode: closed_capability
- allowed portfolio option_id values: CASH, SHORT_TREASURY, SP500, TOTAL_US_MARKET, NASDAQ100, LARGE_GROWTH, LARGE_VALUE, MID_CAP, SMALL_CAP, SMALL_VALUE, DIVIDEND, LOW_VOL, MOMENTUM, TECHNOLOGY, COMMUNICATIONS, CONSUMER_DISCRETIONARY, CONSUMER_STAPLES, HEALTHCARE, FINANCIALS, INDUSTRIALS, ENERGY, MATERIALS, UTILITIES, REAL_ESTATE, INTERMEDIATE_TREASURY, LONG_TREASURY, TIPS, INVESTMENT_GRADE_CREDIT, HIGH_YIELD_CREDIT, AGGREGATE_BONDS, DEVELOPED_EX_US, EMERGING_MARKETS, EUROPE, JAPAN, CHINA, INDIA, GOLD, BROAD_COMMODITIES, SEMICONDUCTORS, SOFTWARE, BROAD_AI_TECH, AUTONOMOUS_ROBOTICS, CYBERSECURITY, SOLAR, METALS_MINING, EQUAL_WEIGHT_SP500, BIOTECH, REGIONAL_BANKS, AEROSPACE_DEFENSE, CANADA, UNITED_KINGDOM, AUSTRALIA, SOUTH_KOREA, TAIWAN, BRAZIL, MEXICO, SOUTH_AFRICA, MORTGAGE_BACKED_BONDS, MUNICIPAL_BONDS, EMERGING_MARKET_BONDS, INTERNATIONAL_BONDS, SILVER, COPPER, AGRICULTURE, OIL, US_DOLLAR, EURO, YEN, BITCOIN_ETF, ETHEREUM_ETF For this specific call, return only JSON using exactly these identifiers:
- round_id: CB-2026-08-09-1M
- model_id: openai-gpt-5-6-sol
- provider: openai
- mode: closed_capability
- allowed portfolio option_id values: CASH, SHORT_TREASURY, SP500, TOTAL_US_MARKET, NASDAQ100, LARGE_GROWTH, LARGE_VALUE, MID_CAP, SMALL_CAP, SMALL_VALUE, DIVIDEND, LOW_VOL, MOMENTUM, TECHNOLOGY, COMMUNICATIONS, CONSUMER_DISCRETIONARY, CONSUMER_STAPLES, HEALTHCARE, FINANCIALS, INDUSTRIALS, ENERGY, MATERIALS, UTILITIES, REAL_ESTATE, INTERMEDIATE_TREASURY, LONG_TREASURY, TIPS, INVESTMENT_GRADE_CREDIT, HIGH_YIELD_CREDIT, AGGREGATE_BONDS, DEVELOPED_EX_US, EMERGING_MARKETS, EUROPE, JAPAN, CHINA, INDIA, GOLD, BROAD_COMMODITIES, SEMICONDUCTORS, SOFTWARE, BROAD_AI_TECH, AUTONOMOUS_ROBOTICS, CYBERSECURITY, SOLAR, METALS_MINING, EQUAL_WEIGHT_SP500, BIOTECH, REGIONAL_BANKS, AEROSPACE_DEFENSE, CANADA, UNITED_KINGDOM, AUSTRALIA, SOUTH_KOREA, TAIWAN, BRAZIL, MEXICO, SOUTH_AFRICA, MORTGAGE_BACKED_BONDS, MUNICIPAL_BONDS, EMERGING_MARKET_BONDS, INTERNATIONAL_BONDS, SILVER, COPPER, AGRICULTURE, OIL, US_DOLLAR, EURO, YEN, BITCOIN_ETF, ETHEREUM_ETF For this specific call, return only JSON using exactly these identifiers:
- round_id: CB-2026-08-09-1M
- model_id: xai-grok-4-3
- provider: xai
- mode: closed_capability
- allowed portfolio option_id values: CASH, SHORT_TREASURY, SP500, TOTAL_US_MARKET, NASDAQ100, LARGE_GROWTH, LARGE_VALUE, MID_CAP, SMALL_CAP, SMALL_VALUE, DIVIDEND, LOW_VOL, MOMENTUM, TECHNOLOGY, COMMUNICATIONS, CONSUMER_DISCRETIONARY, CONSUMER_STAPLES, HEALTHCARE, FINANCIALS, INDUSTRIALS, ENERGY, MATERIALS, UTILITIES, REAL_ESTATE, INTERMEDIATE_TREASURY, LONG_TREASURY, TIPS, INVESTMENT_GRADE_CREDIT, HIGH_YIELD_CREDIT, AGGREGATE_BONDS, DEVELOPED_EX_US, EMERGING_MARKETS, EUROPE, JAPAN, CHINA, INDIA, GOLD, BROAD_COMMODITIES, SEMICONDUCTORS, SOFTWARE, BROAD_AI_TECH, AUTONOMOUS_ROBOTICS, CYBERSECURITY, SOLAR, METALS_MINING, EQUAL_WEIGHT_SP500, BIOTECH, REGIONAL_BANKS, AEROSPACE_DEFENSE, CANADA, UNITED_KINGDOM, AUSTRALIA, SOUTH_KOREA, TAIWAN, BRAZIL, MEXICO, SOUTH_AFRICA, MORTGAGE_BACKED_BONDS, MUNICIPAL_BONDS, EMERGING_MARKET_BONDS, INTERNATIONAL_BONDS, SILVER, COPPER, AGRICULTURE, OIL, US_DOLLAR, EURO, YEN, BITCOIN_ETF, ETHEREUM_ETF For this specific call, return only JSON using exactly these identifiers:
- round_id: CB-2026-08-09-1M
- model_id: xai-grok-4-5
- provider: xai
- mode: closed_capability
- allowed portfolio option_id values: CASH, SHORT_TREASURY, SP500, TOTAL_US_MARKET, NASDAQ100, LARGE_GROWTH, LARGE_VALUE, MID_CAP, SMALL_CAP, SMALL_VALUE, DIVIDEND, LOW_VOL, MOMENTUM, TECHNOLOGY, COMMUNICATIONS, CONSUMER_DISCRETIONARY, CONSUMER_STAPLES, HEALTHCARE, FINANCIALS, INDUSTRIALS, ENERGY, MATERIALS, UTILITIES, REAL_ESTATE, INTERMEDIATE_TREASURY, LONG_TREASURY, TIPS, INVESTMENT_GRADE_CREDIT, HIGH_YIELD_CREDIT, AGGREGATE_BONDS, DEVELOPED_EX_US, EMERGING_MARKETS, EUROPE, JAPAN, CHINA, INDIA, GOLD, BROAD_COMMODITIES, SEMICONDUCTORS, SOFTWARE, BROAD_AI_TECH, AUTONOMOUS_ROBOTICS, CYBERSECURITY, SOLAR, METALS_MINING, EQUAL_WEIGHT_SP500, BIOTECH, REGIONAL_BANKS, AEROSPACE_DEFENSE, CANADA, UNITED_KINGDOM, AUSTRALIA, SOUTH_KOREA, TAIWAN, BRAZIL, MEXICO, SOUTH_AFRICA, MORTGAGE_BACKED_BONDS, MUNICIPAL_BONDS, EMERGING_MARKET_BONDS, INTERNATIONAL_BONDS, SILVER, COPPER, AGRICULTURE, OIL, US_DOLLAR, EURO, YEN, BITCOIN_ETF, ETHEREUM_ETF These are the validated JSON submissions used by CapitalBench. Raw provider response text remains excluded from the public site.
anthropic-claude-fable-5
Weak labor data (July payrolls -23k, big downward revisions) argues against further Fed hikes despite dissent, supporting growth/duration-sensitive tech and biotech; gold hedges the elevated-inflation and Middle East geopolitical tail. Tech cluster capped at 40%, SPY core anchors the benchmark.
Overweight semis and software on intact AI-cycle momentum with recent pullback entry, biotech on rate-cut sensitivity and pullback, gold as geopolitical/inflation hedge, 20% SPY core.
{
"benchmark_expected_return_pct": 1,
"candidate_ledger": [
{
"continuation_case": "Solid private demand and record highs with broad participation sustain the uptrend",
"decision": "selected",
"evidence": [
"Record close 7,757.64 on Aug 7, +3.6% for the week",
"Real final sales to private domestic purchasers +3.9% annualized",
"FOMC held at 3.50%-3.75% with three hike dissents"
],
"forecast_base_pct": 1,
"forecast_high_pct": 4,
"forecast_low_pct": -3.5,
"invalidation_condition": "Break of the recent uptrend on hawkish inflation surprise",
"option_id": "SP500",
"reversal_case": "Hot CPI plus hawkish Fed rhetoric triggers multiple compression",
"time_window_catalyst": "CPI Aug 12, Jackson Hole Aug 27-29, payrolls Sep 4"
},
{
"continuation_case": "AI infrastructure buildout continues; pullback within uptrend resets positioning",
"decision": "selected",
"evidence": [
"Prior 105s active return +47.96%, strongest in universe",
"Recent 21s active pullback of -6.99% offers re-entry",
"Quality evidence score 0.754, near top of universe"
],
"forecast_base_pct": 2.5,
"forecast_high_pct": 10,
"forecast_low_pct": -7,
"invalidation_condition": "SMH breaks below recent pullback low or 10y yield surges above 4.8%",
"option_id": "SEMICONDUCTORS",
"reversal_case": "AI capex disappointment or rates spike compress high-multiple chip stocks",
"time_window_catalyst": "Benign CPI Aug 12; risk-on into Jackson Hole"
},
{
"continuation_case": "Fresh relative-strength breakout with substantial room below prior high",
"decision": "selected",
"evidence": [
"+8.57% over last 5 sessions, +6.52% active over 21s",
"Still -12.8% from 52-week high",
"Weak payrolls (-23k July) increase rate-cut odds, benefiting duration-sensitive software"
],
"forecast_base_pct": 2.2,
"forecast_high_pct": 9,
"forecast_low_pct": -6,
"invalidation_condition": "IGV gives back its recent outperformance on rising yields",
"option_id": "SOFTWARE",
"reversal_case": "Hot inflation prints lift discount rates and reverse the rally",
"time_window_catalyst": "CPI Aug 12, PPI Aug 13"
},
{
"continuation_case": "Elevated inflation, weakening labor market, and geopolitical risk sustain safe-haven demand",
"decision": "selected",
"evidence": [
"+7.23% over 5 sessions with dollar weakening (UUP -1.02% 21s)",
"CPI 3.5% y/y, PCE 3.7% y/y — inflation elevated",
"Strait of Hormuz arrangements unresolved; US-Iran conflict ongoing"
],
"forecast_base_pct": 1.8,
"forecast_high_pct": 7,
"forecast_low_pct": -3,
"invalidation_condition": "Hormuz reopening confirmed alongside a strong dollar rally",
"option_id": "GOLD",
"reversal_case": "Dollar rebound or conflict resolution unwinds the recent surge",
"time_window_catalyst": "CPI Aug 12; Middle East developments; Jackson Hole"
},
{
"continuation_case": "Established relative uptrend plus reset positioning and easing-rate tailwind",
"decision": "selected",
"evidence": [
"Highest quality evidence score in universe (0.778)",
"Prior active +24.69% with deepest recent active pullback (-7.07%)",
"Weak July payrolls support rate-cut expectations helpful to biotech financing"
],
"forecast_base_pct": 1.8,
"forecast_high_pct": 8,
"forecast_low_pct": -5,
"invalidation_condition": "10y yield rises sharply or XBI breaks its consolidation low",
"option_id": "BIOTECH",
"reversal_case": "Rates back up or risk appetite fades, hitting unprofitable biotech",
"time_window_catalyst": "FOMC minutes Aug 19; softening labor data supporting cuts"
},
{
"continuation_case": "Mean reversion if yields fall on weak data",
"decision": "rejected",
"evidence": [
"-6.23% active over 21s, deep pullback rank 0.925",
"30y yield at 5.19% pressures rate-sensitive defensives"
],
"forecast_base_pct": 0.5,
"forecast_high_pct": 3.5,
"forecast_low_pct": -3,
"invalidation_condition": "30y yield rises above 5.4%",
"option_id": "UTILITIES",
"reversal_case": "Long yields stay elevated, keeping utilities under pressure",
"time_window_catalyst": "FOMC minutes Aug 19"
},
{
"continuation_case": "Weak payrolls could rally duration",
"decision": "rejected",
"evidence": [
"30y at 5.19%, elevated inflation (CPI 3.5%) with three FOMC hike dissenters",
"-4.52% active 21s"
],
"forecast_base_pct": 0.5,
"forecast_high_pct": 4,
"forecast_low_pct": -3.5,
"invalidation_condition": "Hot CPI pushes 30y toward 5.5%",
"option_id": "LONG_TREASURY",
"reversal_case": "Sticky inflation and hawkish dissent keep long yields high",
"time_window_catalyst": "CPI Aug 12, FOMC minutes Aug 19"
},
{
"continuation_case": "Continued supply restriction sustains prices",
"decision": "rejected",
"evidence": [
"USO -8.66% over 5 sessions despite +30.62% prior active trend",
"Brent $83.55; Hormuz arrangements unresolved"
],
"forecast_base_pct": 0,
"forecast_high_pct": 12,
"forecast_low_pct": -12,
"invalidation_condition": "Hormuz reopening announcement",
"option_id": "OIL",
"reversal_case": "Conflict resolution could rapidly deflate the geopolitical premium; recent momentum already breaking",
"time_window_catalyst": "Middle East headlines before Sep 10"
}
],
"confidence": 0.58,
"expected_alpha_vs_sp500_pct": 0.88,
"is_official_score": true,
"key_risks": [
"Hot July CPI (Aug 12) triggers hawkish repricing hitting high-beta tech and biotech",
"Fed dissenters gain traction at Jackson Hole, pushing yields higher and hurting gold and duration plays",
"Semiconductor volatility (55% annualized) can produce large drawdowns in a month",
"Middle East de-escalation removes gold's geopolitical bid"
],
"metadata": {},
"mode": "closed_capability",
"model_id": "anthropic-claude-fable-5",
"portfolio": [
{
"allocation_pct": 25,
"expected_return_pct": 2.5,
"invalidation_condition": "SMH breaks below its recent pullback low or hot CPI drives 10y yields materially above 4.8%",
"option_id": "SEMICONDUCTORS",
"rationale": "Strongest prior active trend (+47.96% prior 105s) with recent -6.99% active pullback offering re-entry; AI capex cycle intact per continued tech leadership.",
"time_window_catalyst": "CPI Aug 12 and Jackson Hole Aug 27-29 supporting risk appetite; ongoing AI demand narrative"
},
{
"allocation_pct": 15,
"expected_return_pct": 2.2,
"invalidation_condition": "Rates spike on hot inflation prints or IGV loses its recent breakout",
"option_id": "SOFTWARE",
"rationale": "Best 5-session return among tech (+8.57%) with positive +6.52% active 21s, still 12.8% below 52w high — momentum with room to recover.",
"time_window_catalyst": "Benign July CPI/PPI (Aug 12-13) supporting duration-sensitive growth"
},
{
"allocation_pct": 20,
"expected_return_pct": 1.8,
"invalidation_condition": "Sharp dollar rebound or resolution of the Strait of Hormuz situation removing geopolitical premium",
"option_id": "GOLD",
"rationale": "+7.23% 5s with elevated inflation (CPI 3.5% y/y), FOMC dissent toward hikes, and unresolved Strait of Hormuz conflict supporting safe-haven demand.",
"time_window_catalyst": "July CPI Aug 12; Middle East conflict headlines; Jackson Hole"
},
{
"allocation_pct": 20,
"expected_return_pct": 1.8,
"invalidation_condition": "Rates rise materially or XBI breaks below its recent consolidation low",
"option_id": "BIOTECH",
"rationale": "Strong prior active trend (+24.69%) with deepest recent active pullback (-7.07%); highest quality evidence score (0.778); low correlation diversifier.",
"time_window_catalyst": "Rate-cut expectations after weak July payrolls (-23k) benefit long-duration biotech"
},
{
"allocation_pct": 20,
"expected_return_pct": 1,
"invalidation_condition": "Hot CPI plus Fed hike signaling breaks the uptrend",
"option_id": "SP500",
"rationale": "Benchmark core at record highs with broad participation (72% positive assets 21s).",
"time_window_catalyst": "CPI Aug 12, Jackson Hole, August payrolls Sep 4"
}
],
"portfolio_expected_return_pct": 1.88,
"portfolio_rationale": "Weak labor data (July payrolls -23k, big downward revisions) argues against further Fed hikes despite dissent, supporting growth/duration-sensitive tech and biotech; gold hedges the elevated-inflation and Middle East geopolitical tail. Tech cluster capped at 40%, SPY core anchors the benchmark.",
"provider": "anthropic",
"rationale_summary": "Overweight semis and software on intact AI-cycle momentum with recent pullback entry, biotech on rate-cut sensitivity and pullback, gold as geopolitical/inflation hedge, 20% SPY core.",
"replicate_count": 1,
"replicate_index": 1,
"round_id": "CB-2026-08-09-1M",
"run_type": "official",
"usage": {
"input_tokens": 28187,
"latency_seconds": 52.60741700301878,
"output_tokens": 3709,
"total_tokens": 31896
}
} anthropic-claude-opus-4-8
Core SPY anchor blended with two high-quality-evidence growth sleeves (biotech mean-reversion and software momentum), each in distinct clusters and kept at or below the 50% cluster cap.
Overweight SPY plus biotech and software tilts that clear the SPY base hurdle, exploiting strong quality-evidence scores while respecting cluster caps.
{
"benchmark_expected_return_pct": 0.8,
"candidate_ledger": [
{
"continuation_case": "Record highs with solid services and consumer spending support continued grind higher.",
"decision": "selected",
"evidence": [
"Closed Aug 7 at record 7757.64, +3.6% for week",
"Q2 GDP +1.5%, services PMI 54.1",
"Fed on hold at 3.50-3.75%"
],
"forecast_base_pct": 0.8,
"forecast_high_pct": 4.5,
"forecast_low_pct": -4,
"invalidation_condition": "Drawdown >5% on inflation or geopolitical shock",
"option_id": "SP500",
"reversal_case": "Weak July payrolls (-23k) and downward revisions signal labor softening.",
"time_window_catalyst": "CPI Aug 12, Jackson Hole, Sept 4 jobs"
},
{
"continuation_case": "High prior trend with deep pullback sets up mean-reversion rebound.",
"decision": "selected",
"evidence": [
"Top quality-evidence score 0.778",
"Prior active rank 0.910, recent pullback rank 0.985",
"return_5s +7.05%"
],
"forecast_base_pct": 1.8,
"forecast_high_pct": 8,
"forecast_low_pct": -6,
"invalidation_condition": "XBI breaks recent support or financing tightens",
"option_id": "BIOTECH",
"reversal_case": "Negative 21s active return (-7.07%) shows recent underperformance may persist.",
"time_window_catalyst": "Rate stability supports risk appetite into Jackson Hole"
},
{
"continuation_case": "Strong recent relative momentum and improving breadth.",
"decision": "selected",
"evidence": [
"active_return_21s +6.52%, best in tech",
"return_5s +8.57%",
"prior active rank 0.851"
],
"forecast_base_pct": 1.6,
"forecast_high_pct": 7,
"forecast_low_pct": -5,
"invalidation_condition": "IGV drops >5% or hot CPI spikes rates",
"option_id": "SOFTWARE",
"reversal_case": "Low recent pullback rank 0.045 signals stretched, low margin of safety.",
"time_window_catalyst": "Tech earnings momentum, stable rates"
},
{
"continuation_case": "Strong AI-driven demand and top prior trend.",
"decision": "rejected",
"evidence": [
"Highest prior active rank 1.000",
"volatility_63s 55%",
"active_return_21s -6.99%"
],
"forecast_base_pct": 0.5,
"forecast_high_pct": 10,
"forecast_low_pct": -10,
"invalidation_condition": "SMH drawdown accelerates past recent lows",
"option_id": "SEMICONDUCTORS",
"reversal_case": "Extreme volatility and recent negative active return raise drawdown risk.",
"time_window_catalyst": "AI capex updates"
},
{
"continuation_case": "Safe-haven demand amid Middle East conflict.",
"decision": "rejected",
"evidence": [
"return_5s +7.23%",
"active_return_21s +2.51%",
"lowest quality score 0.113"
],
"forecast_base_pct": 1,
"forecast_high_pct": 6,
"forecast_low_pct": -4,
"invalidation_condition": "Real yields rise sharply",
"option_id": "GOLD",
"reversal_case": "Very deep drawdown (-19.6% from high) and weak quality evidence.",
"time_window_catalyst": "Geopolitical escalation"
},
{
"continuation_case": "Recent strength and positive active return.",
"decision": "rejected",
"evidence": [
"return_5s +4.82%",
"active_return_21s +2.31%",
"prior active rank 0.328"
],
"forecast_base_pct": 0.7,
"forecast_high_pct": 5,
"forecast_low_pct": -4,
"invalidation_condition": "Commodity demand weakens",
"option_id": "MATERIALS",
"reversal_case": "Weak prior trend and low quality score 0.302.",
"time_window_catalyst": "Industrial production Aug 18"
},
{
"continuation_case": "Labor softening could drive duration rally.",
"decision": "rejected",
"evidence": [
"return_5s +1.03%",
"active_return_21s -4.52%",
"30y yield 5.19%"
],
"forecast_base_pct": 0.3,
"forecast_high_pct": 4,
"forecast_low_pct": -4,
"invalidation_condition": "Inflation reaccelerates",
"option_id": "LONG_TREASURY",
"reversal_case": "Elevated inflation (core PCE 3.3%) keeps long yields high.",
"time_window_catalyst": "CPI Aug 12, FOMC minutes"
},
{
"continuation_case": "Defensive ballast if equities correct.",
"decision": "rejected",
"evidence": [
"return_5s +0.59%",
"active_return_21s -3.11%",
"low volatility"
],
"forecast_base_pct": 0.3,
"forecast_high_pct": 2.5,
"forecast_low_pct": -2,
"invalidation_condition": "Yields spike on hot data",
"option_id": "AGGREGATE_BONDS",
"reversal_case": "Base return below SPY hurdle.",
"time_window_catalyst": "CPI, jobs report"
}
],
"confidence": 0.5,
"expected_alpha_vs_sp500_pct": 0.49,
"is_official_score": true,
"key_risks": [
"Hot July CPI on Aug 12 reprices rates and hits high-beta growth/biotech",
"Middle East oil supply shock triggers broad risk-off",
"High-beta tech sleeves amplify any market drawdown"
],
"metadata": {},
"mode": "closed_capability",
"model_id": "anthropic-claude-opus-4-8",
"portfolio": [
{
"allocation_pct": 45,
"expected_return_pct": 0.8,
"invalidation_condition": "Core PCE reaccelerates or oil spike triggers risk-off drawdown >5%",
"option_id": "SP500",
"rationale": "Core broad-market exposure at record highs with solid GDP and services momentum.",
"time_window_catalyst": "Aug 12 CPI, Aug 27-29 Jackson Hole, Sept 4 jobs report"
},
{
"allocation_pct": 25,
"expected_return_pct": 1.8,
"invalidation_condition": "XBI breaks below recent support or biotech financing conditions tighten sharply",
"option_id": "BIOTECH",
"rationale": "Highest quality-evidence score (0.778) with strong prior trend and deep recent pullback offering mean-reversion setup.",
"time_window_catalyst": "Continued rate-stability supports risk appetite into Jackson Hole"
},
{
"allocation_pct": 30,
"expected_return_pct": 1.6,
"invalidation_condition": "IGV drops below 5% from entry or rates spike on hot CPI",
"option_id": "SOFTWARE",
"rationale": "Strong positive active return (+6.52% 21s) with best recent relative momentum in tech and improving breadth.",
"time_window_catalyst": "Tech earnings momentum and stable rates through September"
}
],
"portfolio_expected_return_pct": 1.29,
"portfolio_rationale": "Core SPY anchor blended with two high-quality-evidence growth sleeves (biotech mean-reversion and software momentum), each in distinct clusters and kept at or below the 50% cluster cap.",
"provider": "anthropic",
"rationale_summary": "Overweight SPY plus biotech and software tilts that clear the SPY base hurdle, exploiting strong quality-evidence scores while respecting cluster caps.",
"replicate_count": 1,
"replicate_index": 1,
"round_id": "CB-2026-08-09-1M",
"run_type": "official",
"usage": {
"input_tokens": 28193,
"latency_seconds": 30.71296643395908,
"output_tokens": 2544,
"total_tokens": 30737
}
} anthropic-claude-opus-5
Core SPY plus modest diversifiers: gold for the unresolved Hormuz/energy-inflation risk, biotech for the best quality-evidence profile, and equal-weight for broadening breadth without mega-cap concentration.
Market is at record highs with soft labor data and sticky inflation; portfolio keeps benchmark beta while adding two uncorrelated alpha sleeves capped well under cluster limits.
{
"benchmark_expected_return_pct": 1,
"candidate_ledger": [
{
"continuation_case": "Record highs, broad positive asset share, solid services PMI and private final sales.",
"decision": "selected",
"evidence": [
"S&P 500 closed Aug 7 at record 7,757.64, +3.6% for the week",
"spy_return_21s 2.87%; 63s volatility 14.0%",
"FOMC held at 3.50-3.75% with three hawkish dissents"
],
"forecast_base_pct": 1,
"forecast_high_pct": 5,
"forecast_low_pct": -5,
"invalidation_condition": "Inflation upside surprise with 10y above 4.9%",
"option_id": "SP500",
"reversal_case": "Negative payrolls, 3.5% headline CPI, hawkish dissents could trigger a drawdown from stretched levels.",
"time_window_catalyst": "CPI Aug 12, Jackson Hole Aug 27-29, payrolls Sep 4"
},
{
"continuation_case": "Geopolitical premium plus elevated inflation and soft labor data support haven demand.",
"decision": "selected",
"evidence": [
"IAU +7.23% over 5 sessions, +2.51% active over 21",
"Brent $83.55 with Hormuz unresolved",
"Headline CPI 3.5% y/y, PCE 3.7% y/y"
],
"forecast_base_pct": 2.2,
"forecast_high_pct": 10,
"forecast_low_pct": -6,
"invalidation_condition": "Hormuz reopening and real yields rising further",
"option_id": "GOLD",
"reversal_case": "High real yields (10y real 2.40%) and hawkish Fed dissents cap gold; 63s drawdown -16% shows fragility.",
"time_window_catalyst": "Middle East headlines; Jackson Hole"
},
{
"continuation_case": "Strong prior trend with a deep recent pullback and renewed risk appetite.",
"decision": "selected",
"evidence": [
"Top quality evidence score 0.778",
"XBI +7.05% over 5 sessions after -7.07% active 21s",
"prior 105s active +24.7%"
],
"forecast_base_pct": 2,
"forecast_high_pct": 11,
"forecast_low_pct": -8,
"invalidation_condition": "XBI underperforming SPY by more than 5% intramonth",
"option_id": "BIOTECH",
"reversal_case": "30% volatility and rate sensitivity; a yield spike or risk-off would hit XBI hard.",
"time_window_catalyst": "FOMC minutes Aug 19; sector newsflow"
},
{
"continuation_case": "Breadth improving; low volatility and shallow drawdown give favorable risk-adjusted exposure.",
"decision": "selected",
"evidence": [
"RSP 21s active +0.22%, volatility 11.1%, drawdown -2.0%",
"positive_asset_share_21s 72.5%"
],
"forecast_base_pct": 1.2,
"forecast_high_pct": 5,
"forecast_low_pct": -4,
"invalidation_condition": "RSP trailing SPY by more than 2% intramonth",
"option_id": "EQUAL_WEIGHT_SP500",
"reversal_case": "Mega-cap AI leadership could resume, leaving equal-weight behind as in the last 5 sessions.",
"time_window_catalyst": "Retail sales Aug 14; payrolls Sep 4"
},
{
"continuation_case": "Strongest prior relative trend and a sharp 5-session rebound.",
"decision": "rejected",
"evidence": [
"SMH prior 105s active +47.96%, 63s vol 55%",
"21s active -6.99%, drawdown -24.6%"
],
"forecast_base_pct": 1.5,
"forecast_high_pct": 14,
"forecast_low_pct": -14,
"invalidation_condition": "SMH failing to reclaim its 52-week high area",
"option_id": "SEMICONDUCTORS",
"reversal_case": "Extreme volatility and crowding make a further unwind plausible within one month.",
"time_window_catalyst": "AI capex commentary; CPI-driven rate moves"
},
{
"continuation_case": "Negative payrolls and downward revisions could pull yields lower.",
"decision": "rejected",
"evidence": [
"30y at 5.19%, 10y 4.65%",
"TLT 21s -1.65%, active -4.52%"
],
"forecast_base_pct": 0.4,
"forecast_high_pct": 5,
"forecast_low_pct": -4,
"invalidation_condition": "30y yield above 5.35%",
"option_id": "LONG_TREASURY",
"reversal_case": "3.5% CPI and hawkish dissents keep long-end supply and inflation pressure.",
"time_window_catalyst": "CPI Aug 12, PPI Aug 13, payrolls Sep 4"
},
{
"continuation_case": "Supply restriction from the conflict supports crude prices.",
"decision": "rejected",
"evidence": [
"Brent $83.55, Hormuz unresolved",
"XLE -3.44% over 5 sessions; USO -8.66%"
],
"forecast_base_pct": 0.5,
"forecast_high_pct": 9,
"forecast_low_pct": -9,
"invalidation_condition": "Brent below $72",
"option_id": "ENERGY",
"reversal_case": "Sharp 5-session oil decline suggests de-escalation pricing already underway.",
"time_window_catalyst": "Strait of Hormuz negotiations"
},
{
"continuation_case": "Precious and industrial metals strength plus weak dollar.",
"decision": "rejected",
"evidence": [
"XME +14.99% over 5 sessions, +9.24% active 21s",
"Lowest pullback rank 0.000; 63s drawdown -26.5%"
],
"forecast_base_pct": 1,
"forecast_high_pct": 14,
"forecast_low_pct": -14,
"invalidation_condition": "Copper and gold both falling more than 5%",
"option_id": "METALS_MINING",
"reversal_case": "Parabolic short-term move with poor prior trend invites mean reversion.",
"time_window_catalyst": "China/global growth data; metals prices"
}
],
"confidence": 0.5,
"expected_alpha_vs_sp500_pct": 0.48,
"is_official_score": true,
"key_risks": [
"Hot July CPI/PPI on Aug 12-13 lifting yields and hitting equities",
"Gold reversal if the Strait of Hormuz reopens",
"Biotech's high volatility and factor-reversal risk after a sharp bounce",
"Further labor-market deterioration triggering a growth scare"
],
"metadata": {},
"mode": "closed_capability",
"model_id": "anthropic-claude-opus-5",
"portfolio": [
{
"allocation_pct": 40,
"expected_return_pct": 1,
"invalidation_condition": "CPI/PPI upside surprise pushing 10y above ~4.9% with SPY breaking below its 50-day trend",
"option_id": "SP500",
"rationale": "Core benchmark exposure at record highs with broad participation.",
"time_window_catalyst": "July CPI Aug 12, Jackson Hole Aug 27-29, Aug payrolls Sep 4"
},
{
"allocation_pct": 20,
"expected_return_pct": 2.2,
"invalidation_condition": "Hormuz resolution plus a hawkish Fed lifting real yields materially",
"option_id": "GOLD",
"rationale": "Safe-haven and inflation hedge with Hormuz unresolved; strong recent momentum plus deep prior drawdown.",
"time_window_catalyst": "Middle East conflict headlines; Jackson Hole policy tone"
},
{
"allocation_pct": 20,
"expected_return_pct": 2,
"invalidation_condition": "Long yields rising sharply or XBI losing its 5-session gain",
"option_id": "BIOTECH",
"rationale": "Highest quality-evidence score: strong prior relative trend with a deep recent relative pullback and improving risk appetite.",
"time_window_catalyst": "FOMC minutes Aug 19 and rate path; M&A/clinical newsflow"
},
{
"allocation_pct": 20,
"expected_return_pct": 1.2,
"invalidation_condition": "Breadth narrowing with RSP underperforming SPY by more than 2% intramonth",
"option_id": "EQUAL_WEIGHT_SP500",
"rationale": "Low-volatility broadening exposure; shallow drawdown and improving breadth with 72% of assets positive over 21 sessions.",
"time_window_catalyst": "Aug 14 retail sales, Sep 4 payrolls"
}
],
"portfolio_expected_return_pct": 1.48,
"portfolio_rationale": "Core SPY plus modest diversifiers: gold for the unresolved Hormuz/energy-inflation risk, biotech for the best quality-evidence profile, and equal-weight for broadening breadth without mega-cap concentration.",
"provider": "anthropic",
"rationale_summary": "Market is at record highs with soft labor data and sticky inflation; portfolio keeps benchmark beta while adding two uncorrelated alpha sleeves capped well under cluster limits.",
"replicate_count": 1,
"replicate_index": 1,
"round_id": "CB-2026-08-09-1M",
"run_type": "official",
"usage": {
"input_tokens": 28187,
"latency_seconds": 45.73092824895866,
"output_tokens": 3091,
"total_tokens": 31278
}
} google-gemini-3-1-pro
The portfolio is positioned to capture growth through semiconductors and biotech while hedging macroeconomic and geopolitical risks with gold. The allocation balances high-momentum sectors with a defensive precious metals position, anticipating continued market strength but acknowledging potential volatility from upcoming economic data.
A balanced approach targeting high-quality growth sectors (Semiconductors, Biotech) while utilizing Gold as a hedge against geopolitical and economic uncertainty.
{
"benchmark_expected_return_pct": 1,
"candidate_ledger": [
{
"continuation_case": "Continued economic resilience and steady corporate earnings support further index gains.",
"decision": "rejected",
"evidence": [
"The S&P 500 closed August 7 at a record 7,757.64, up 0.6% for the session and 3.6% for the week.",
"July nonfarm payroll employment changed by -23,000 and the unemployment rate was 4.1%."
],
"forecast_base_pct": 1,
"forecast_high_pct": 3,
"forecast_low_pct": -2,
"invalidation_condition": "A significant negative surprise in upcoming payroll or inflation data.",
"option_id": "SP500",
"reversal_case": "Weakening labor market data and elevated valuations could trigger a broad market correction.",
"time_window_catalyst": "August 12 CPI and September 4 employment situation"
},
{
"continuation_case": "Strong momentum and high quality scores suggest continued outperformance in the tech sector.",
"decision": "selected",
"evidence": [
"SEMICONDUCTORS has a quality evidence score of 0.754.",
"The option returned 7.80% over the last 5 sessions."
],
"forecast_base_pct": 2.5,
"forecast_high_pct": 6,
"forecast_low_pct": -3,
"invalidation_condition": "A sharp rise in interest rates or a significant miss in upcoming economic data.",
"option_id": "SEMICONDUCTORS",
"reversal_case": "A sudden shift in market sentiment away from high-growth tech stocks.",
"time_window_catalyst": "August 14 retail sales and August 27 Jackson Hole symposium"
},
{
"continuation_case": "High quality scores and recent strong returns indicate a favorable environment for biotech.",
"decision": "selected",
"evidence": [
"BIOTECH has a quality evidence score of 0.778.",
"The option returned 7.05% over the last 5 sessions."
],
"forecast_base_pct": 2,
"forecast_high_pct": 5,
"forecast_low_pct": -2,
"invalidation_condition": "Unexpected regulatory hurdles or a broader market sell-off impacting high-beta sectors.",
"option_id": "BIOTECH",
"reversal_case": "Regulatory challenges or a broader market rotation out of high-beta sectors.",
"time_window_catalyst": "August 12 CPI and August 13 PPI releases"
},
{
"continuation_case": "Cooling inflation and unresolved geopolitical tensions support safe-haven demand for gold.",
"decision": "selected",
"evidence": [
"GOLD returned 7.23% over the last 5 sessions.",
"Headline CPI fell 0.4% in June and rose 3.5% over 12 months."
],
"forecast_base_pct": 1.5,
"forecast_high_pct": 4,
"forecast_low_pct": -1,
"invalidation_condition": "A sudden resolution to geopolitical tensions or a hawkish shift in Fed rhetoric.",
"option_id": "GOLD",
"reversal_case": "A sudden resolution to Middle East conflicts or a hawkish shift by the Fed.",
"time_window_catalyst": "August 19 FOMC minutes and September 4 employment situation"
},
{
"continuation_case": "Weakening labor data could increase expectations for future rate cuts, boosting long-duration bonds.",
"decision": "rejected",
"evidence": [
"July nonfarm payroll employment changed by -23,000.",
"The FOMC voted 9-3 to keep the federal-funds target at 3.50%-3.75%."
],
"forecast_base_pct": 1.2,
"forecast_high_pct": 3,
"forecast_low_pct": -1,
"invalidation_condition": "A significant upside surprise in inflation or a strong rebound in payrolls.",
"option_id": "LONG_TREASURY",
"reversal_case": "Inflation data surprises to the upside, forcing the Fed to maintain higher rates for longer.",
"time_window_catalyst": "August 12 CPI and August 27 Jackson Hole symposium"
},
{
"continuation_case": "A broadening market rally and potential rate cuts could disproportionately benefit small caps.",
"decision": "rejected",
"evidence": [
"The Russell 2000 closed at 3,034.49, up 1.1% for the session and 3.5% for the week.",
"SMALL_CAP has a quality evidence score of 0.694."
],
"forecast_base_pct": 0.5,
"forecast_high_pct": 4,
"forecast_low_pct": -3,
"invalidation_condition": "A sharp deterioration in domestic economic indicators.",
"option_id": "SMALL_CAP",
"reversal_case": "Economic slowdown fears disproportionately impact smaller, more domestically focused companies.",
"time_window_catalyst": "August 14 retail sales and September 4 employment situation"
},
{
"continuation_case": "Unresolved geopolitical tensions in the Middle East could lead to a rebound in oil prices.",
"decision": "rejected",
"evidence": [
"OIL returned -8.66% over the last 5 sessions.",
"The U.S.-Iran conflict continued to restrict oil flows and arrangements to reopen the Strait of Hormuz remained unresolved."
],
"forecast_base_pct": 0.8,
"forecast_high_pct": 5,
"forecast_low_pct": -4,
"invalidation_condition": "A formal agreement to reopen the Strait of Hormuz.",
"option_id": "OIL",
"reversal_case": "A resolution to the Strait of Hormuz situation or a global economic slowdown reducing demand.",
"time_window_catalyst": "Ongoing developments in the Middle East conflict"
}
],
"confidence": 0.65,
"expected_alpha_vs_sp500_pct": 1.05,
"is_official_score": true,
"key_risks": [
"A resurgence in inflation could lead to a hawkish Fed surprise, negatively impacting growth sectors.",
"Geopolitical tensions in the Middle East could escalate, causing broader market volatility.",
"A sharper-than-expected economic slowdown could hurt semiconductor demand."
],
"metadata": {},
"mode": "closed_capability",
"model_id": "google-gemini-3-1-pro",
"portfolio": [
{
"allocation_pct": 40,
"expected_return_pct": 2.5,
"invalidation_condition": "A sharp rise in interest rates or a significant miss in upcoming economic data.",
"option_id": "SEMICONDUCTORS",
"rationale": "Strong recent momentum and high quality evidence score support continued outperformance in the technology sector.",
"time_window_catalyst": "August 14 retail sales and August 27 Jackson Hole symposium"
},
{
"allocation_pct": 30,
"expected_return_pct": 2,
"invalidation_condition": "Unexpected regulatory hurdles or a broader market sell-off impacting high-beta sectors.",
"option_id": "BIOTECH",
"rationale": "High quality evidence score and strong recent returns provide a compelling case for healthcare outperformance.",
"time_window_catalyst": "August 12 CPI and August 13 PPI releases"
},
{
"allocation_pct": 30,
"expected_return_pct": 1.5,
"invalidation_condition": "A sudden resolution to geopolitical tensions or a hawkish shift in Fed rhetoric.",
"option_id": "GOLD",
"rationale": "Acts as a safe haven amid unresolved Middle East conflicts and cooling inflation data.",
"time_window_catalyst": "August 19 FOMC minutes and September 4 employment situation"
}
],
"portfolio_expected_return_pct": 2.05,
"portfolio_rationale": "The portfolio is positioned to capture growth through semiconductors and biotech while hedging macroeconomic and geopolitical risks with gold. The allocation balances high-momentum sectors with a defensive precious metals position, anticipating continued market strength but acknowledging potential volatility from upcoming economic data.",
"provider": "google",
"rationale_summary": "A balanced approach targeting high-quality growth sectors (Semiconductors, Biotech) while utilizing Gold as a hedge against geopolitical and economic uncertainty.",
"replicate_count": 1,
"replicate_index": 1,
"round_id": "CB-2026-08-09-1M",
"run_type": "official",
"usage": {
"input_tokens": 17435,
"latency_seconds": 25.82234497112222,
"output_tokens": 2202,
"reasoning_tokens": 1624,
"total_tokens": 21261
}
} openai-gpt-5-5
The portfolio emphasizes candidates with base forecasts above SPY and identifiable one-month catalysts: semiconductor-linked growth, biotech rebound potential, Taiwan supply-chain exposure, and oil geopolitical supply risk. Cluster exposure stays within the 50% cap outside SPY and CASH, with technology_and_growth at 35%, healthcare_and_biotech at 25%, international_equity at 20%, and energy at 20%.
SPY has positive broad-market momentum but is already at a record high, so selected active holdings target stronger pullback-plus-trend setups and a distinct oil supply catalyst. The portfolio expected base return is 1.90%, versus a 1.00% SPY base forecast.
{
"benchmark_expected_return_pct": 1,
"candidate_ledger": [
{
"continuation_case": "Broad market breadth was positive with 88.41% of assets positive over 5 sessions and the index making a record high.",
"decision": "rejected",
"evidence": [
"S&P 500 closed August 7 at a record 7,757.64, up 3.6% for the week.",
"SPY return was 3.51% over 5 sessions and 2.87% over 21 sessions.",
"Volatility_63s was 14.02% and max_drawdown_63s was -4.49%."
],
"forecast_base_pct": 1,
"forecast_high_pct": 4,
"forecast_low_pct": -3,
"invalidation_condition": "Invalidated if SPY breaks below recent highs with worsening breadth or if inflation and labor data create a hawkish-rate repricing.",
"option_id": "SP500",
"reversal_case": "Record-high entry, soft payroll data, and upcoming inflation and employment releases could trigger a valuation or rates-driven pullback.",
"time_window_catalyst": "July CPI/PPI, retail sales, FOMC minutes, Jackson Hole, Q2 GDP revisions, and August employment before the September 10 close."
},
{
"continuation_case": "Very strong prior relative trend plus a deep recent pullback and sharp 5-session rebound support a continuation/rebound setup if risk appetite persists.",
"decision": "selected",
"evidence": [
"Quality evidence score was 0.754, supported by prior active rank of 1.000 and recent pullback rank of 0.970.",
"Prior_105s_active_return was 47.96%, while active_return_21s was -6.99%.",
"Return_5s was 7.80%, with high volatility_63s of 55.02% and max_drawdown_63s of -24.62%."
],
"forecast_base_pct": 2.2,
"forecast_high_pct": 10,
"forecast_low_pct": -8,
"invalidation_condition": "Invalidated if semiconductors fail to hold the recent rebound, relative performance versus SPY remains negative after CPI/PPI, or long yields rise sharply.",
"option_id": "SEMICONDUCTORS",
"reversal_case": "Extremely high volatility, high beta, and a large drawdown leave the group vulnerable to rate shocks or profit-taking after the rebound.",
"time_window_catalyst": "July CPI/PPI, FOMC minutes, Jackson Hole, August employment, and risk appetite into technology earnings revisions before September 10."
},
{
"continuation_case": "The combination of top quality score, strong prior active trend, deep pullback, and recent rebound supports a one-month continuation if financing conditions remain benign.",
"decision": "selected",
"evidence": [
"Quality evidence score was 0.778, the strongest in the supplied quality table.",
"Prior_105s_active_return was 24.69% and recent active_return_21s was -7.07%.",
"Return_5s was 7.05%, with volatility_63s of 30.19% and max_drawdown_63s of -10.51%."
],
"forecast_base_pct": 1.8,
"forecast_high_pct": 7,
"forecast_low_pct": -5.5,
"invalidation_condition": "Invalidated if risk appetite deteriorates, high-beta healthcare fails to recover relative to SPY, or rates rise enough to pressure financing-sensitive biotech.",
"option_id": "BIOTECH",
"reversal_case": "Biotech is financing- and risk-appetite-sensitive, so higher rates or a risk-off reaction to labor/inflation data could reverse the rebound.",
"time_window_catalyst": "CPI/PPI, July personal income and outlays, Jackson Hole rate commentary, and August employment as financing-condition catalysts for biotech risk appetite."
},
{
"continuation_case": "Semiconductor-linked Taiwan exposure has a strong prior trend, meaningful pullback, and recent rebound that can continue if global growth and tech sentiment remain supportive.",
"decision": "selected",
"evidence": [
"Quality evidence score was 0.746 with prior active rank of 0.985 and recent pullback rank of 0.910.",
"Prior_105s_active_return was 43.28% and active_return_21s was -4.73%.",
"Return_5s was 6.77%, volatility_63s was 44.68%, and distance_52w_high was -7.57%."
],
"forecast_base_pct": 1.7,
"forecast_high_pct": 8,
"forecast_low_pct": -6.5,
"invalidation_condition": "Invalidated if Taiwan breaks lower relative to SPY, semiconductor momentum reverses, or geopolitical/currency risk overwhelms the rebound setup.",
"option_id": "TAIWAN",
"reversal_case": "High volatility, semiconductor concentration, currency moves, or geopolitical concerns could overwhelm the positive trend signal.",
"time_window_catalyst": "U.S. inflation releases, FOMC minutes, Jackson Hole policy messaging, global risk appetite, and semiconductor supply-chain sentiment before the exit close."
},
{
"continuation_case": "Unresolved Middle East supply disruption and strong prior active trend could drive a rebound from the sharp five-session pullback.",
"decision": "selected",
"evidence": [
"AP reported Brent crude at $83.55 on August 7 and said the U.S.-Iran conflict continued to restrict oil flows.",
"Arrangements to reopen the Strait of Hormuz remained unresolved at the cutoff.",
"Oil had prior_105s_active_return of 30.62%, active_return_21s of 5.36%, and return_5s of -8.66%."
],
"forecast_base_pct": 1.6,
"forecast_high_pct": 12,
"forecast_low_pct": -10,
"invalidation_condition": "Invalidated if arrangements to reopen Hormuz are resolved, crude fails to rebound from the recent drawdown, or demand data weakens materially.",
"option_id": "OIL",
"reversal_case": "A Hormuz reopening arrangement, reduced geopolitical risk premium, or softer macro demand data could reverse the oil setup quickly.",
"time_window_catalyst": "News on U.S.-Iran conflict, Strait of Hormuz reopening arrangements, and inflation/energy-price data before September 10."
},
{
"continuation_case": "Safe-haven demand, unresolved Middle East conflict, and recent strong precious-metals performance could continue if real yields fall or risk aversion rises.",
"decision": "rejected",
"evidence": [
"Gold returned 7.23% over 5 sessions and 5.38% over 21 sessions.",
"Prior_105s_active_return was -25.91% and quality evidence score was 0.113.",
"Gold was still -19.58% from its 52-week high, with volatility_63s of 24.80%."
],
"forecast_base_pct": 0.8,
"forecast_high_pct": 6,
"forecast_low_pct": -5,
"invalidation_condition": "Invalidated if gold loses its recent 5-session momentum while real yields or the U.S. dollar rise.",
"option_id": "GOLD",
"reversal_case": "Very weak prior trend and low quality score make the recent move vulnerable to reversal if the dollar or real yields firm.",
"time_window_catalyst": "July CPI/PPI, FOMC minutes, Jackson Hole, Middle East headlines, and real-yield movement before September 10."
},
{
"continuation_case": "High short-term yields and very low volatility support a stable positive carry profile over one month.",
"decision": "rejected",
"evidence": [
"Short Treasury return_5s was 0.08%, with volatility_63s of 0.21% and max_drawdown_63s of -0.01%.",
"U.S. Treasury yields on August 7 included 3.87% at 3 months and 4.01% at 1 year.",
"Quality evidence score was 0.624, with low volatility rank and shallow drawdown rank both 1.000."
],
"forecast_base_pct": 0.25,
"forecast_high_pct": 0.4,
"forecast_low_pct": 0,
"invalidation_condition": "Invalidated as an alpha candidate if equities continue making new highs and credit/risk appetite remains firm.",
"option_id": "SHORT_TREASURY",
"reversal_case": "The carry profile is unlikely to beat SPY in a continuing equity rally and has little upside from risk appetite.",
"time_window_catalyst": "Accrual of short-term Treasury yield and any risk-off demand around CPI, FOMC minutes, Jackson Hole, or August employment."
},
{
"continuation_case": "Value has positive recent and prior active returns with lower volatility and shallower drawdown than SPY, supporting defensive participation if the rally broadens.",
"decision": "rejected",
"evidence": [
"Large Value active_return_21s was 1.67% and prior_105s_active_return was 0.82%.",
"Return_5s was 2.28%, volatility_63s was 11.37%, and max_drawdown_63s was -2.40%.",
"Quality evidence score was 0.635, with shallow drawdown rank of 0.821 and low volatility rank of 0.776."
],
"forecast_base_pct": 0.9,
"forecast_high_pct": 3.5,
"forecast_low_pct": -2.5,
"invalidation_condition": "Invalidated if large value underperforms SPY through macro releases while growth leadership accelerates.",
"option_id": "LARGE_VALUE",
"reversal_case": "If growth and technology leadership persists, value may lag despite its lower volatility characteristics.",
"time_window_catalyst": "Retail sales, GDP revisions, corporate profits, ISM releases, and August employment as catalysts for cyclical breadth and earnings expectations."
}
],
"confidence": 0.57,
"expected_alpha_vs_sp500_pct": 0.9,
"is_official_score": true,
"key_risks": [
"A hotter CPI/PPI print or hawkish FOMC/Jackson Hole communication could lift yields and reverse growth, biotech, and semiconductor exposure.",
"Recent strength in high-beta technology and Taiwan could fail as a crowded rebound trade, causing beta-adjusted underperformance versus SPY.",
"Resolution of Strait of Hormuz disruptions or weaker demand data could quickly reverse the oil allocation.",
"The weak July payroll print and large downward revisions could shift markets from soft-landing optimism to growth-scare pricing."
],
"metadata": {},
"mode": "closed_capability",
"model_id": "openai-gpt-5-5",
"portfolio": [
{
"allocation_pct": 35,
"expected_return_pct": 2.2,
"invalidation_condition": "Invalidated if semiconductors fail to hold the recent rebound, relative performance versus SPY remains negative after CPI/PPI, or long yields rise sharply.",
"option_id": "SEMICONDUCTORS",
"rationale": "Highest quality evidence score among major growth candidates, with very strong prior active trend and a recent pullback that offers a continuation/rebound setup despite high volatility.",
"time_window_catalyst": "July CPI/PPI, FOMC minutes, Jackson Hole, August employment, and risk appetite into technology earnings revisions before September 10."
},
{
"allocation_pct": 25,
"expected_return_pct": 1.8,
"invalidation_condition": "Invalidated if risk appetite deteriorates, high-beta healthcare fails to recover relative to SPY, or rates rise enough to pressure financing-sensitive biotech.",
"option_id": "BIOTECH",
"rationale": "Top quality evidence score in the table, strong prior active return, and deep recent active pullback create a one-month rebound candidate with lower SPY beta than the highest-beta tech options.",
"time_window_catalyst": "CPI/PPI, July personal income and outlays, Jackson Hole rate commentary, and August employment as financing-condition catalysts for biotech risk appetite."
},
{
"allocation_pct": 20,
"expected_return_pct": 1.7,
"invalidation_condition": "Invalidated if Taiwan breaks lower relative to SPY, semiconductor momentum reverses, or geopolitical/currency risk overwhelms the rebound setup.",
"option_id": "TAIWAN",
"rationale": "Strong prior active return and high quality score give Taiwan semiconductor-linked exposure while diversifying outside U.S. sector ETFs.",
"time_window_catalyst": "U.S. inflation releases, FOMC minutes, Jackson Hole policy messaging, global risk appetite, and semiconductor supply-chain sentiment before the exit close."
},
{
"allocation_pct": 20,
"expected_return_pct": 1.6,
"invalidation_condition": "Invalidated if arrangements to reopen Hormuz are resolved, crude fails to rebound from the recent drawdown, or demand data weakens materially.",
"option_id": "OIL",
"rationale": "The unresolved Strait of Hormuz restriction is a direct one-month supply-risk catalyst, and oil has strong prior active return despite a severe five-session pullback.",
"time_window_catalyst": "News on U.S.-Iran conflict, Strait of Hormuz reopening arrangements, and inflation/energy-price data before September 10."
}
],
"portfolio_expected_return_pct": 1.9,
"portfolio_rationale": "The portfolio emphasizes candidates with base forecasts above SPY and identifiable one-month catalysts: semiconductor-linked growth, biotech rebound potential, Taiwan supply-chain exposure, and oil geopolitical supply risk. Cluster exposure stays within the 50% cap outside SPY and CASH, with technology_and_growth at 35%, healthcare_and_biotech at 25%, international_equity at 20%, and energy at 20%.",
"provider": "openai",
"rationale_summary": "SPY has positive broad-market momentum but is already at a record high, so selected active holdings target stronger pullback-plus-trend setups and a distinct oil supply catalyst. The portfolio expected base return is 1.90%, versus a 1.00% SPY base forecast.",
"replicate_count": 1,
"replicate_index": 1,
"round_id": "CB-2026-08-09-1M",
"run_type": "official",
"usage": {
"input_tokens": 15822,
"latency_seconds": 35.27731100702658,
"output_tokens": 2982,
"reasoning_tokens": 217,
"total_tokens": 18804
}
} openai-gpt-5-6-sol
The portfolio combines three distinct active-return drivers—biotech rebound, cybersecurity trend persistence, and geopolitical oil risk—with a lower-volatility dollar position. Each selected holding has a base forecast above SPY, and no non-benchmark economic cluster exceeds 30%.
SPY enters at a record after a strong week, while weak payrolls and hawkish inflation-policy risks create an uneven benchmark setup. The selected mix targets stronger tactical signals while diversifying technology, healthcare, energy, and currency exposure.
{
"benchmark_expected_return_pct": 0.8,
"candidate_ledger": [
{
"continuation_case": "Broad participation and expanding services activity could sustain risk appetite beyond the record close.",
"decision": "rejected",
"evidence": [
"SPY gained 3.51% over five sessions and 2.87% over 21 sessions, ending at a record high.",
"Positive-asset breadth was 88.41% over five sessions and 72.46% over 21 sessions.",
"July payrolls fell 23,000 with 103,000 of combined downward revisions, while July Services PMI remained expansionary at 54.1."
],
"forecast_base_pct": 0.8,
"forecast_high_pct": 6,
"forecast_low_pct": -6,
"invalidation_condition": "The cautious benchmark forecast is invalidated if SPY holds its record breakout and breadth remains broad through the August inflation releases.",
"option_id": "SP500",
"reversal_case": "The sharp entry-week rally, weakening labor data, elevated inflation, and three FOMC votes for a rate increase create near-term downside risk.",
"time_window_catalyst": "July CPI and PPI, retail sales, Jackson Hole, August employment, and August PPI before the exit close."
},
{
"continuation_case": "A strong prior relative trend plus a deep pullback and incomplete recovery supports a tactical rebound if rate-sensitive risk appetite improves; independent sector evidence is weak.",
"decision": "selected",
"evidence": [
"Biotech had the universe's highest quality-evidence score at 0.778.",
"Its prior 105-session active return was 24.69%, followed by a 21-session active pullback of 7.07%.",
"It gained 7.05% over five sessions but remained 4.21% below its 52-week high."
],
"forecast_base_pct": 2.1,
"forecast_high_pct": 12,
"forecast_low_pct": -10,
"invalidation_condition": "Case is invalidated if biotech resumes relative weakness and falls more than 8% from entry while Treasury yields rise.",
"option_id": "BIOTECH",
"reversal_case": "The 30.19% volatility and financing sensitivity could turn the rebound into another sharp decline if yields rise or risk appetite fades.",
"time_window_catalyst": "Inflation releases, Jackson Hole, and the September 4 employment report could lower expected rates and improve financing-sensitive biotech sentiment before exit."
},
{
"continuation_case": "Persistent medium-term leadership and a position near the 52-week high can extend if growth-stock demand remains firm; supplied sector-specific support is limited.",
"decision": "selected",
"evidence": [
"Cybersecurity's prior 105-session active return was 33.98%, with a positive 0.94% active return over 21 sessions.",
"It gained 6.56% over five sessions and stood only 0.09% below its 52-week high.",
"Its quality-evidence score was 0.581, tempered by 32.46% volatility."
],
"forecast_base_pct": 1.9,
"forecast_high_pct": 10,
"forecast_low_pct": -8,
"invalidation_condition": "Case is invalidated if the fund loses its near-high position and underperforms SPY by more than 4 percentage points from entry.",
"option_id": "CYBERSECURITY",
"reversal_case": "A failed breakout or rotation away from high-duration growth could quickly reverse the recent gain.",
"time_window_catalyst": "Broad growth-stock risk appetite around inflation data, Jackson Hole, and the September employment report; no sector-specific catalyst was supplied."
},
{
"continuation_case": "Continued flow restrictions could restore the prior uptrend from a deeply negative five-session move.",
"decision": "selected",
"evidence": [
"The U.S.-Iran conflict continued to restrict oil flows, and arrangements to reopen the Strait of Hormuz were unresolved.",
"Oil's 21-session return was 8.23%, representing 5.36% active outperformance.",
"Oil fell 8.66% over five sessions, creating a sharp pullback within a strong prior trend."
],
"forecast_base_pct": 1.8,
"forecast_high_pct": 18,
"forecast_low_pct": -15,
"invalidation_condition": "Case is invalidated if Hormuz flows normalize and oil falls more than 10% from entry.",
"option_id": "OIL",
"reversal_case": "A credible reopening of Hormuz or demand concerns could overwhelm the geopolitical premium; 53.18% volatility makes outcomes highly dispersed.",
"time_window_catalyst": "Developments in the U.S.-Iran conflict and any reopening or continued restriction of Strait of Hormuz oil flows before September 10."
},
{
"continuation_case": "A recent pullback paired with elevated inflation and hawkish FOMC dissent could support a low-volatility rebound.",
"decision": "selected",
"evidence": [
"The dollar's quality-evidence score was 0.708, including strong pullback, low-volatility, and shallow-drawdown ranks.",
"It declined 0.35% over five sessions and 1.02% over 21 sessions, with 5.03% volatility.",
"The FOMC held rates at 3.50%-3.75%, and three voters preferred a 25-basis-point increase."
],
"forecast_base_pct": 1,
"forecast_high_pct": 3,
"forecast_low_pct": -2,
"invalidation_condition": "Case is invalidated if inflation materially undershoots and the dollar falls more than 2% from entry as expected U.S. rates decline.",
"option_id": "US_DOLLAR",
"reversal_case": "Weak labor data or softer inflation could increase easing expectations and extend dollar weakness.",
"time_window_catalyst": "August inflation data, FOMC minutes, Jackson Hole, and the September 4 employment report could reinforce relatively restrictive U.S. policy expectations."
},
{
"continuation_case": "Further labor deterioration could lower growth expectations and extend the recent duration rebound.",
"decision": "rejected",
"evidence": [
"Long Treasuries gained 1.03% over five sessions after losing 1.65% over 21 sessions.",
"July payrolls fell 23,000 and prior months received 103,000 of combined downward revisions.",
"The 30-year nominal yield was 5.19%, while three FOMC voters preferred a rate increase."
],
"forecast_base_pct": 0.6,
"forecast_high_pct": 6,
"forecast_low_pct": -6,
"invalidation_condition": "The bullish duration case is invalidated if the 30-year yield rises materially above its 5.19% entry level following inflation data.",
"option_id": "LONG_TREASURY",
"reversal_case": "Elevated inflation, hawkish FOMC dissent, and high long-term real yields could push duration lower again.",
"time_window_catalyst": "July and August inflation reports, FOMC minutes, Jackson Hole, and the September 4 employment report."
},
{
"continuation_case": "The strong pullback score and low equity correlation could support mean reversion, but no weather, crop, or inventory catalyst was supplied.",
"decision": "rejected",
"evidence": [
"Agriculture's quality-evidence score was 0.672, supported by a 0.821 recent-pullback rank and 0.687 low-volatility rank.",
"It returned 0.40% over five sessions but underperformed SPY by 3.19% over 21 sessions.",
"Its 63-session volatility was 13.96% and correlation with SPY was 0.081."
],
"forecast_base_pct": 0.9,
"forecast_high_pct": 7,
"forecast_low_pct": -6,
"invalidation_condition": "Case is invalidated if agriculture underperforms SPY by another 3 percentage points from entry without an identifiable supply catalyst.",
"option_id": "AGRICULTURE",
"reversal_case": "The negative prior active trend and absence of a supplied fundamental catalyst could leave agriculture lagging SPY.",
"time_window_catalyst": "No agriculture-specific catalyst was identified before the exit close."
}
],
"confidence": 0.56,
"expected_alpha_vs_sp500_pct": 0.955,
"is_official_score": true,
"key_risks": [
"A rapid normalization of Strait of Hormuz oil flows could sharply reverse oil exposure.",
"Hot inflation or rising long-term yields could pressure biotech and cybersecurity valuations.",
"Recent high-beta rebounds may reverse after the S&P 500 and Nasdaq's strong entry-week gains.",
"A dovish policy repricing could weaken the U.S. dollar and offset equity gains."
],
"metadata": {},
"mode": "closed_capability",
"model_id": "openai-gpt-5-6-sol",
"portfolio": [
{
"allocation_pct": 30,
"expected_return_pct": 2.1,
"invalidation_condition": "Case is invalidated if biotech resumes relative weakness and falls more than 8% from entry while Treasury yields rise.",
"option_id": "BIOTECH",
"rationale": "Highest quality-evidence score in the universe, combining a strong prior trend with a substantial relative pullback, offers a tactical rebound opportunity despite high volatility.",
"time_window_catalyst": "Inflation releases, Jackson Hole, and the September 4 employment report could lower expected rates and improve financing-sensitive biotech sentiment before exit."
},
{
"allocation_pct": 25,
"expected_return_pct": 1.9,
"invalidation_condition": "Case is invalidated if the fund loses its near-high position and underperforms SPY by more than 4 percentage points from entry.",
"option_id": "CYBERSECURITY",
"rationale": "Strong medium-term relative performance and positive latest-month active return support continued leadership, though sector-specific evidence is limited.",
"time_window_catalyst": "Broad growth-stock risk appetite around inflation data, Jackson Hole, and the September employment report; no sector-specific catalyst was supplied."
},
{
"allocation_pct": 25,
"expected_return_pct": 1.8,
"invalidation_condition": "Case is invalidated if Hormuz flows normalize and oil falls more than 10% from entry.",
"option_id": "OIL",
"rationale": "Unresolved restrictions on oil flows provide direct one-month upside optionality following a sharp short-term pullback.",
"time_window_catalyst": "Developments in the U.S.-Iran conflict and any reopening or continued restriction of Strait of Hormuz oil flows before September 10."
},
{
"allocation_pct": 20,
"expected_return_pct": 1,
"invalidation_condition": "Case is invalidated if inflation materially undershoots and the dollar falls more than 2% from entry as expected U.S. rates decline.",
"option_id": "US_DOLLAR",
"rationale": "High quality evidence, low volatility, and a hawkish FOMC backdrop provide a defensive source of potential alpha after a recent pullback.",
"time_window_catalyst": "August inflation data, FOMC minutes, Jackson Hole, and the September 4 employment report could reinforce relatively restrictive U.S. policy expectations."
}
],
"portfolio_expected_return_pct": 1.755,
"portfolio_rationale": "The portfolio combines three distinct active-return drivers—biotech rebound, cybersecurity trend persistence, and geopolitical oil risk—with a lower-volatility dollar position. Each selected holding has a base forecast above SPY, and no non-benchmark economic cluster exceeds 30%.",
"provider": "openai",
"rationale_summary": "SPY enters at a record after a strong week, while weak payrolls and hawkish inflation-policy risks create an uneven benchmark setup. The selected mix targets stronger tactical signals while diversifying technology, healthcare, energy, and currency exposure.",
"replicate_count": 1,
"replicate_index": 1,
"round_id": "CB-2026-08-09-1M",
"run_type": "official",
"usage": {
"input_tokens": 15824,
"latency_seconds": 60.12124308105558,
"output_tokens": 3233,
"reasoning_tokens": 903,
"total_tokens": 19057
}
} xai-grok-4-3
100% SP500 allocation maximizes expected return given no qualifying active holdings with superior base forecasts.
Weak labor data and revisions favor benchmark exposure only over the one-month window.
{
"benchmark_expected_return_pct": 1.5,
"candidate_ledger": [
{
"continuation_case": "Recent equity strength persists into window",
"decision": "selected",
"evidence": [
"S&P 500 closed at record 7757.64 on Aug 7",
"July nonfarm payrolls -23000 with downward revisions"
],
"forecast_base_pct": 1.5,
"forecast_high_pct": 3,
"forecast_low_pct": 0.5,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "SP500",
"reversal_case": "Further labor weakness triggers risk-off",
"time_window_catalyst": "August employment situation and CPI releases"
},
{
"continuation_case": "Broad market follows SPY strength",
"decision": "rejected",
"evidence": [
"VTI 5s return 3.69%",
"July payrolls weak"
],
"forecast_base_pct": 1.4,
"forecast_high_pct": 2.9,
"forecast_low_pct": 0.4,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "TOTAL_US_MARKET",
"reversal_case": "Employment revisions weigh on sentiment",
"time_window_catalyst": "August employment situation and CPI releases"
},
{
"continuation_case": "Value holds relative to growth in slowdown",
"decision": "rejected",
"evidence": [
"IWD active return positive 21s",
"July unemployment 4.1%"
],
"forecast_base_pct": 1.3,
"forecast_high_pct": 2.8,
"forecast_low_pct": 0.3,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "LARGE_VALUE",
"reversal_case": "Growth stocks rebound on tech earnings",
"time_window_catalyst": "August employment situation and CPI releases"
},
{
"continuation_case": "Defensive flows into utilities",
"decision": "rejected",
"evidence": [
"XLU 5s return negative",
"Yields stable at 4.65% 10y"
],
"forecast_base_pct": 0.8,
"forecast_high_pct": 2.2,
"forecast_low_pct": -0.5,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "UTILITIES",
"reversal_case": "Rates rise on inflation data",
"time_window_catalyst": "August employment situation and CPI releases"
},
{
"continuation_case": "Credit spreads stable",
"decision": "rejected",
"evidence": [
"HYG 5s return 0.65%",
"Job openings 7.4 million"
],
"forecast_base_pct": 1,
"forecast_high_pct": 2,
"forecast_low_pct": 0.2,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "HIGH_YIELD_CREDIT",
"reversal_case": "Layoffs rise in August data",
"time_window_catalyst": "August employment situation and CPI releases"
},
{
"continuation_case": "Safe-haven demand on geopolitics",
"decision": "rejected",
"evidence": [
"IAU 5s return 7.23%",
"Brent crude $83.55"
],
"forecast_base_pct": 1.2,
"forecast_high_pct": 3.5,
"forecast_low_pct": 0.5,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "GOLD",
"reversal_case": "Dollar strengthens on data",
"time_window_catalyst": "August employment situation and CPI releases"
},
{
"continuation_case": "Tech momentum continues",
"decision": "rejected",
"evidence": [
"SMH 5s return 7.80%",
"Q2 GDP 1.5%"
],
"forecast_base_pct": 1,
"forecast_high_pct": 4,
"forecast_low_pct": -1,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "SEMICONDUCTORS",
"reversal_case": "Weak retail sales data hits growth",
"time_window_catalyst": "August employment situation and CPI releases"
},
{
"continuation_case": "Biotech volatility rewards risk",
"decision": "rejected",
"evidence": [
"XBI 5s return 7.05%",
"Services PMI 54.1"
],
"forecast_base_pct": 1.2,
"forecast_high_pct": 3.5,
"forecast_low_pct": -0.5,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "BIOTECH",
"reversal_case": "Healthcare employment trends reverse",
"time_window_catalyst": "August employment situation and CPI releases"
}
],
"confidence": 0.55,
"expected_alpha_vs_sp500_pct": 0,
"is_official_score": true,
"key_risks": [
"Downward payroll revisions may trigger further equity volatility",
"FOMC uncertainty from Middle East conflict"
],
"metadata": {},
"mode": "closed_capability",
"model_id": "xai-grok-4-3",
"portfolio": [
{
"allocation_pct": 100,
"expected_return_pct": 1.5,
"invalidation_condition": "Stronger-than-expected growth or inflation data",
"option_id": "SP500",
"rationale": "No active option base forecast exceeds SPY base; weak July payrolls and downward revisions support neutral equity stance for the window.",
"time_window_catalyst": "August employment situation and CPI releases"
}
],
"portfolio_expected_return_pct": 1.5,
"portfolio_rationale": "100% SP500 allocation maximizes expected return given no qualifying active holdings with superior base forecasts.",
"provider": "xai",
"rationale_summary": "Weak labor data and revisions favor benchmark exposure only over the one-month window.",
"replicate_count": 1,
"replicate_index": 1,
"round_id": "CB-2026-08-09-1M",
"run_type": "official",
"usage": {
"input_tokens": 16040,
"latency_seconds": 23.92375887092203,
"output_tokens": 1426,
"reasoning_tokens": 721,
"total_tokens": 18187
}
} xai-grok-4-5
Overweight high-quality-score growth and biotech exposures with base forecasts exceeding SPY while capping tech/healthcare clusters under 50% and retaining SPY core for diversification into the one-month window.
SPY base case is modest given record levels and softening payrolls; SEMICONDUCTORS and BIOTECH clear the active hurdle on quality ranks, prior trends, and pullback depth with catalysts before September 10.
{
"benchmark_expected_return_pct": 1.2,
"candidate_ledger": [
{
"continuation_case": "Solid domestic demand and services expansion support further equity gains from record levels.",
"decision": "selected",
"evidence": [
"S&P 500 closed August 7 at record 7757.64, up 3.6% for the week",
"Q2 real final sales to private domestic purchasers grew 3.9% annualized",
"July Services PMI at 54.1 with business activity 59.1"
],
"forecast_base_pct": 1.2,
"forecast_high_pct": 3.5,
"forecast_low_pct": -1.5,
"invalidation_condition": "July CPI core reacceleration above 0.3% mom or payroll revisions signaling deeper contraction",
"option_id": "SP500",
"reversal_case": "Negative payroll surprise and downward revisions could trigger risk-off if unemployment rises further.",
"time_window_catalyst": "August CPI/PPI releases and FOMC minutes"
},
{
"continuation_case": "Extreme prior relative strength plus deep recent pullback favors mean-reversion bounce in high-momentum semis.",
"decision": "selected",
"evidence": [
"Quality evidence score 0.754 with prior active rank 1.000 and recent pullback rank 0.970",
"return_5s of 7.80% and prior_105s_active_return 47.96%",
"volatility_63s 55.02% and distance_52w_high -12.89%"
],
"forecast_base_pct": 2.8,
"forecast_high_pct": 8,
"forecast_low_pct": -4,
"invalidation_condition": "Break below recent 5-session lows on rising vol or negative semiconductor supply-chain news",
"option_id": "SEMICONDUCTORS",
"reversal_case": "Elevated volatility and max drawdown of -24.62% leave room for sharp continuation of pullback on growth scare.",
"time_window_catalyst": "Jackson Hole symposium and August industrial production"
},
{
"continuation_case": "Strong quality composite and recent relative pullback after prior outperformance support rebound.",
"decision": "selected",
"evidence": [
"Quality evidence score 0.778 highest in table with prior active rank 0.910 and pullback rank 0.985",
"return_5s 7.05% after active_return_21s -7.07%",
"prior_105s_active_return 24.69%"
],
"forecast_base_pct": 2.5,
"forecast_high_pct": 7,
"forecast_low_pct": -3.5,
"invalidation_condition": "Failure to hold above 21-session active return trough or risk-off equity selloff",
"option_id": "BIOTECH",
"reversal_case": "High beta to risk appetite and financing conditions could reverse if labor data worsens credit sentiment.",
"time_window_catalyst": "August employment situation and Q2 GDP second estimate"
},
{
"continuation_case": "Broad tech momentum and AI linkage could extend recent 5-session gains.",
"decision": "rejected",
"evidence": [
"Quality score 0.645 with prior active rank 0.925",
"return_5s 7.20% and prior_105s_active_return 25.47%",
"distance_52w_high -5.05%"
],
"forecast_base_pct": 1.8,
"forecast_high_pct": 5.5,
"forecast_low_pct": -3,
"invalidation_condition": "Nasdaq relative underperformance exceeding 3% on rising yields",
"option_id": "TECHNOLOGY",
"reversal_case": "High volatility_63s 35.97% and sector concentration risk if rates stay elevated.",
"time_window_catalyst": "July CPI and Jackson Hole"
},
{
"continuation_case": "Deep pullback after massive prior active gain offers bounce potential tied to semis exports.",
"decision": "rejected",
"evidence": [
"Quality score 0.740 with prior active rank 0.970 and pullback rank 1.000",
"return_5s 5.72% but active_return_21s -12.97%",
"volatility_63s 82.46% extreme"
],
"forecast_base_pct": 1.5,
"forecast_high_pct": 6,
"forecast_low_pct": -6,
"invalidation_condition": "Won weakness or further 5% relative underperformance vs SPY",
"option_id": "SOUTH_KOREA",
"reversal_case": "Extreme volatility and -34.21% max drawdown amplify downside on global trade or FX stress.",
"time_window_catalyst": "August ISM and trade data"
},
{
"continuation_case": "Rate differential and safe-haven flows could stabilize dollar after recent softness.",
"decision": "rejected",
"evidence": [
"Quality score 0.708 with high low-vol and shallow-drawdown ranks",
"return_5s -0.35% and active_return_21s -3.89%",
"Treasury yields elevated with 10y at 4.65%"
],
"forecast_base_pct": 0.4,
"forecast_high_pct": 1.8,
"forecast_low_pct": -1,
"invalidation_condition": "Sustained drop in 2y yield below 4.00% or risk-on equity surge",
"option_id": "US_DOLLAR",
"reversal_case": "Softening labor data may pressure Fed path and reverse dollar strength.",
"time_window_catalyst": "FOMC minutes and August employment"
},
{
"continuation_case": "Recent strength and geopolitical oil risk could extend safe-haven bid.",
"decision": "rejected",
"evidence": [
"return_5s 7.23% and active_return_21s 2.51%",
"prior_105s_active_return -25.91% and distance_52w_high -19.58%",
"quality score only 0.113"
],
"forecast_base_pct": 0.8,
"forecast_high_pct": 4,
"forecast_low_pct": -2.5,
"invalidation_condition": "Real 10y yield rising above 2.50% or dollar rebound",
"option_id": "GOLD",
"reversal_case": "Low quality score and deep prior underperformance leave gold vulnerable to real-yield rise.",
"time_window_catalyst": "CPI release and Middle East developments"
},
{
"continuation_case": "Domestic growth sensitivity and recent catch-up could continue if soft-landing holds.",
"decision": "rejected",
"evidence": [
"Quality score 0.694 with prior active rank 0.836",
"return_5s 3.56% and Russell 2000 up 3.5% for the week",
"active_return_21s -1.41%"
],
"forecast_base_pct": 1,
"forecast_high_pct": 3.5,
"forecast_low_pct": -2,
"invalidation_condition": "IWM relative lag exceeding 2% on rising credit spreads",
"option_id": "SMALL_CAP",
"reversal_case": "Higher beta and credit sensitivity vulnerable to further payroll weakness.",
"time_window_catalyst": "August retail sales and employment situation"
}
],
"confidence": 0.58,
"expected_alpha_vs_sp500_pct": 0.87,
"is_official_score": true,
"key_risks": [
"Further labor market deterioration from negative payroll revisions",
"Sticky core inflation delaying any policy easing narrative",
"Geopolitical oil supply disruption from unresolved Strait of Hormuz",
"High-volatility reversal in momentum tech/biotech names"
],
"metadata": {},
"mode": "closed_capability",
"model_id": "xai-grok-4-5",
"portfolio": [
{
"allocation_pct": 40,
"expected_return_pct": 1.2,
"invalidation_condition": "July CPI core reacceleration above 0.3% mom or payroll revisions signaling deeper contraction",
"option_id": "SP500",
"rationale": "Core benchmark holding given record highs, solid GDP final sales, and services PMI expansion amid mixed labor data.",
"time_window_catalyst": "August CPI/PPI releases and FOMC minutes"
},
{
"allocation_pct": 30,
"expected_return_pct": 2.8,
"invalidation_condition": "Break below recent 5-session lows on rising vol or negative semiconductor supply-chain news",
"option_id": "SEMICONDUCTORS",
"rationale": "Highest quality evidence score with extreme prior active trend and recent pullback support for continuation into AI/tech demand.",
"time_window_catalyst": "Jackson Hole symposium and August industrial production"
},
{
"allocation_pct": 30,
"expected_return_pct": 2.5,
"invalidation_condition": "Failure to hold above 21-session active return trough or risk-off equity selloff",
"option_id": "BIOTECH",
"rationale": "Top quality score with deep recent pullback after strong prior active return, offering asymmetric recovery potential.",
"time_window_catalyst": "August employment situation and Q2 GDP second estimate"
}
],
"portfolio_expected_return_pct": 2.07,
"portfolio_rationale": "Overweight high-quality-score growth and biotech exposures with base forecasts exceeding SPY while capping tech/healthcare clusters under 50% and retaining SPY core for diversification into the one-month window.",
"provider": "xai",
"rationale_summary": "SPY base case is modest given record levels and softening payrolls; SEMICONDUCTORS and BIOTECH clear the active hurdle on quality ranks, prior trends, and pullback depth with catalysts before September 10.",
"replicate_count": 1,
"replicate_index": 1,
"round_id": "CB-2026-08-09-1M",
"run_type": "official",
"usage": {
"input_tokens": 17436,
"latency_seconds": 50.47472517192364,
"output_tokens": 2477,
"reasoning_tokens": 902,
"total_tokens": 20815
}
} This round used the portfolio format. The weights below are the submitted model portfolios. Expand a row to inspect rationale and risk lists without crowding the main table.
| Model | Provider | Portfolio | Confidence | Protocol | |
|---|---|---|---|---|---|
| Claude Fable 5 anthropic-claude-fable-5 | Anthropic | Semiconductors (SMH)25%Software (IGV)15%Gold (IAU)20%Biotechnology (XBI)20%S&P 500 (SPY)20% | 0.58 | Portfolio round | |
| Claude Opus 4.8 anthropic-claude-opus-4-8 | Anthropic | S&P 500 (SPY)45%Biotechnology (XBI)25%Software (IGV)30% | 0.50 | Portfolio round | |
| Claude Opus 5 anthropic-claude-opus-5 | Anthropic | S&P 500 (SPY)40%Gold (IAU)20%Biotechnology (XBI)20%Equal-Weight S&P 500 (RSP)20% | 0.50 | Portfolio round | |
| Gemini 3.1 Pro google-gemini-3-1-pro | Semiconductors (SMH)40%Biotechnology (XBI)30%Gold (IAU)30% | 0.65 | Portfolio round | ||
| GPT-5.5 openai-gpt-5-5 | OpenAI | Semiconductors (SMH)35%Biotechnology (XBI)25%Taiwan Equities (EWT)20%Crude Oil (USO)20% | 0.57 | Portfolio round | |
| GPT-5.6 Sol openai-gpt-5-6-sol | OpenAI | Biotechnology (XBI)30%Cybersecurity (CIBR)25%Crude Oil (USO)25%US Dollar (UUP)20% | 0.56 | Portfolio round | |
| Grok 4.3 xai-grok-4-3 | xAI | S&P 500 (SPY)100% | 0.55 | Portfolio round | |
| Grok 4.5 xai-grok-4-5 | xAI | S&P 500 (SPY)40%Semiconductors (SMH)30%Biotechnology (XBI)30% | 0.58 | Portfolio round |
Ending prices are intentionally absent until the round is complete.
No pricing rows are published yet.
Round inputs are hashed before model calls and mirrored into the public read model.
| briefing.md | 08e33a271550...2517e6f7 |
| manifest.yaml | 606492ffae39...47bbd63a |
| market_data/decision_context_source_history.json | 228dd350b7ed...1b47ff88 |
| market_data/universe_decision_context.csv | c970495c83a0...e15eaee5 |
| market_data/universe_decision_context.json | 7a5db939f07b...9ed5fe07 |
| market_data/universe_decision_context.md | 42a43f3a7714...f27b6250 |
| market_data/universe_quality_evidence.json | c0d4852de3d6...96c197ff |
| market_data/universe_quality_evidence.md | 5716fda7c5c0...96c45d2c |
| options.yaml | 1003c5795615...4ce0c729 |
| prompt.md | ef3cf65c548d...62b6698e |
| submission_schema.json | 722025ee45d2...4ff79571 |