Qualified Comparison Set

Fairness Scope

Every ranked model in this set is scored only on rounds that all 4 listed models completed. If one model misses a resolved round, that round is excluded from this set for everyone.

All comparison sets
Shared rounds24 Models4 Threshold3 StatusQualified Comparison Set
Equal-run benchmark

Monthly Qualified Comparison Set

Every ranked model in this set completed the same 24 monthly rounds.

24 shared resolved rounds4 equal-run models rankedQualified at 3+ shared roundsNewest included round: CB-2026-06-30-1M
Shared resolved rounds

CapitalBench Score

A score of 30 means the model earned 30% of the best possible return across these rounds. Calculation

Grok 4.3
Claude Opus 4.7
Gemini 3.1 Pro
GPT-5.5
S&P 500
Max possible What is this? Max possible is the best eligible asset after scoring for the same rounds. It is a hindsight ceiling, not a model portfolio. hindsight best asset

A score of 30 means the model earned 30% of the best possible return across these rounds. Calculation

Grok 4.3 xAI · 24/24 scored rounds
-6.9
Claude Opus 4.7 Anthropic · 24/24 scored rounds
-12.0
Gemini 3.1 Pro Google · 24/24 scored rounds
-16.9
GPT-5.5 OpenAI · 24/24 scored rounds
-25.7
S&P 500 S&P 500 · 24/24 scored rounds
-0.5
Max possible Hindsight ceiling, not a model portfolio
What is this? Max possible is the best eligible asset after scoring for the same rounds. It is a hindsight ceiling, not a model portfolio. 100.0
24 shared resolved rounds4 equal-run models rankedQualified at 3+ shared roundsNewest included round: CB-2026-06-30-1M
Return context

Average Return Details

Average portfolio return across the same finished rounds.

xAI Grok 4.3
-1.29%
Anthropic Claude Opus 4.7
-2.26%
Google Gemini 3.1 Pro
-3.19%
OpenAI GPT-5.5
-4.84%
S&P S&P 500
-0.09%
MAX Max possible What is this? Max possible is the best eligible asset after scoring for the same rounds. It is a hindsight ceiling, not a model portfolio.
18.86%
Fairness rule: every ranked model completed every included round. A missed round is excluded from this set for everyone.
Compare model groups

How do these results compare?

Claude Opus 4.8 ranks first in May 28 Monthly. Grok 4.3 ranks first in May 10 Monthly. The groups share 21 completed rounds. May 10 Monthly includes 3 more rounds. Claude Opus 4.8 appears only in May 28 Monthly.

4models in both 21rounds used by both Hardly changedchange in order Yes top model changed

May 28 Monthly is the main published ranking. May 10 Monthly also has enough rounds, so compare them to see whether the results hold across different model groups.

Compare these groups
Round audit

Included And Excluded Rounds

Included rounds count toward the score. Excluded rounds are resolved rounds after the set started where at least one set model was missing.

Included rounds CB-2026-05-10-1M, CB-2026-05-17-1M, CB-2026-05-24-1M, CB-2026-05-28-1M, CB-2026-05-29-1M, CB-2026-06-01-1M, CB-2026-06-02-1M, CB-2026-06-03-1M, CB-2026-06-05-1M, CB-2026-06-08-1M, CB-2026-06-09-1M, CB-2026-06-12-1M, CB-2026-06-13-1M, CB-2026-06-15-1M, CB-2026-06-16-1M, CB-2026-06-17-1M, CB-2026-06-18-1M, CB-2026-06-22-1M, CB-2026-06-23-1M, CB-2026-06-24-1M, CB-2026-06-25-1M, CB-2026-06-26-1M, CB-2026-06-29-1M, CB-2026-06-30-1M
Excluded for fairness None
Calculation

How The Score Is Calculated

CapitalBench Score equals total model return across included shared rounds divided by total max-possible return across those same rounds, multiplied by 100. Max possible is the best eligible asset in each included round in hindsight.

Scoring details