Compare model groups
How Did the AI Model Results Change?
See which models moved, why the results changed, and which ranking has enough completed rounds to rely on.
Which results do you want to compare?
A round is one timed market test. A model group uses only rounds completed by every model being ranked together.
What changed?
Grok 4.3 ranks first in both groups. The groups share 3 completed rounds. Aug 19 Weekly includes 8 more rounds. Claude Opus 4.8 appears only in Aug 13 Weekly.
How did each model's result change?
Each group uses all of its completed rounds. Models that appear in only one group are marked clearly.
Did both groups use the same rounds?
3 completed rounds are used by both groups. Aug 19 Weekly also uses 8 other rounds. Different rounds can change scores and ranks.
See exactly which rounds were used
Used by both: CB-2026-08-13-1W, CB-2026-08-15-1W, CB-2026-08-18-1W
Only in Aug 19 Weekly: CB-2026-08-19-1W, CB-2026-08-20-1W, CB-2026-08-21-1W, CB-2026-08-23-1W, CB-2026-08-24-1W, CB-2026-08-25-1W, CB-2026-08-26-1W, CB-2026-08-27-1W
Only in Aug 13 Weekly: None
Why were 8 rounds left out of Aug 13 Weekly?
All 8 rounds were left out because Claude Opus 4.8 had no recorded result. To keep the ranking fair, those rounds were left out for every model in Aug 13 Weekly.
Claude Opus 4.8 had no result: Aug 19, 2026, Aug 20, 2026, Aug 21, 2026, Aug 23, 2026, Aug 24, 2026, Aug 25, 2026, Aug 26, 2026, Aug 27, 2026
Which results should you rely on?
Use Aug 19 Weekly as the more reliable ranking because it has 11 completed rounds. Aug 13 Weekly has 3 and needs 3 more before it has enough evidence to become the main ranking.
What are all the numbers?
| Model | Included in | Aug 19 Weekly rank | Aug 13 Weekly rank | Change | Aug 19 Weekly overall score | Aug 13 Weekly overall score | Overall score change |
|---|---|---|---|---|---|---|---|
| Grok 4.3xAI | Both groups | #1 | #1 | No change | 7.4 | 8.6 | +1.2 |
| Claude Fable 5Anthropic | Both groups | #3 | #2 | Up 1 | 7.1 | 5.7 | -1.5 |
| GPT-5.6 SolOpenAI | Both groups | #2 | #3 | Down 1 | 7.2 | 4.8 | -2.3 |
| Claude Opus 5Anthropic | Both groups | #5 | #4 | Up 1 | 6.1 | 4.8 | -1.3 |
| Gemini 3.1 ProGoogle | Both groups | #6 | #5 | Up 1 | 3.9 | 4.3 | +0.4 |
| Grok 4.5xAI | Both groups | #4 | #6 | Down 2 | 6.4 | 4.3 | -2.2 |
| Claude Opus 4.8Anthropic | Only Aug 13 Weekly | — | #7 | Added | n/a | -0.0 | n/a |
| Grok 4.6xAI | Both groups | #7 | #8 | Down 1 | 2.6 | -2.0 | -4.6 |