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About this benchmark

Compare the released raw attempts and their labeled references. Community votes are separate from verified benchmark scores.

Method & limits

11 released attempts. Community votes, owner observations and verified scores are separate. Costs shown on attempts are estimates unless explicitly confirmed as billed. Unknown costs and judgments remain unknown.

All attempts and references
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Rewards & privacy

Verified members earn 1 Credit per first vote on an attempt. Useful feedback can earn 2, 5 or 10 more after review; writing estimates are not guarantees. Limits start at 20 rewarded votes per UTC day, with reviewed trust levels of 40 and 60. Combined pilot rewards: 100 Credits per account and 1,000 for the campaign. You can keep voting after reaching a reward limit.

Votes are editable. We retain question versions and changes to votes and optional defect/repair answers to understand the results; they do not determine official benchmark scores. These iterations are exploratory, not controlled model rankings.

Signed-in interactions are linked to your account for product and purchase analytics. We do not capture private prompts, reference media or session replay here. Anonymous voting uses a 30-day browser cookie. Written feedback is private to you and reviewers, and is not sent to an AI judge as you type. Keep this tab open to preserve an unsubmitted draft.

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