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@@ -60,8 +60,7 @@ APEX–Agents uses **rubric-based grading**:
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  - A judge model grades each criterion independently, using the prompt, the agent output, and relevant artifacts/changes.
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  ## Leaderboard baselines
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- Our paper reports results for eight agents against multiple metrics (Pass@1, Pass@8, mean score). The leaderboard uses **Pass@1**: the probability that a uniformly sampled task passes all criteria in a single run.
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  Where available, models have thinking / reasoning effort set to **high**.
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  | Model | Pass@1 (95% CI) | Pass@8 (95% CI) | Pass^8 | Mean score | IB analyst Pass@1 | Consultant Pass@1 | Lawyer Pass@1 |
 
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  - A judge model grades each criterion independently, using the prompt, the agent output, and relevant artifacts/changes.
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  ## Leaderboard baselines
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+ You can view the latest leaderboard with live updates for new models (e.g., Gemini 3.1 Pro, Claude Opus 4.6) on the [APEX Agents Leaderboard](https://www.mercor.com/apex/apex-agents-leaderboard/).
 
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  Where available, models have thinking / reasoning effort set to **high**.
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  | Model | Pass@1 (95% CI) | Pass@8 (95% CI) | Pass^8 | Mean score | IB analyst Pass@1 | Consultant Pass@1 | Lawyer Pass@1 |