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Evaluation sources

GPQA Diamond

Epoch AI / Knowledge · Graduate-level physics, chemistry, and biology knowledge

Official evaluation
Across NexGateHub AI News Ranked
Evidence budget2%
Upstream data time10/16 02:52
Last successful sync10/18 14:05

What it measures and how

Only mean_score from Epoch's own reruns is used, retaining tiers and standard errors. The 198 science questions require reasoning but do not represent all world knowledge.

How this evidence is used

Ranked; related question families share a fixed budget.

Evaluation results

Fixed rules select one representative configuration per public model. Anonymous test models are omitted. Original ranks are retained, with up to 30 models per evaluation.

Source rankSource model nameRaw resultRepresentative configuration
1gemini-4-argon_highgoogle96.4%High reasoning
2gpt-6-astra_maxOpenAI95.8%Max reasoning
3claude-sonnet-5-5_maxanthropic95.6%Max reasoning
4gpt-6.1-sol_maxopenai95.4%Max reasoning
4gemini-3.8-flash_highGoogle95.4%High reasoning
6gemini-3.7-flash_highGoogle94.8%High reasoning
7gpt-5.4-pro-2026-03-05_xhighOpenAI94.6%xHigh reasoning
8gemini-3.1-pro-preview_highGoogle94.4%High reasoning
9gpt-6-sol_maxOpenAI94.3%Max reasoning
10gemini-3.6-flash_highGoogle94.1%High reasoning
15claude-opus-5_maxAnthropic93.9%Max reasoning
16gpt-5.6-sol_maxOpenAI93.5%Max reasoning
17grok-4.5_highxAI93.4%High reasoning
18gpt-5.6-terra_maxOpenAI93.3%Max reasoning
19gpt-5.4-2026-03-05_xhighOpenAI93.3%xHigh reasoning
20grok-4.6_xhighxAI93.2%xHigh reasoning
21kimi-k3_maxMoonshot AI93.1%Max reasoning
23gemini-3.5-flash_highGoogle92.8%High reasoning
24grok-4.7_xhighxAI92.7%xHigh reasoning
25qwen3.8-max_xhighAlibaba92.7%xHigh reasoning
26gemini-3-pro-previewGoogle92.6%Source default
27qwen3.8-max-0902_xhighAlibaba92.3%xHigh reasoning
29glm-5.2_maxZ.ai91.9%Max reasoning
30deepseek-v4-pro-0813_maxDeepSeek91.7%Max reasoning
31gpt-5.6-luna_maxOpenAI91.6%Max reasoning
32gpt-5.2-2025-12-11_xhighOpenAI91.4%xHigh reasoning
33deepseek-v4-flash-0731_maxDeepSeek91.0%Max reasoning
33claude-opus-4-8_maxAnthropic91.0%Max reasoning
35MiniMax-M3MiniMax90.9%Source default
35glm-5.3_maxZ.ai90.9%Max reasoning
Evaluation limits & attribution

Ranked; related question families share a fixed budget.

Data license: CC BY 4.0 · Epoch AI's own evaluation data.

Results are published by Epoch AI. Original scores and the NexGateHub consensus index use different scales and cannot be added directly.