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GPQA (Diamond) what it measures, how it is scored and who leads it

Knowledge · New York University · introduced Nov 20, 2023 · Accuracy

Scores from GPQA Diamond (Epoch AI runs), published Nov 6, 2026

RankModelAccuracy
1Gemini 4 CarbonGoogle · as “gemini-4-carbon_high”96.5%
2Gemini 4 ArgonGoogle · as “gemini-4-argon_high”96.4%
3GPT-6 AstraOpenAI · as “gpt-6-astra_max”95.8%
4Claude Sonnet 5.5Anthropic · as “claude-sonnet-5-5_max”95.6%
5Gemini 3.8 FlashGoogle · as “gemini-3.8-flash_high”95.4%
5GPT-6.1 SolOpenAI · as “gpt-6.1-sol_max”95.4%
7Gemini 3.7 FlashGoogle · as “gemini-3.7-flash_high”94.8%
8GPT-5.4 ProOpenAI · as “gpt-5.4-pro-2026-03-05_xhigh”94.6%
9Gemini 3.1 Pro PreviewGoogle · as “gemini-3.1-pro-preview_high”94.4%
10GPT-6.1 TerraOpenAI · as “gpt-6.1-terra_max”94.3%
10GPT-6 SolOpenAI · as “gpt-6-sol_max”94.3%
12Kimi K3.1 Pro TogetherMoonshot AI · as “kimi-k3.1-pro-together_max”94.2%
13Gemini 3.6 FlashGoogle · as “gemini-3.6-flash_high”94.1%
14GPT-5.5 Pre ReleaseOpenAI · as “gpt-5.5-pre-release_xhigh”94.0%
14Grok 4.6SpaceXAI · as “grok-4.6_high”94.0%
16GPT-5.5 Pro Pre ReleaseOpenAI · as “gpt-5.5-pro-pre-release_xhigh”93.9%
17Claude Fable 5.2Anthropic · as “claude-fable-5-2_max”93.9%
17Claude Opus 5Anthropic · as “claude-opus-5_max”93.9%
19GPT-5.6 SolOpenAI · as “gpt-5.6-sol_max”93.5%
20Grok 4.5SpaceXAI · as “grok-4.5_high”93.4%
21GPT-5.6 TerraOpenAI · as “gpt-5.6-terra_max”93.3%
22GPT-5.4OpenAI · as “gpt-5.4-2026-03-05_xhigh”93.3%
23DeepSeek V4.1 FlashDeepSeek · as “deepseek-v4.1-flash-1017_max”93.2%
24Doubao Seed EvolvingByteDance · as “doubao-seed-evolving_high”93.1%
24Kimi K3Moonshot AI · as “kimi-k3_max”93.1%

About this benchmark

Task
Answer graduate-level biology, physics and chemistry questions that non-experts cannot look up.
Dataset
448 multiple-choice questions written by domain experts; the Diamond subset keeps the 198 hardest and cleanest.
Method
Four-option multiple choice. Experts with PhDs reached 65%, skilled non-experts with web access 34%.
Metric
Accuracy
Organization
New York University
Introduced
Nov 20, 2023

Versions

Newest first. New versions are added, never rewritten.

VersionDate
1Main set of 448 questions and the 198-question Diamond subset.Nov 20, 20232 years ago

Sources: each benchmark's paper (arXiv) and its official site or leaderboard. Scores are the boards captured here every day, exactly as published.