Benchmark By Score Rank
Overall 1
AA Intelligence Index4.3.2 AA Intelligence Index 4.3.2: Artificial Analysis combines tests of knowledge, reasoning, coding and tool use into one score AA 49.6 #10 of 334
Knowledge 18 Leads on 1
Arena Text Arena Text · overall: Human pairwise preferences in the stated text vote pool Arena 1,477 #23 of 196+12 versions & slices English Arena Text · english: Human pairwise preferences in the stated text vote pool Arena 1,448 #52 of 188instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,455 #34 of 188non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,432 #43 of 188overall · full cohort Arena Text · overall · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,443 #46 of 188Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,437 #44 of 186Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,493 #46 of 181Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,423 #68 of 155German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,457 #31 of 154French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,444 #64 of 149Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,430 #24 of 144Japanese Arena Text · japanese: Human pairwise preferences in the stated text vote pool Arena 1,392 #51 of 138Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,420 #57 of 133
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA 42.2 #5 of 318
SimpleQA Verifiedv1 SimpleQA Verified v1: Accuracy on short factual questions with verified answers, answered without web access 75.8% #3 of 83
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 60.6% #6 of 318+1 versions & slices Hallucination Rate AA Omniscience · Hallucination Rate: Measures how often attempted answers are incorrect on the AA Omniscience factual knowledge test AA 46.5% #76 of 318
Mystery Game Puzzles Mystery Game Puzzles: Models choose the best move in puzzle positions from an undisclosed game Epoch 84% #1 of 64
Reasoning 6 Leads on 1
Chess Puzzles Chess Puzzles: Models choose the best next move from a novel chess position Epoch 74% #1 of 68
ARC-AGI-2semi-private ARC-AGI-2 · semi-private: Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 92.1% #4 of 66+1 versions & slices public evaluation ARC-AGI-2 · public-eval: Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 96.7% #6 of 63
ARC-AGI-1semi-private ARC-AGI-1 · semi-private: Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 97.5% #7 of 64+1 versions & slices public evaluation ARC-AGI-1 · public-eval: Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 98.8% #5 of 61
ARC-AGI-3semi-private ARC-AGI-3 · semi-private: Measures interactive game solving through relative human action efficiency ARC 38.6% #3 of 18
Math 13 Leads on 2
FrontierMath Tiers 1–3 (v2) FrontierMath Tiers 1–3 (v2): Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 93.7% #1 of 69
FrontierMath Tier 4 (v2) FrontierMath Tier 4 (v2): Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 97.6% #2 of 54
MathArenaArXivMath · June 2026 MathArena · arxiv · 06/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 94.4% #1 of 24+9 versions & slices BrokenArXiv · June 2026 MathArena · arxiv_false · 06/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 99.1% #3 of 24ArXivMath · May 2026 MathArena · arxiv · 05/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 95% #1 of 19BrokenArXiv · May 2026 MathArena · arxiv_false · 05/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 91% #2 of 18ArXivMath · April 2026 MathArena · arxiv · 04/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 90.8% #1 of 17BrokenArXiv · April 2026 MathArena · arxiv_false · 04/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 97.5% #1 of 15ArXivMath · August 2026 MathArena · arxiv · 08/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 88.6% #3 of 12BrokenArXiv · August 2026 MathArena · arxiv_false · 08/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 81.9% #2 of 12ArXivLean · June 2026 MathArena · arxivlean · 06/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 65.2% #1 of 9ArXivLean · September 2026 MathArena · arxivlean · 09/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 37.7% #3 of 5
FrontierMath Erdos FrontierMath Erdos: Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 2.9% #2 of 13
Science 3 Leads on 1
Humanity's Last Exam Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models AA 52.7% #9 of 334
CritPt (physics) CritPt (physics): Research-level physics problems that need many careful reasoning steps AA 29.1% #11 of 321
Vals Science Index Vals Science Index: Scientific problem solving across the index’s component evaluations Vals 65.1% #1 of 18
Health & law 4
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 87.9% #15 of 80
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 48.5% #25 of 78
Vals Legal Research Bench Vals Legal Research Bench: Grounded legal research; a task passes only if all criteria pass Vals 39.4% #26 of 69
MLCR-AA MLCR-AA: Models synthesize long medical records; the headline credits concise answers judged both accurate and complete AA 35% #13 of 64
Documents 2
AA-LCR (long context)1.1 AA-LCR (long context) 1.1: Questions that need reading and connecting facts across very long documents (around 100K tokens) AA 79.7% #47 of 273
GDP.pdfAA all-pass GDP.pdf · AA all-pass: Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes 30.4% #4 of 133
Legacy · saturated or no longer reported 3
GPQA Diamond GPQA Diamond: Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 93.9% #6 of 312+1 versions & slices Epoch GPQA Diamond · source setting 2: Models answer graduate-level science multiple-choice questions Epoch 95.8% #2 of 133
OTIS Mock AIME 20242025 OTIS Mock AIME 2024 2025: Models solve the stated OTIS mock AIME mathematics problems Epoch 100% #1 of 130
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