Benchmark By Score Rank
Overall 1
AA Intelligence Index4.3.2 Artificial Analysis combines tests of knowledge, reasoning, coding and tool use into one score AA 34 #46 of 336
Knowledge 19
Arena TextEnglish Human pairwise preferences in the stated text vote pool Arena 1,482 #15 of 205+13 versions & slices instruction following Human pairwise preferences in the stated text vote pool Arena 1,467 #23 of 205non-English Human pairwise preferences in the stated text vote pool Arena 1,470 #16 of 205Russian Human pairwise preferences in the stated text vote pool Arena 1,488 #12 of 203Chinese Human pairwise preferences in the stated text vote pool Arena 1,531 #14 of 198overall · October 22, 2026 Human pairwise preferences in the stated text vote pool Arena 1,480 #14 of 198overall Human pairwise preferences in the stated text vote pool Arena 1,483 #18 of 196overall · October 15, 2026 Human pairwise preferences in the stated text vote pool Arena 1,479 #14 of 188Spanish Human pairwise preferences in the stated text vote pool Arena 1,476 #14 of 168German Human pairwise preferences in the stated text vote pool Arena 1,481 #14 of 167French Human pairwise preferences in the stated text vote pool Arena 1,504 #8 of 164Korean Human pairwise preferences in the stated text vote pool Arena 1,430 #24 of 156Japanese Human pairwise preferences in the stated text vote pool Arena 1,475 #12 of 152Polish Human pairwise preferences in the stated text vote pool Arena 1,475 #13 of 142
AA Omniscience Index Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA 22.1 #24 of 320
SimpleQA Verifiedv1 Accuracy on short factual questions with verified answers, answered without web access 66.2% #11 of 84
AA OmniscienceAccuracy Measures correct answers on the AA Omniscience factual knowledge test AA 50% #20 of 320+1 versions & slices Hallucination Rate Measures how often attempted answers are incorrect on the AA Omniscience factual knowledge test AA 55.6% #101 of 320
Mystery Game Puzzles Models choose the best move in puzzle positions from an undisclosed game Epoch 30% #24 of 65
Reasoning 5
ARC-AGI-2semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 50.4% #36 of 69+1 versions & slices public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 56.5% #32 of 66
Chess Puzzles Models choose the best next move from a novel chess position Epoch 42% #27 of 69
ARC-AGI-1semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 83.2% #38 of 67+1 versions & slices public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 92.8% #29 of 64
Math 18
FrontierMath Tiers 1–3 (v2) Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 58.9% #37 of 70
FrontierMath Tier 4 (v2) Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 22% #39 of 55
MathArenaApex Answer accuracy on the named mathematics competition under the recorded effort MathArena 26% #11 of 34+15 versions & slices Apex Shortlist Answer accuracy on the named mathematics competition under the recorded effort MathArena 71.3% #13 of 30AIME 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 96.7% #6 of 24HMMT February 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.4% #13 of 24ArXivMath · June 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 56.9% #19 of 24BrokenArXiv · June 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 12% #23 of 24ArXivMath · May 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 54.2% #15 of 19BrokenArXiv · May 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 4% #18 of 18ArXivMath · April 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 52.5% #11 of 17Kangaroo 2025 1-2 Answer accuracy on the named mathematics competition under the recorded effort MathArena 83.3% #6 of 17Kangaroo 2025 11-12 Answer accuracy on the named mathematics competition under the recorded effort MathArena 96.7% #6 of 17Kangaroo 2025 3-4 Answer accuracy on the named mathematics competition under the recorded effort MathArena 68.8% #6 of 17Kangaroo 2025 5-6 Answer accuracy on the named mathematics competition under the recorded effort MathArena 88.3% #2 of 17Kangaroo 2025 7-8 Answer accuracy on the named mathematics competition under the recorded effort MathArena 90% #6 of 16Kangaroo 2025 9-10 Answer accuracy on the named mathematics competition under the recorded effort MathArena 100% #1 of 16BrokenArXiv · April 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 16% #13 of 15
Science 2
Humanity's Last Exam Very hard expert questions across many fields, written to stump today’s models AA 40.8% #43 of 336
CritPt (physics) Research-level physics problems that need many careful reasoning steps AA 10.6% #58 of 323
Health & law 5
MLCR-AA Models synthesize long medical records; the headline credits concise answers judged both accurate and complete AA 10% #57 of 103
Vals LegalBench Legal reasoning and legal-language understanding on LegalBench Vals 86.7% #9 of 89
Vals MedScribe Accuracy of clinical notes produced from consultation transcripts Vals 79.7% #51 of 80
Vals MedCode Medical coding accuracy on patient encounters Vals 53.2% #9 of 78
Vals Legal Research Bench Grounded legal research; a task passes only if all criteria pass Vals 25% #51 of 73
Documents 2
AA-LCR (long context)1.1 Questions that need reading and connecting facts across very long documents (around 100K tokens) AA 80% #44 of 314
GDP.pdfAA all-pass Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes 17.4% #33 of 135
Legacy · saturated or no longer reported 3
GPQA Diamond Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 92.8% #14 of 312+1 versions & slices Epoch Models answer graduate-level science multiple-choice questions Epoch 94.1% #9 of 134
OTIS Mock AIME 20242025 Models solve the stated OTIS mock AIME mathematics problems Epoch 94.2% #37 of 131
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