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 39.8 #33 of 336
Knowledge 19
Arena TextEnglish Human pairwise preferences in the stated text vote pool Arena 1,396 #105 of 205+13 versions & slices instruction following Human pairwise preferences in the stated text vote pool Arena 1,411 #74 of 205non-English Human pairwise preferences in the stated text vote pool Arena 1,388 #93 of 205Russian Human pairwise preferences in the stated text vote pool Arena 1,403 #83 of 203Chinese Human pairwise preferences in the stated text vote pool Arena 1,412 #110 of 198overall · October 22, 2026 Human pairwise preferences in the stated text vote pool Arena 1,398 #95 of 198overall Human pairwise preferences in the stated text vote pool Arena 1,459 #41 of 196overall · October 15, 2026 Human pairwise preferences in the stated text vote pool Arena 1,398 #91 of 188Spanish Human pairwise preferences in the stated text vote pool Arena 1,387 #102 of 168German Human pairwise preferences in the stated text vote pool Arena 1,373 #90 of 167French Human pairwise preferences in the stated text vote pool Arena 1,395 #104 of 164Korean Human pairwise preferences in the stated text vote pool Arena 1,333 #92 of 156Japanese Human pairwise preferences in the stated text vote pool Arena 1,369 #72 of 152Polish Human pairwise preferences in the stated text vote pool Arena 1,380 #87 of 142
AA Omniscience Index Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA 27 #19 of 320
SimpleQA Verifiedv1 Accuracy on short factual questions with verified answers, answered without web access 64.4% #12 of 84
AA OmniscienceAccuracy Measures correct answers on the AA Omniscience factual knowledge test AA 53.5% #13 of 320+1 versions & slices Hallucination Rate Measures how often attempted answers are incorrect on the AA Omniscience factual knowledge test AA 56.8% #102 of 320
Mystery Game Puzzles Models choose the best move in puzzle positions from an undisclosed game Epoch 56% #9 of 65
Reasoning 6
ARC-AGI-2semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 57.8% #32 of 69+1 versions & slices public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 49.4% #33 of 66
Chess Puzzles Models choose the best next move from a novel chess position Epoch 56% #11 of 69
ARC-AGI-1semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 83.7% #38 of 67+1 versions & slices public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 88.9% #35 of 64
ARC-AGI-3semi-private Measures interactive game solving through relative human action efficiency ARC 0.4% #15 of 19
Math 9
FrontierMath Tiers 1–3 (v2) Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 89.8% #5 of 70
FrontierMath Tier 4 (v2) Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 90% #5 of 55
MathArenaArXivMath · June 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 91% #3 of 24+5 versions & slices BrokenArXiv · June 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 95.4% #4 of 24ArXivMath · May 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 90% #3 of 19BrokenArXiv · May 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 87% #4 of 18ArXivMath · August 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 93% #2 of 14BrokenArXiv · August 2026 Answer accuracy on the named mathematics competition under the recorded effort MathArena 78.6% #4 of 13
FrontierMath Erdos Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 1.5% #5 of 13
Science 3
Humanity's Last Exam Very hard expert questions across many fields, written to stump today’s models AA 41% #42 of 336
CritPt (physics) Research-level physics problems that need many careful reasoning steps AA 24.6% #21 of 323
Vals Science Index Scientific problem solving across the index’s component evaluations Vals 45% #7 of 19
Health & law 4
MLCR-AA Models synthesize long medical records; the headline credits concise answers judged both accurate and complete AA 28.9% #8 of 103
Vals MedScribe Accuracy of clinical notes produced from consultation transcripts Vals 82% #44 of 80
Vals MedCode Medical coding accuracy on patient encounters Vals 47.1% #29 of 78
Vals Legal Research Bench Grounded legal research; a task passes only if all criteria pass Vals 28.9% #44 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 82.3% #26 of 314
GDP.pdfAA all-pass Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes 23.8% #14 of 135
Legacy · saturated or no longer reported 2
GPQA DiamondEpoch Models answer graduate-level science multiple-choice questions Epoch 94.3% #8 of 134
OTIS Mock AIME 20242025 Models solve the stated OTIS mock AIME mathematics problems Epoch 100% #1 of 131
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