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 34.2 #43 of 334
Knowledge 18
Arena Text Arena Text · overall: Human pairwise preferences in the stated text vote pool Arena 1,459 #41 of 196+12 versions & slices English Arena Text · english: Human pairwise preferences in the stated text vote pool Arena 1,397 #97 of 188instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,413 #69 of 188non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,387 #87 of 188overall · full cohort Arena Text · overall · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,398 #91 of 188Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,407 #75 of 186Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,408 #103 of 181Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,387 #95 of 155German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,377 #81 of 154French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,398 #90 of 149Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,337 #83 of 144Japanese Arena Text · japanese: Human pairwise preferences in the stated text vote pool Arena 1,372 #63 of 138Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,367 #85 of 133
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA 26.5 #18 of 318
SimpleQA Verifiedv1 SimpleQA Verified v1: Accuracy on short factual questions with verified answers, answered without web access 64.4% #12 of 83
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 51.3% #18 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 50.7% #89 of 318
Mystery Game Puzzles Mystery Game Puzzles: Models choose the best move in puzzle positions from an undisclosed game Epoch 56% #9 of 64
Reasoning 6
Chess Puzzles Chess Puzzles: Models choose the best next move from a novel chess position Epoch 56% #11 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 31.5% #37 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 25.6% #35 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 72.2% #39 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 79.3% #35 of 61
ARC-AGI-3semi-private ARC-AGI-3 · semi-private: Measures interactive game solving through relative human action efficiency ARC 0.1% #18 of 18
Math 9
FrontierMath Tiers 1–3 (v2) FrontierMath Tiers 1–3 (v2): Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 89.8% #5 of 69
FrontierMath Tier 4 (v2) FrontierMath Tier 4 (v2): Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 90% #5 of 54
MathArenaArXivMath · June 2026 MathArena · arxiv · 06/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 91% #3 of 24+5 versions & slices BrokenArXiv · June 2026 MathArena · arxiv_false · 06/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 95.4% #4 of 24ArXivMath · May 2026 MathArena · arxiv · 05/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 90% #3 of 19BrokenArXiv · May 2026 MathArena · arxiv_false · 05/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 87% #4 of 18ArXivMath · August 2026 MathArena · arxiv · 08/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 93% #2 of 12BrokenArXiv · August 2026 MathArena · arxiv_false · 08/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 78.6% #4 of 12
FrontierMath Erdos 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 Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models AA 34.9% #63 of 334
CritPt (physics) CritPt (physics): Research-level physics problems that need many careful reasoning steps AA 16.3% #41 of 321
Vals Science Index Vals Science Index: Scientific problem solving across the index’s component evaluations Vals 45% #7 of 18
Health & law 4
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 82% #44 of 80
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 47.1% #29 of 78
Vals Legal Research Bench Vals Legal Research Bench: Grounded legal research; a task passes only if all criteria pass Vals 28.9% #42 of 69
MLCR-AA MLCR-AA: Models synthesize long medical records; the headline credits concise answers judged both accurate and complete AA 16.1% #30 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 79.3% #52 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 24.2% #11 of 133
Legacy · saturated or no longer reported 2
GPQA DiamondEpoch GPQA Diamond · source setting 2: Models answer graduate-level science multiple-choice questions Epoch 94.3% #8 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
No benchmark matches
CheaperClaude Haiku 5.5xhigh+39%-7%$0.12Context: 1.05M → 1M+6
OpenMiMo v2.6 Prothinking+63%same$0.13Context: 1.05M → 1M+4
CheaperAgnes 2.5 Pro Betasame-96%$0.10 / $0.30Context: 1.05M → 1M
DeepSeek V4.1 Flash 1017maxOpen+47%+97%$0.26Context: 1.05M → 1M+5
Kimi K3maxOpen+44%+1,406%$2.00Context: 1.05M → 1M+4
Step 5 PreviewthinkingOpen+28%+673%$1.03Context: 1.05M → 1M+3
GLM 5.2maxOpen+28%+1,009%$1.47Context: 1.05M → 1M+1