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 19.3 #122 of 334
Knowledge 19
Arena Text Arena Text · overall: Human pairwise preferences in the stated text vote pool Arena 1,456 #43 of 196+12 versions & slices English Arena Text · english: Human pairwise preferences in the stated text vote pool Arena 1,450 #49 of 188instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,459 #30 of 188non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,425 #55 of 188overall · full cohort Arena Text · overall · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,438 #52 of 188Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,436 #45 of 186Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,460 #73 of 181Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,458 #30 of 155German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,421 #56 of 154French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,458 #43 of 149Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,402 #40 of 144Japanese Arena Text · japanese: Human pairwise preferences in the stated text vote pool Arena 1,390 #54 of 138Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,419 #58 of 133
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -9.4 #90 of 318
SimpleQA Verifiedv1 SimpleQA Verified v1: Accuracy on short factual questions with verified answers, answered without web access 29.2% #59 of 83
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 28.4% #86 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 52.7% #95 of 318
IFBench (instructions) IFBench (instructions): Checks whether the model follows precise formatting and content instructions AA 42.7% #142 of 245
EQ-Bench3 EQ-Bench 3: Judge-rated responses to social and emotionally nuanced scenarios, scored through the source pairwise ranking EQ-Bench 1,511 #20 of 50
Reasoning 5
Chess Puzzles Chess Puzzles: Models choose the best next move from a novel chess position Epoch 6% #63 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 13.6% #43 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 14.7% #39 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 63.7% #43 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 73.8% #40 of 61
Math 14
FrontierMath FrontierMath: Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 9.3% #26 of 40
MathArenaApex MathArena · apex · Apex: Answer accuracy on the named mathematics competition under the recorded effort MathArena 1.6% #23 of 34+11 versions & slices AIME 2025 MathArena · aime · AIME 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 84.2% #19 of 30HMMT February 2025 MathArena · hmmt · HMMT Feb 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 67.5% #21 of 30BRUMO 2025 MathArena · brumo · BRUMO 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 90.8% #13 of 24SMT 2025 MathArena · smt · SMT 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 84% #15 of 24CMIMC 2025 MathArena · cmimc · CMIMC 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 66.3% #19 of 22Kangaroo 2025 1-2 MathArena · kangaroo · Kangaroo 2025 1-2: Answer accuracy on the named mathematics competition under the recorded effort MathArena 61.5% #15 of 17Kangaroo 2025 11-12 MathArena · kangaroo · Kangaroo 2025 11-12: Answer accuracy on the named mathematics competition under the recorded effort MathArena 87.5% #14 of 17Kangaroo 2025 3-4 MathArena · kangaroo · Kangaroo 2025 3-4: Answer accuracy on the named mathematics competition under the recorded effort MathArena 62.5% #13 of 17Kangaroo 2025 5-6 MathArena · kangaroo · Kangaroo 2025 5-6: Answer accuracy on the named mathematics competition under the recorded effort MathArena 68.3% #11 of 17Kangaroo 2025 7-8 MathArena · kangaroo · Kangaroo 2025 7-8: Answer accuracy on the named mathematics competition under the recorded effort MathArena 80% #15 of 16Kangaroo 2025 9-10 MathArena · kangaroo · Kangaroo 2025 9-10: Answer accuracy on the named mathematics competition under the recorded effort MathArena 95% #11 of 16
FrontierMath Tier4 FrontierMath Tier 4: Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 2.1% #23 of 33
Science 2
Humanity's Last Exam Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models AA 7.2% #220 of 334
CritPt (physics) CritPt (physics): Research-level physics problems that need many careful reasoning steps AA 0% #178 of 321
Health & law 3
Vals LegalBench Vals LegalBench: Legal reasoning and legal-language understanding on LegalBench Vals 84.1% #34 of 89
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 84.1% #34 of 80
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 44.1% #34 of 78
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 54% #168 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 5.2% #85 of 133
Legacy · saturated or no longer reported 4
GPQA Diamond GPQA Diamond: Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 72.7% #168 of 312+1 versions & slices Epoch GPQA Diamond · source setting 2: Models answer graduate-level science multiple-choice questions Epoch 73.7% #76 of 133
AIME2025 · AA archived AIME 2025 · AA archived: AA evaluates the 30 integer-answer problems from the 2025 AIME mathematics competition AA 37% #98 of 139
OTIS Mock AIME 20242025 OTIS Mock AIME 2024 2025: Models solve the stated OTIS mock AIME mathematics problems Epoch 35.6% #100 of 130
No benchmark matches
CheaperGPT-5.4 (2026-03-05)xhigh×13-6%$2.50 / $15
OpenKimi K2.6unstated×7-71%$0.95 / $4Context: 1M → 256K
CheaperGemini 3.1 Pro Previewunstated×8-25%$2 / $12Cannot use both thinking controls
Muse Sparkunstated×7-67%$1.25 / $4.25Only n=1 · Meta / Chat Completions+1
GLM 5.1unstatedOpen×6-64%$1.40 / $4.40Context: 1M → 203K+1