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 13.3 #159 of 334
Knowledge 18
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 1,451 #47 of 188instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,443 #41 of 188non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,431 #44 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 #45 of 188Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,435 #47 of 186Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,495 #43 of 181Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,433 #62 of 155German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,438 #45 of 154French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,450 #56 of 149Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,400 #41 of 144Japanese Arena Text · japanese: Human pairwise preferences in the stated text vote pool Arena 1,453 #18 of 138Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,440 #35 of 133
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -34.5 #157 of 318
SimpleQA Verifiedv1 SimpleQA Verified v1: Accuracy on short factual questions with verified answers, answered without web access 34.9% #47 of 83
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 29.5% #80 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 90.6% #252 of 318
IFBench (instructions) IFBench (instructions): Checks whether the model follows precise formatting and content instructions AA 43.2% #139 of 245
Reasoning 4
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 17.6% #42 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 18.3% #37 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 72.8% #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 77.1% #37 of 61
Math 16
MathArenaApex MathArena · apex · Apex: Answer accuracy on the named mathematics competition under the recorded effort MathArena 1% #25 of 34+15 versions & slices AIME 2025 MathArena · aime · AIME 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 94.2% #7 of 30Apex Shortlist MathArena · apex · Apex Shortlist: Answer accuracy on the named mathematics competition under the recorded effort MathArena 55.9% #21 of 30HMMT February 2025 MathArena · hmmt · HMMT Feb 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 93.3% #5 of 30BRUMO 2025 MathArena · brumo · BRUMO 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 93.3% #7 of 24SMT 2025 MathArena · smt · SMT 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 91% #4 of 24CMIMC 2025 MathArena · cmimc · CMIMC 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 94.4% #3 of 22Kangaroo 2025 1-2 MathArena · kangaroo · Kangaroo 2025 1-2: Answer accuracy on the named mathematics competition under the recorded effort MathArena 65.6% #12 of 17Kangaroo 2025 11-12 MathArena · kangaroo · Kangaroo 2025 11-12: Answer accuracy on the named mathematics competition under the recorded effort MathArena 91.7% #10 of 17Kangaroo 2025 3-4 MathArena · kangaroo · Kangaroo 2025 3-4: Answer accuracy on the named mathematics competition under the recorded effort MathArena 65.6% #10 of 17Kangaroo 2025 5-6 MathArena · kangaroo · Kangaroo 2025 5-6: Answer accuracy on the named mathematics competition under the recorded effort MathArena 61.7% #16 of 17Kangaroo 2025 7-8 MathArena · kangaroo · Kangaroo 2025 7-8: Answer accuracy on the named mathematics competition under the recorded effort MathArena 85.8% #13 of 16Kangaroo 2025 9-10 MathArena · kangaroo · Kangaroo 2025 9-10: Answer accuracy on the named mathematics competition under the recorded effort MathArena 90.8% #15 of 16HMMT November 2025 MathArena · hmmt · HMMT Nov 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 91.7% #5 of 14Project Euler MathArena · euler · Project Euler: Answer accuracy on the named mathematics competition under the recorded effort MathArena 61.6% #7 of 11Putnam 2025 MathArena · putnam · Putnam 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 48.3% #3 of 3
Science 2
Humanity's Last Exam Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models AA 5.3% #264 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 85.7% #16 of 89
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 88.1% #13 of 80
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 52.7% #11 of 78
Documents 1
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 45% #184 of 273
Legacy · saturated or no longer reported 2
GPQA Diamond GPQA Diamond: Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 64.3% #212 of 312
AIME2025 · AA archived AIME 2025 · AA archived: AA evaluates the 30 integer-answer problems from the 2025 AIME mathematics competition AA 38% #97 of 139
No benchmark matches
CheaperGemini 3 Flash Previewunstated+6%-67%$0.50 / $3
BetterClaude Opus 5unstated+21%+191%$5 / $25
OpenKimi K3unstated-6%+75%$3 / $15Sampling parameters are fixed+3
Muse Sparkunstated-3%-42%$1.25 / $4.25Only n=1 · Meta / Chat Completions+1
Grok 4.7unstated-6%-13%$2 / $6Reasoning cannot be disabled+4
MiniMax M3unstatedOpen-12%-85%$0.30 / $1.20No strict JSON+1
MiMo v2.6 ProunstatedOpen-15%-84%$0.43 / $0.87Pass back reasoning_content+3
Hy4 previewOpen-18%-64%$0.83 / $2.50No image input
GLM 5.3unstatedOpen-19%-37%$1.40 / $4.40No image input+4