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 22.9 #96 of 334
Knowledge 17
Arena Text Arena Text · overall: Human pairwise preferences in the stated text vote pool Arena 1,435 #70 of 196+12 versions & slices English Arena Text · english: Human pairwise preferences in the stated text vote pool Arena 1,409 #92 of 188instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,388 #88 of 188non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,397 #84 of 188overall · full cohort Arena Text · overall · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,406 #87 of 188Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,402 #79 of 186Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,422 #95 of 181Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,388 #94 of 155German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,416 #63 of 154French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,408 #87 of 149Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,357 #74 of 144Japanese Arena Text · japanese: Human pairwise preferences in the stated text vote pool Arena 1,402 #43 of 138Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,412 #62 of 133
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -10.9 #97 of 318
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 39.5% #48 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 83.2% #188 of 318
IFBench (instructions) IFBench (instructions): Checks whether the model follows precise formatting and content instructions AA 70.6% #48 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 9.9% #46 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 9.6% #42 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 65.7% #41 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 65.9% #43 of 61
Math 15
MathArenaApex MathArena · apex · Apex: Answer accuracy on the named mathematics competition under the recorded effort MathArena 1% #25 of 34+14 versions & slices AIME 2025 MathArena · aime · AIME 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 95% #6 of 30HMMT February 2025 MathArena · hmmt · HMMT Feb 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 88.3% #10 of 30BRUMO 2025 MathArena · brumo · BRUMO 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 91.7% #12 of 24SMT 2025 MathArena · smt · SMT 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 92% #3 of 24CMIMC 2025 MathArena · cmimc · CMIMC 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 88.8% #8 of 22Kangaroo 2025 1-2 MathArena · kangaroo · Kangaroo 2025 1-2: Answer accuracy on the named mathematics competition under the recorded effort MathArena 68.8% #11 of 17Kangaroo 2025 11-12 MathArena · kangaroo · Kangaroo 2025 11-12: Answer accuracy on the named mathematics competition under the recorded effort MathArena 95% #9 of 17Kangaroo 2025 3-4 MathArena · kangaroo · Kangaroo 2025 3-4: Answer accuracy on the named mathematics competition under the recorded effort MathArena 60.4% #14 of 17Kangaroo 2025 5-6 MathArena · kangaroo · Kangaroo 2025 5-6: Answer accuracy on the named mathematics competition under the recorded effort MathArena 65% #14 of 17Kangaroo 2025 7-8 MathArena · kangaroo · Kangaroo 2025 7-8: Answer accuracy on the named mathematics competition under the recorded effort MathArena 90.8% #5 of 16Kangaroo 2025 9-10 MathArena · kangaroo · Kangaroo 2025 9-10: Answer accuracy on the named mathematics competition under the recorded effort MathArena 92.5% #12 of 16HMMT November 2025 MathArena · hmmt · HMMT Nov 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.2% #7 of 14Project Euler MathArena · euler · Project Euler: Answer accuracy on the named mathematics competition under the recorded effort MathArena 56.7% #9 of 11IMO 2025 MathArena · imo · IMO 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 38.1% #1 of 4
Science 2
Humanity's Last Exam Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models AA 25.4% #99 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 86% #14 of 89
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 83.7% #38 of 80
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 49.6% #17 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 76% #83 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 84.2% #89 of 312
AIME2025 · AA archived AIME 2025 · AA archived: AA evaluates the 30 integer-answer problems from the 2025 AIME mathematics competition AA 91.7% #10 of 139
No benchmark matches
CheaperGemini 3 Flash Previewunstated+13%-67%$0.50 / $3
BetterClaude Opus 5unstated+28%+191%$5 / $25
OpenKimi K3unstatedsame+75%$3 / $15Sampling parameters are fixed+3
Muse Sparkunstated+3%-42%$1.25 / $4.25Only n=1 · Meta / Chat Completions+1
Grok 4.7unstatedsame-13%$2 / $6Reasoning cannot be disabled+4
MiniMax M3unstatedOpen-7%-85%$0.30 / $1.20No strict JSON+1
MiMo v2.6 ProunstatedOpen-9%-84%$0.43 / $0.87Pass back reasoning_content+3
Hy4 previewOpen-13%-64%$0.83 / $2.50No image input
GLM 5.3unstatedOpen-14%-37%$1.40 / $4.40No image input+4