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 16.8 #134 of 334
Knowledge 17
Arena Text Arena Text · overall: Human pairwise preferences in the stated text vote pool Arena 1,390 #106 of 196+12 versions & slices English Arena Text · english: Human pairwise preferences in the stated text vote pool Arena 1,379 #112 of 188instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,357 #102 of 188non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,363 #101 of 188overall · full cohort Arena Text · overall · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,373 #104 of 188Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,362 #104 of 186Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,386 #111 of 181Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,355 #110 of 155German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,366 #89 of 154French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,386 #96 of 149Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,307 #93 of 144Japanese Arena Text · japanese: Human pairwise preferences in the stated text vote pool Arena 1,341 #73 of 138Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,378 #80 of 133
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -17.3 #113 of 318
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 25% #112 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 56.4% #100 of 318
IFBench (instructions) IFBench (instructions): Checks whether the model follows precise formatting and content instructions AA 75.4% #23 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 4.4% #53 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 5.8% #44 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 54.3% #48 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 61.5% #47 of 61
Math 14
MathArenaApex MathArena · apex · Apex: Answer accuracy on the named mathematics competition under the recorded effort MathArena 1% #25 of 34+13 versions & slices AIME 2025 MathArena · aime · AIME 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 87.5% #16 of 30Apex Shortlist MathArena · apex · Apex Shortlist: Answer accuracy on the named mathematics competition under the recorded effort MathArena 39.9% #26 of 30HMMT February 2025 MathArena · hmmt · HMMT Feb 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.2% #9 of 30BRUMO 2025 MathArena · brumo · BRUMO 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 90% #14 of 24SMT 2025 MathArena · smt · SMT 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.2% #8 of 24CMIMC 2025 MathArena · cmimc · CMIMC 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 84.4% #10 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 85% #16 of 17Kangaroo 2025 3-4 MathArena · kangaroo · Kangaroo 2025 3-4: Answer accuracy on the named mathematics competition under the recorded effort MathArena 66.7% #8 of 17Kangaroo 2025 5-6 MathArena · kangaroo · Kangaroo 2025 5-6: Answer accuracy on the named mathematics competition under the recorded effort MathArena 70.8% #9 of 17Kangaroo 2025 7-8 MathArena · kangaroo · Kangaroo 2025 7-8: Answer accuracy on the named mathematics competition under the recorded effort MathArena 87.5% #11 of 16Kangaroo 2025 9-10 MathArena · kangaroo · Kangaroo 2025 9-10: Answer accuracy on the named mathematics competition under the recorded effort MathArena 97.5% #8 of 16HMMT November 2025 MathArena · hmmt · HMMT Nov 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 84.2% #10 of 14
Science 2
Humanity's Last Exam Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models AA 21.5% #118 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 81.8% #58 of 89
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 80.6% #47 of 80
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 43.1% #40 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 72.3% #106 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 8.4% #66 of 133
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 82.8% #99 of 312
AIME2025 · AA archived AIME 2025 · AA archived: AA evaluates the 30 integer-answer problems from the 2025 AIME mathematics competition AA 90.7% #14 of 139
No benchmark matches
CheaperGLM 5.3 FlashmaxOpen×14.8-65%$0.28Defaults to max · Self-hosted+4
CheaperClaude Haiku 5.5xhigh×13.8-71%$0.12Remove sampling parameters+5
DeepSeek V4 Pro 0813maxOpen×13.8+188%$0.67No image input+5
Kimi K3maxOpen×13.6+773%$2.00Sampling parameters are fixed+3
Qwen3.8 27BxhighOpen×9.5+39%$1.01Context: 400K → 262K+5TInkling SmallxhighOpen×9-7%$0.45 / $1.20Context: 400K → 256K+1