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 16.1 #138 of 334
Knowledge 17
Arena Text Arena Text · overall: Human pairwise preferences in the stated text vote pool Arena 1,445 #57 of 196+12 versions & slices English Arena Text · english: Human pairwise preferences in the stated text vote pool Arena 1,458 #36 of 188instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,436 #49 of 188non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,451 #27 of 188overall · full cohort Arena Text · overall · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,458 #31 of 188Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,460 #28 of 186Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,507 #34 of 181Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,473 #15 of 155German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,487 #12 of 154French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,472 #28 of 149Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,435 #21 of 144Japanese Arena Text · japanese: Human pairwise preferences in the stated text vote pool Arena 1,461 #15 of 138Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,479 #11 of 133
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -16.4 #109 of 318
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 39.1% #50 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 90.9% #257 of 318
IFBench (instructions) IFBench (instructions): Checks whether the model follows precise formatting and content instructions AA 48.7% #121 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 4.9% #49 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 5.1% #47 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 41% #53 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 56.4% #50 of 61
Math 20
FrontierMath Tiers 1–3 (v2) FrontierMath Tiers 1–3 (v2): Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 24.6% #60 of 69
FrontierMath Tier 4 (v2) FrontierMath Tier 4 (v2): Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 0% #53 of 54
FrontierMath FrontierMath: Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 14.1% #24 of 40
MathArenaApex MathArena · apex · Apex: Answer accuracy on the named mathematics competition under the recorded effort MathArena 0.5% #31 of 34+15 versions & slices AIME 2025 MathArena · aime · AIME 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 88.3% #15 of 30HMMT February 2025 MathArena · hmmt · HMMT Feb 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 82.5% #13 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 84.9% #14 of 24CMIMC 2025 MathArena · cmimc · CMIMC 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 58.1% #21 of 22Kangaroo 2025 1-2 MathArena · kangaroo · Kangaroo 2025 1-2: Answer accuracy on the named mathematics competition under the recorded effort MathArena 64.6% #14 of 17Kangaroo 2025 11-12 MathArena · kangaroo · Kangaroo 2025 11-12: Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.2% #13 of 17Kangaroo 2025 3-4 MathArena · kangaroo · Kangaroo 2025 3-4: Answer accuracy on the named mathematics competition under the recorded effort MathArena 64.6% #12 of 17Kangaroo 2025 5-6 MathArena · kangaroo · Kangaroo 2025 5-6: Answer accuracy on the named mathematics competition under the recorded effort MathArena 66.7% #13 of 17Kangaroo 2025 7-8 MathArena · kangaroo · Kangaroo 2025 7-8: Answer accuracy on the named mathematics competition under the recorded effort MathArena 82.5% #14 of 16Kangaroo 2025 9-10 MathArena · kangaroo · Kangaroo 2025 9-10: Answer accuracy on the named mathematics competition under the recorded effort MathArena 95.8% #9 of 16HMMT November 2025 MathArena · hmmt · HMMT Nov 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 80% #12 of 14Project Euler MathArena · euler · Project Euler: Answer accuracy on the named mathematics competition under the recorded effort MathArena 26.7% #11 of 11IMO 2025 MathArena · imo · IMO 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 31.6% #2 of 4USAMO 2025 MathArena · usamo · USAMO 2025: Answer accuracy on the named mathematics competition under the recorded effort MathArena 24.4% #2 of 3
FrontierMath Tier4 FrontierMath Tier 4: Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 4.2% #16 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 22.5% #111 of 334
CritPt (physics) CritPt (physics): Research-level physics problems that need many careful reasoning steps AA 2.6% #97 of 321
Health & law 2
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 73.6% #63 of 80
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 50.6% #14 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 69% #131 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 10.2% #59 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 84.4% #88 of 312+1 versions & slices Epoch GPQA Diamond · source setting 2: Models answer graduate-level science multiple-choice questions Epoch 85.3% #56 of 133
AIME2025 · AA archived AIME 2025 · AA archived: AA evaluates the 30 integer-answer problems from the 2025 AIME mathematics competition AA 87.7% #26 of 139
OTIS Mock AIME 20242025 OTIS Mock AIME 2024 2025: Models solve the stated OTIS mock AIME mathematics problems Epoch 84.2% #66 of 130
No benchmark matches
BetterGPT-5.6 Lunahigh+6%-87%$0.044
OpenKimi K3max+11%+506%$2.00Sampling parameters are fixed+3
CheaperGLM 5.3 FlashmaxOpen+8%-14%$0.28Defaults to max · Self-hosted+4
CheaperAgnes 2.5 Pro Beta+7%-96%$0.10 / $0.30
Grok 4.3high+7%-38%$0.21
MiMo v2.5 ProthinkingOpen+3%-84%$0.054No image input
Hy3thinkingOpen+6%-78%$0.072Context: 1M → 256K+1TInkling SmallthinkingOpen+6%-73%$0.089Context: 1M → 256K+1
Qwen3.8 2.4T A95BthinkingOpen+11%+553%$2.16Context: 1M → 262K+6
MiniMax M3thinkingOpen+10%+54%$0.51Context: 1M → 524K+2
DeepSeek V4 Pro 0813maxOpen+10%+104%$0.67No image input+5