Benchmark By Score Rank
Overall 1
AA Intelligence Index4.3.2 Artificial Analysis combines tests of knowledge, reasoning, coding and tool use into one score AA 23 #94 of 337
Knowledge 4
AA OmniscienceAccuracy Measures correct answers on the AA Omniscience factual knowledge test AA 40.3% #46 of 321+1 versions & slices Hallucination Rate Measures how often attempted answers are incorrect on the AA Omniscience factual knowledge test AA 82.2% #181 of 321
AA Omniscience Index Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -8.7 #89 of 321
IFBench (instructions) Checks whether the model follows precise formatting and content instructions AA 73.1% #33 of 248
Reasoning 4
ARC-AGI-1public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 65.9% #43 of 61+1 versions & slices semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 65.7% #41 of 64
ARC-AGI-2public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 9.6% #42 of 63+1 versions & slices semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 9.9% #46 of 66
Math 15
MathArenaAIME 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 95% #6 of 30+14 versions & slices Apex Answer accuracy on the named mathematics competition under the recorded effort MathArena 1% #25 of 34BRUMO 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 91.7% #12 of 24CMIMC 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 88.8% #8 of 22Project Euler Answer accuracy on the named mathematics competition under the recorded effort MathArena 56.7% #9 of 11HMMT February 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 88.3% #10 of 30HMMT November 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.2% #7 of 14IMO 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 38.1% #1 of 4Kangaroo 2025 1-2 Answer accuracy on the named mathematics competition under the recorded effort MathArena 68.8% #11 of 17Kangaroo 2025 11-12 Answer accuracy on the named mathematics competition under the recorded effort MathArena 95% #9 of 17Kangaroo 2025 3-4 Answer accuracy on the named mathematics competition under the recorded effort MathArena 60.4% #14 of 17Kangaroo 2025 5-6 Answer accuracy on the named mathematics competition under the recorded effort MathArena 65% #14 of 17Kangaroo 2025 7-8 Answer accuracy on the named mathematics competition under the recorded effort MathArena 90.8% #5 of 16Kangaroo 2025 9-10 Answer accuracy on the named mathematics competition under the recorded effort MathArena 92.5% #12 of 16SMT 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 92% #3 of 24
Science 2
Humanity's Last Exam Very hard expert questions across many fields, written to stump today’s models AA 28.5% #88 of 337
CritPt (physics) Research-level physics problems that need many careful reasoning steps AA 5.7% #75 of 324
Coding 4
WebDev Arena Human pairwise preferences in the stated webdev vote pool Arena 1,418 #62 of 97+1 versions & slices full cohort Human pairwise preferences in the stated webdev vote pool Arena 1,418 #62 of 97
SWE-bench Pro (private) Agents resolve long-horizon professional repository tasks; public and private splits are separate Scale 14.9% #8 of 9
Terminal-Bench Hard Agents solve difficult software, system-administration and data-processing tasks in a terminal AA 32.6% #53 of 242
Agents 2
GDPval-AA (work tasks)2.1 Real work tasks from many professions (reports, spreadsheets, analyses), graded against expert work AA 20.9 #90 of 175
τ³-BankingAA Agents retrieve banking knowledge and execute tools to resolve customer-support workflows AA 22.1% #48 of 134
Multimodal 2
MMMU-Pro (vision) College-level questions that require understanding images: charts, diagrams, photos AA 74.2% #56 of 127
Arena Vision Human pairwise preferences in the stated vision vote pool Arena 1,208 #62 of 88
Writing 15
Arena Textcreative writing Human pairwise preferences in the stated text vote pool Arena 1,372 #87 of 195+14 versions & slices overall Human pairwise preferences in the stated text vote pool Arena 1,435 #70 of 196Chinese Human pairwise preferences in the stated text vote pool Arena 1,422 #95 of 181English Human pairwise preferences in the stated text vote pool Arena 1,409 #92 of 188French Human pairwise preferences in the stated text vote pool Arena 1,408 #87 of 149German Human pairwise preferences in the stated text vote pool Arena 1,416 #63 of 154instruction following Human pairwise preferences in the stated text vote pool Arena 1,388 #88 of 188Japanese Human pairwise preferences in the stated text vote pool Arena 1,402 #43 of 138Korean Human pairwise preferences in the stated text vote pool Arena 1,357 #74 of 144non-English Human pairwise preferences in the stated text vote pool Arena 1,397 #84 of 188Polish Human pairwise preferences in the stated text vote pool Arena 1,412 #62 of 133Russian Human pairwise preferences in the stated text vote pool Arena 1,402 #79 of 186Spanish Human pairwise preferences in the stated text vote pool Arena 1,388 #94 of 155overall · full cohort Human pairwise preferences in the stated text vote pool Arena 1,406 #87 of 188creative writing · full cohort Human pairwise preferences in the stated text vote pool Arena 1,364 #86 of 187
Health & law 3
Vals LegalBench Legal reasoning and legal-language understanding on LegalBench Vals 86% #14 of 89
Vals MedCode Medical coding accuracy on patient encounters Vals 49.6% #17 of 78
Vals MedScribe Accuracy of clinical notes produced from consultation transcripts Vals 83.7% #38 of 80
Documents 1
AA-LCR (long context)1.1 Questions that need reading and connecting facts across very long documents (around 100K tokens) AA 78.2% #67 of 275
Legacy · saturated or no longer reported 13
SWE-bench Pro (public) Agents resolve long-horizon professional repository tasks; public and private splits are separate 41.8% #8 of 19
AIME2025 · AA archived AA evaluates the 30 integer-answer problems from the 2025 AIME mathematics competition AA 94.3% #7 of 140
LiveCodeBenchAA archived AA evaluates solutions to newly collected competitive-programming problems AA 84.6% #9 of 153
GPQA Diamond Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 85.4% #79 of 315
Aider Polyglottwo attempts Models edit code for 225 Exercism exercises in six languages, with a second attempt after test feedback Aider 88% #1 of 15
τ²-benchairline · 0.1.3 τ-bench official · 2-airline-0.1.3: Customer-service agents converse with simulated users, retrieve domain knowledge and change state through tools 62.5% #3 of 8+4 versions & slices overall · 0.1.3 τ-bench official · 2-overall-0.1.3: Customer-service agents converse with simulated users, retrieve domain knowledge and change state through tools 80% #3 of 7retail · 0.1.3 τ-bench official · 2-retail-0.1.3: Customer-service agents converse with simulated users, retrieve domain knowledge and change state through tools 81.6% #2 of 8telecom · 0.1.3 τ-bench official · 2-telecom-0.1.3: Customer-service agents converse with simulated users, retrieve domain knowledge and change state through tools 95.8% #3 of 7AA Tests service agents that use tools while coordinating with a simulated user AA 84.8% #64 of 245
Video-MME2 · without subtitles/audio Grouped non-linear question scoring for video understanding; this is distinct from mean question accuracy Video-MME 26.4% #4 of 18+1 versions & slices 2 · with subtitles/audio Grouped non-linear question scoring for video understanding; this is distinct from mean question accuracy Video-MME 37% #3 of 18
Terminal-Bench2.1 Older, easier version of Terminal-Bench; Still widely reported AA 35.2% #92 of 156
No benchmark matches