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 16.8 #137 of 339
Knowledge 4
AA OmniscienceAccuracy Measures correct answers on the AA Omniscience factual knowledge test AA 25% #114 of 323+1 versions & slices Hallucination Rate Measures how often attempted answers are incorrect on the AA Omniscience factual knowledge test AA 56.4% #103 of 323
AA Omniscience Index Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -17.3 #116 of 323
IFBench (instructions) Checks whether the model follows precise formatting and content instructions AA 75.4% #23 of 248
Reasoning 4
ARC-AGI-1public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 61.5% #50 of 64+1 versions & slices semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 54.3% #51 of 67
ARC-AGI-2public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 5.8% #47 of 66+1 versions & slices semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 4.4% #56 of 69
Math 14
MathArenaAIME 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 87.5% #16 of 30+13 versions & slices Apex Answer accuracy on the named mathematics competition under the recorded effort MathArena 1% #25 of 34Apex Shortlist Answer accuracy on the named mathematics competition under the recorded effort MathArena 39.9% #26 of 30BRUMO 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 90% #14 of 24CMIMC 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 84.4% #10 of 22HMMT February 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.2% #9 of 30HMMT November 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 84.2% #10 of 14Kangaroo 2025 1-2 Answer accuracy on the named mathematics competition under the recorded effort MathArena 61.5% #15 of 17Kangaroo 2025 11-12 Answer accuracy on the named mathematics competition under the recorded effort MathArena 85% #16 of 17Kangaroo 2025 3-4 Answer accuracy on the named mathematics competition under the recorded effort MathArena 66.7% #8 of 17Kangaroo 2025 5-6 Answer accuracy on the named mathematics competition under the recorded effort MathArena 70.8% #9 of 17Kangaroo 2025 7-8 Answer accuracy on the named mathematics competition under the recorded effort MathArena 87.5% #11 of 16Kangaroo 2025 9-10 Answer accuracy on the named mathematics competition under the recorded effort MathArena 97.5% #8 of 16SMT 2025 Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.2% #8 of 24
Science 3
Humanity's Last Exam Very hard expert questions across many fields, written to stump today’s models AA 21.5% #120 of 339
CritPt (physics) Research-level physics problems that need many careful reasoning steps AA 0% #181 of 326
SciCode Writing code for real scientific computing problems (physics, biology, math) AA 39% #101 of 142
Coding 3
Terminal-Bench4.0 Agents use a terminal to complete executable coding, system administration and research tasks in the 4.0 suite 0% #77 of 134+1 versions & slices 2.1 Older, easier version of Terminal-Bench; Still widely reported AA 3.7% #140 of 156
Terminal-Bench Hard Agents solve difficult software, system-administration and data-processing tasks in a terminal AA 33.3% #51 of 242
Agents 4
AutomationBench-AA Agents orchestrate SaaS workflows through APIs; objectives receive credit only when the task has no guardrail violation AA 6.5% #81 of 135
AA-Briefcase1.1 · Elo Agents produce professional deliverables; blind pairwise comparisons produce the source Elo rating AA 428 #102 of 142
GDPval-AA (work tasks)2.1 Real work tasks from many professions (reports, spreadsheets, analyses), graded against expert work AA 766 #90 of 177
τ³-BankingAA Agents retrieve banking knowledge and execute tools to resolve customer-support workflows AA 15.5% #67 of 134
Multimodal 2
MMMU-Pro (vision) College-level questions that require understanding images: charts, diagrams, photos AA 70.1% #70 of 128
Arena Vision Human pairwise preferences in the stated vision vote pool Arena 1,202 #65 of 88
Writing 17
Arena Textcreative writing · October 22, 2026 Human pairwise preferences in the stated text vote pool Arena 1,325 #114 of 197+16 versions & slices creative writing Human pairwise preferences in the stated text vote pool Arena 1,323 #116 of 195overall Human pairwise preferences in the stated text vote pool Arena 1,390 #106 of 196Chinese Human pairwise preferences in the stated text vote pool Arena 1,385 #121 of 198English Human pairwise preferences in the stated text vote pool Arena 1,379 #120 of 205French Human pairwise preferences in the stated text vote pool Arena 1,386 #105 of 164German Human pairwise preferences in the stated text vote pool Arena 1,366 #96 of 167instruction following Human pairwise preferences in the stated text vote pool Arena 1,357 #112 of 205Japanese Human pairwise preferences in the stated text vote pool Arena 1,341 #82 of 152Korean Human pairwise preferences in the stated text vote pool Arena 1,306 #101 of 156non-English Human pairwise preferences in the stated text vote pool Arena 1,363 #111 of 205Polish Human pairwise preferences in the stated text vote pool Arena 1,378 #88 of 142Russian Human pairwise preferences in the stated text vote pool Arena 1,362 #113 of 203Spanish Human pairwise preferences in the stated text vote pool Arena 1,355 #118 of 168overall · October 15, 2026 Human pairwise preferences in the stated text vote pool Arena 1,373 #104 of 188creative writing · October 15, 2026 Human pairwise preferences in the stated text vote pool Arena 1,325 #108 of 187overall · October 22, 2026 Human pairwise preferences in the stated text vote pool Arena 1,373 #108 of 198
Health & law 4
MLCR-AA Models synthesize long medical records; the headline credits concise answers judged both accurate and complete AA 8.9% #61 of 103
Vals LegalBench Legal reasoning and legal-language understanding on LegalBench Vals 81.8% #58 of 89
Vals MedCode Medical coding accuracy on patient encounters Vals 43.1% #40 of 78
Vals MedScribe Accuracy of clinical notes produced from consultation transcripts Vals 80.6% #47 of 80
Documents 2
AA-LCR (long context)1.1 Questions that need reading and connecting facts across very long documents (around 100K tokens) AA 72.3% #108 of 317
GDP.pdfAA all-pass Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes 8.4% #68 of 135
Legacy · saturated or no longer reported 4
AIME2025 · AA archived AA evaluates the 30 integer-answer problems from the 2025 AIME mathematics competition AA 90.7% #14 of 140
LiveCodeBenchAA archived AA evaluates solutions to newly collected competitive-programming problems AA 83.8% #10 of 153
GPQA Diamond Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 82.8% #99 of 315
τ²-benchAA Tests service agents that use tools while coordinating with a simulated user AA 68.4% #95 of 245
No benchmark matches