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 9.3 #223 of 339
Knowledge 4
AA OmniscienceAccuracy Measures correct answers on the AA Omniscience factual knowledge test AA 25% #115 of 323+1 versions & slices Hallucination Rate Measures how often attempted answers are incorrect on the AA Omniscience factual knowledge test AA 86% #216 of 323
AA Omniscience Index Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -39.6 #175 of 323
IFBench (instructions) Checks whether the model follows precise formatting and content instructions AA 36.2% #180 of 248
Science 3
Humanity's Last Exam Very hard expert questions across many fields, written to stump today’s models AA 4.2% #308 of 339
CritPt (physics) Research-level physics problems that need many careful reasoning steps AA 0% #182 of 326
SciCode Writing code for real scientific computing problems (physics, biology, math) AA 36.6% #112 of 142
Coding 6
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 12% #123 of 156
WebDev Arena Human pairwise preferences in the stated webdev vote pool Arena 1,230 #93 of 97+2 versions & slices October 23, 2026 Human pairwise preferences in the stated webdev vote pool Arena 1,232 #94 of 98October 19, 2026 Human pairwise preferences in the stated webdev vote pool Arena 1,230 #93 of 97
Terminal-Bench Hard Agents solve difficult software, system-administration and data-processing tasks in a terminal AA 15.9% #106 of 242
Agents 4
AutomationBench-AA Agents orchestrate SaaS workflows through APIs; objectives receive credit only when the task has no guardrail violation AA 1.5% #106 of 135
AA-Briefcase1.1 · Elo Agents produce professional deliverables; blind pairwise comparisons produce the source Elo rating AA 228 #117 of 142
GDPval-AA (work tasks)2.1 Real work tasks from many professions (reports, spreadsheets, analyses), graded against expert work AA 420 #108 of 177
τ³-BankingAA Agents retrieve banking knowledge and execute tools to resolve customer-support workflows AA 5.8% #111 of 134
Multimodal 3
MMMU-Pro (vision) College-level questions that require understanding images: charts, diagrams, photos AA 55.7% #107 of 128
Arena Vision Human pairwise preferences in the stated vision vote pool Arena 1,220 #58 of 88
Chartography Expert chart reasoning over professional scientific, medical, financial and engineering charts Surge 9% #37 of 37
Writing 20
Arena Textcreative writing · October 22, 2026 Human pairwise preferences in the stated text vote pool Arena 1,387 #74 of 197+16 versions & slices creative writing Human pairwise preferences in the stated text vote pool Arena 1,374 #86 of 195overall Human pairwise preferences in the stated text vote pool Arena 1,414 #88 of 196Chinese Human pairwise preferences in the stated text vote pool Arena 1,446 #84 of 198English Human pairwise preferences in the stated text vote pool Arena 1,440 #66 of 205French Human pairwise preferences in the stated text vote pool Arena 1,456 #53 of 164German Human pairwise preferences in the stated text vote pool Arena 1,439 #48 of 167instruction following Human pairwise preferences in the stated text vote pool Arena 1,404 #84 of 205Japanese Human pairwise preferences in the stated text vote pool Arena 1,396 #54 of 152Korean Human pairwise preferences in the stated text vote pool Arena 1,384 #58 of 156non-English Human pairwise preferences in the stated text vote pool Arena 1,414 #69 of 205Polish Human pairwise preferences in the stated text vote pool Arena 1,440 #38 of 142Russian Human pairwise preferences in the stated text vote pool Arena 1,410 #78 of 203Spanish Human pairwise preferences in the stated text vote pool Arena 1,437 #60 of 168overall · October 15, 2026 Human pairwise preferences in the stated text vote pool Arena 1,428 #66 of 188creative writing · October 15, 2026 Human pairwise preferences in the stated text vote pool Arena 1,386 #73 of 187overall · October 22, 2026 Human pairwise preferences in the stated text vote pool Arena 1,428 #69 of 198
EQ-Bench Longform Creative Writing1.11 Longform Creative Writing 1.11: Models plan, revise and write a story across eight turns, graded with a writing rubric EQ-Bench 48.3% #69 of 96
EQ-Bench Creative Writingv3 Creative Writing v3 · Elo: Judge-rated creative writing under the v3 prompt set and pairwise ranking EQ-Bench 1,413 #61 of 94
Lech Mazur Short-Story Judges compare stories written to ten required elements; the comparison score can be negative Lech -1.8 #34 of 45
Health & law 2
MLCR-AA Models synthesize long medical records; the headline credits concise answers judged both accurate and complete AA 1.1% #98 of 103
Vals LegalBench Legal reasoning and legal-language understanding on LegalBench Vals 79.1% #68 of 89
Documents 2
AA-LCR (long context)1.1 Questions that need reading and connecting facts across very long documents (around 100K tokens) AA 36% #212 of 317
GDP.pdfAA all-pass Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes 1.2% #116 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 38% #99 of 140
LiveCodeBenchAA archived AA evaluates solutions to newly collected competitive-programming problems AA 46.5% #95 of 153
GPQA Diamond Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 68% #197 of 315
τ²-benchAA Tests service agents that use tools while coordinating with a simulated user AA 24.6% #176 of 245
No benchmark matches