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 14.2 #153 of 337
Knowledge 4
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 24.7% #116 of 321+1 versions & slices Hallucination Rate AA Omniscience · Hallucination Rate: Measures how often attempted answers are incorrect on the AA Omniscience factual knowledge test AA 81.6% #175 of 321
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -36.8 #166 of 321
IFBench (instructions) IFBench (instructions): Checks whether the model follows precise formatting and content instructions AA 68.8% #56 of 248
Math 1
AA Analyst Agent AA Analyst Agent: Data-analyst tasks: the model explores data with tools and reports findings AA 12.5% #37 of 43
Science 3
Humanity's Last Exam Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models AA 13.8% #152 of 337
CritPt (physics) CritPt (physics): Research-level physics problems that need many careful reasoning steps AA 0% #180 of 324
SciCode SciCode: Writing code for real scientific computing problems (physics, biology, math) AA 40.2% #94 of 140
Coding 5
Terminal-Bench4.0 Terminal-Bench 4.0 · source setting 2: Agents use a terminal to complete executable coding, system administration and research tasks in the 4.0 suite 0% #75 of 132+1 versions & slices 2.1 Terminal-Bench 2.1 · source setting 2: Older, easier version of Terminal-Bench; Still widely reported AA 50.6% #70 of 156
WebDev Arena WebDev Arena: Human pairwise preferences in the stated webdev vote pool Arena 1,264 #88 of 97+1 versions & slices full cohort WebDev Arena · snapshot 2026-10-19 · native board settings: Human pairwise preferences in the stated webdev vote pool Arena 1,264 #88 of 97
Terminal-Bench Hard Terminal-Bench Hard (version unstated): Agents solve difficult software, system-administration and data-processing tasks in a terminal AA 33.3% #51 of 242
Agents 5
AutomationBench-AA AutomationBench-AA: Agents orchestrate SaaS workflows through APIs; objectives receive credit only when the task has no guardrail violation AA 6.3% #80 of 133
AA-Briefcase1.1 · Elo AA-Briefcase 1.1 · Elo: Agents produce professional deliverables; blind pairwise comparisons produce the source Elo rating AA 523 #93 of 140
EnterpriseOps-Gym-AA EnterpriseOps-Gym-AA: Agents complete stateful enterprise workflows in eight domains; final database state determines success AA 33.7% #30 of 43
GDPval-AA (work tasks)2.1 GDPval-AA (work tasks) 2.1: Real work tasks from many professions (reports, spreadsheets, analyses), graded against expert work AA 13 #104 of 175
τ³-BankingAA τ³-Banking · AA: Agents retrieve banking knowledge and execute tools to resolve customer-support workflows AA 15.1% #70 of 134
Multimodal 2
MMMU-Pro (vision) MMMU-Pro (vision): College-level questions that require understanding images: charts, diagrams, photos AA 64.9% #82 of 127
Arena Vision Arena Vision · overall: Human pairwise preferences in the stated vision vote pool Arena 1,222 #57 of 88
Writing 15
Arena Textcreative writing Arena Text · creative writing: Human pairwise preferences in the stated text vote pool Arena 1,400 #69 of 195+13 versions & slices overall Arena Text · overall: Human pairwise preferences in the stated text vote pool Arena 1,426 #77 of 196Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,444 #86 of 181English Arena Text · english: Human pairwise preferences in the stated text vote pool Arena 1,433 #70 of 188French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,449 #58 of 149German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,453 #34 of 154instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,415 #67 of 188Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,384 #55 of 144non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,405 #75 of 188Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,430 #48 of 133Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,395 #85 of 186Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,411 #76 of 155overall · full cohort Arena Text · overall · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,421 #72 of 188creative writing · full cohort Arena Text · creative writing · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,374 #81 of 187
Lech Mazur Short-Story Lech Mazur Short-Story · comparison score: Judges compare stories written to ten required elements; the comparison score can be negative Lech -2.6 #38 of 44
Health & law 4
MLCR-AA MLCR-AA: Models synthesize long medical records; the headline credits concise answers judged both accurate and complete AA 1.7% #57 of 64
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 33.8% #63 of 78
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 67.7% #72 of 80
Vals Legal Research Bench Vals Legal Research Bench: Grounded legal research; a task passes only if all criteria pass Vals 9.1% #62 of 69
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 69.3% #129 of 275
GDP.pdfAA all-pass GDP.pdf · AA all-pass: Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes 2.8% #102 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 74.8% #156 of 315
τ²-benchAA τ²-Bench: Tests service agents that use tools while coordinating with a simulated user AA 94.2% #23 of 245
No benchmark matches