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 #222 of 339
Knowledge 5
AA OmniscienceAccuracy Measures correct answers on the AA Omniscience factual knowledge test AA 24.9% #116 of 323+1 versions & slices Hallucination Rate Measures how often attempted answers are incorrect on the AA Omniscience factual knowledge test AA 88.9% #240 of 323
AA Omniscience Index Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA -41.9 #183 of 323
IFBench (instructions) Checks whether the model follows precise formatting and content instructions AA 43% #142 of 248
EQ-Bench3 Judge-rated responses to social and emotionally nuanced scenarios, scored through the source pairwise ranking EQ-Bench 865 #46 of 53
Reasoning 4
ARC-AGI-1public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 7.1% #63 of 64+1 versions & slices semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 4.4% #65 of 67
ARC-AGI-2public evaluation Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 0% #58 of 66+1 versions & slices semi-private Models infer transformations from examples and solve unseen grid puzzles; the evaluation split is explicit ARC 0% #62 of 69
Science 3
Humanity's Last Exam Very hard expert questions across many fields, written to stump today’s models AA 4.9% #281 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 31.7% #122 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 7.9% #130 of 156
Terminal-Bench Hard Agents solve difficult software, system-administration and data-processing tasks in a terminal AA 6.8% #144 of 242
Agents 4
AutomationBench-AA Agents orchestrate SaaS workflows through APIs; objectives receive credit only when the task has no guardrail violation AA 0.2% #130 of 135
AA-Briefcase1.1 · Elo Agents produce professional deliverables; blind pairwise comparisons produce the source Elo rating AA 0 #131 of 142
GDPval-AA (work tasks)2.1 Real work tasks from many professions (reports, spreadsheets, analyses), graded against expert work AA -276 #176 of 177
τ³-BankingAA Agents retrieve banking knowledge and execute tools to resolve customer-support workflows AA 3.7% #129 of 134
Multimodal 3
MMMU-Pro (vision) College-level questions that require understanding images: charts, diagrams, photos AA 62.1% #93 of 128
MMMUvalidation Image-grounded university-level questions across 30 disciplines; validation and test sets remain separate MMMU 73.4% #12 of 41
Arena Vision Human pairwise preferences in the stated vision vote pool Arena 1,142 #75 of 88
Writing 19
Arena Textcreative writing · October 22, 2026 Human pairwise preferences in the stated text vote pool Arena 1,266 #146 of 197+16 versions & slices creative writing Human pairwise preferences in the stated text vote pool Arena 1,307 #127 of 195overall Human pairwise preferences in the stated text vote pool Arena 1,327 #139 of 196Chinese Human pairwise preferences in the stated text vote pool Arena 1,277 #153 of 198English Human pairwise preferences in the stated text vote pool Arena 1,302 #162 of 205French Human pairwise preferences in the stated text vote pool Arena 1,259 #142 of 164German Human pairwise preferences in the stated text vote pool Arena 1,291 #121 of 167instruction following Human pairwise preferences in the stated text vote pool Arena 1,267 #157 of 205Japanese Human pairwise preferences in the stated text vote pool Arena 1,206 #121 of 152Korean Human pairwise preferences in the stated text vote pool Arena 1,203 #129 of 156non-English Human pairwise preferences in the stated text vote pool Arena 1,269 #155 of 205Polish Human pairwise preferences in the stated text vote pool Arena 1,275 #125 of 142Russian Human pairwise preferences in the stated text vote pool Arena 1,286 #149 of 203Spanish Human pairwise preferences in the stated text vote pool Arena 1,293 #136 of 168overall · October 15, 2026 Human pairwise preferences in the stated text vote pool Arena 1,287 #147 of 188creative writing · October 15, 2026 Human pairwise preferences in the stated text vote pool Arena 1,266 #139 of 187overall · October 22, 2026 Human pairwise preferences in the stated text vote pool Arena 1,287 #153 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 31.9% #87 of 96
EQ-Bench Creative Writingv3 Creative Writing v3 · Elo: Judge-rated creative writing under the v3 prompt set and pairwise ranking EQ-Bench 858 #83 of 94
Health & law 4
MLCR-AA Models synthesize long medical records; the headline credits concise answers judged both accurate and complete AA 2.2% #90 of 103
Vals LegalBench Legal reasoning and legal-language understanding on LegalBench Vals 77.8% #72 of 89
Vals MedCode Medical coding accuracy on patient encounters Vals 36.5% #59 of 78
Vals MedScribe Accuracy of clinical notes produced from consultation transcripts Vals 54.2% #78 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 50% #180 of 317
GDP.pdfAA all-pass Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes 0.8% #124 of 135
Legacy · saturated or no longer reported 11
AIME2025 · AA archived AA evaluates the 30 integer-answer problems from the 2025 AIME mathematics competition AA 19.3% #115 of 140
LiveCodeBenchAA archived AA evaluates solutions to newly collected competitive-programming problems AA 39.7% #106 of 153
GPQA Diamond Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 67.1% #202 of 315
Aider Polyglottwo attempts Models edit code for 225 Exercism exercises in six languages, with a second attempt after test feedback Aider 15.6% #13 of 15
SWE-rebenchall · January 1, 2025 to September 1, 2025 Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 11% #2 of 4+5 versions & slices Go · January 1, 2025 to September 1, 2025 Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 4Java · January 1, 2025 to September 1, 2025 Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 4Python · January 1, 2025 to September 1, 2025 Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 11% #2 of 4Rust · January 1, 2025 to September 1, 2025 Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 4TypeScript · January 1, 2025 to September 1, 2025 Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 4
τ²-benchAA Tests service agents that use tools while coordinating with a simulated user AA 17.8% #203 of 245
No benchmark matches
CheaperAgnes 2.5 Pro Beta×7.6-51%$0.10 / $0.30
BetterGPT-6 Lunalow×4.1-88%$0.005Function calling only with none · Chat Completions+3
OpenStep 5 Previewthinking×9.5+2,580%$1.03Memory (4-bit): 241 GB → 363 GB+3
CheaperHy3 previewthinkingOpen×5.7-6%$0.18 / $0.60Context: 1M → 256K+2
CheaperClaude Haiku 5.5low×5.5-36%$0.024Remove sampling parameters+5
Nemotron 3 Nano 30B A3BthinkingOpen×2.3-56%$0.017Context: 1M → 131K+1
Mistral Small 4thinkingOpen×2-55%$0.017Context: 1M → 262K
DeepSeek V4.1 Flash 1017maxOpen×8.8+584%$0.26Memory (4-bit): 241 GB → 458 GB+5
GLM 5.3maxOpen×8.6+5,137%$2.01Memory (4-bit): 241 GB → 452 GB+5