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 26.1 #75 of 337
Knowledge 6
AA OmniscienceAccuracy AA Omniscience · Accuracy: Measures correct answers on the AA Omniscience factual knowledge test AA 23.7% #124 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 29.9% #34 of 321
AA Omniscience Index AA Omniscience Index: Scores factual knowledge while penalizing incorrect answers to encourage admitting uncertainty AA 0.9 #65 of 321
IFBench (instructions) IFBench (instructions): Checks whether the model follows precise formatting and content instructions AA 76.3% #14 of 248
EQ-Bench3 EQ-Bench 3: Judge-rated responses to social and emotionally nuanced scenarios, scored through the source pairwise ranking EQ-Bench 1,567 #10 of 50
SimpleQA Verifiedv1 SimpleQA Verified v1: Accuracy on short factual questions with verified answers, answered without web access 34% #51 of 83
Reasoning 1
Chess Puzzles Chess Puzzles: Models choose the best next move from a novel chess position Epoch 20% #54 of 68
Math 18
MathArenaAIME 2026 MathArena · AIME 2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 95.8% #12 of 24+14 versions & slices HMMT February 2026 MathArena · HMMT February 2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 89.4% #13 of 24Apex MathArena · apex · Apex: Answer accuracy on the named mathematics competition under the recorded effort MathArena 11.5% #17 of 34Apex Shortlist MathArena · apex · Apex Shortlist: Answer accuracy on the named mathematics competition under the recorded effort MathArena 71.8% #12 of 30ArXivMath · April 2026 MathArena · arxiv · 04/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 36.3% #15 of 17ArXivMath · February 2026 MathArena · arxiv · 02/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 39.1% #13 of 20ArXivMath · January 2026 MathArena · arxiv · 01/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 65.2% #8 of 18ArXivMath · March 2026 MathArena · arxiv · 03/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 49.2% #11 of 14ArXivMath · May 2026 MathArena · arxiv · 05/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 52.5% #16 of 19BrokenArXiv · April 2026 MathArena · arxiv_false · 04/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 8.2% #14 of 15BrokenArXiv · February 2026 MathArena · arxiv_false · 02/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 9.3% #12 of 15BrokenArXiv · March 2026 MathArena · arxiv_false · 03/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 6.5% #11 of 13BrokenArXiv · May 2026 MathArena · arxiv_false · 05/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 10% #16 of 18ArXivLean · March 2026 MathArena · arxivlean · 03/2026: Answer accuracy on the named mathematics competition under the recorded effort MathArena 2.4% #5 of 5Project Euler MathArena · euler · Project Euler: Answer accuracy on the named mathematics competition under the recorded effort MathArena 67.2% #5 of 11
FrontierMath FrontierMath: Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 33.4% #11 of 40
FrontierMath Tier4 FrontierMath Tier 4: Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 12.5% #10 of 33
FrontierMath Tiers 1–3 (v2) FrontierMath Tiers 1–3 (v2): Models solve expert-written advanced mathematics problems on the named tier and edition Epoch 36.8% #52 of 69
Science 3
Humanity's Last Exam Humanity's Last Exam: Very hard expert questions across many fields, written to stump today’s models AA 30.1% #80 of 337
CritPt (physics) CritPt (physics): Research-level physics problems that need many careful reasoning steps AA 4.6% #81 of 324
SciCode SciCode: Writing code for real scientific computing problems (physics, biology, math) AA 44.8% #75 of 140
Coding 8
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 2% #49 of 132+1 versions & slices 2.1 Terminal-Bench 2.1 · source setting 2: Older, easier version of Terminal-Bench; Still widely reported AA 61.8% #50 of 156
DeepSWE1.1 DeepSWE 1.1: Agents change repository code to resolve software engineering tasks under the stated DeepSWE edition 18.9% #34 of 44+1 versions & slices 1 DeepSWE 1: Agents change repository code to resolve software engineering tasks under the stated DeepSWE edition Datacurve 17.5% #13 of 20
ITBench SRE ITBench SRE: IT incident tasks: diagnose and fix broken systems like a site-reliability engineer AA 40.3% #17 of 37
WebDev Arena WebDev Arena: Human pairwise preferences in the stated webdev vote pool Arena 1,508 #45 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 1,508 #45 of 97
Terminal-Bench Hard Terminal-Bench Hard (version unstated): Agents solve difficult software, system-administration and data-processing tasks in a terminal AA 43.2% #25 of 242
Agents 4
AutomationBench-AA AutomationBench-AA: Agents orchestrate SaaS workflows through APIs; objectives receive credit only when the task has no guardrail violation AA 20.3% #60 of 133
AA-Briefcase1.1 · Elo AA-Briefcase 1.1 · Elo: Agents produce professional deliverables; blind pairwise comparisons produce the source Elo rating AA 965 #58 of 140
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 30.8 #62 of 175
τ³-BankingAA τ³-Banking · AA: Agents retrieve banking knowledge and execute tools to resolve customer-support workflows AA 13.6% #75 of 134
Writing 18
Arena Textcreative writing Arena Text · creative writing: Human pairwise preferences in the stated text vote pool Arena 1,447 #29 of 195+14 versions & slices overall Arena Text · overall: Human pairwise preferences in the stated text vote pool Arena 1,465 #36 of 196Chinese Arena Text · chinese: Human pairwise preferences in the stated text vote pool Arena 1,514 #26 of 181English Arena Text · english: Human pairwise preferences in the stated text vote pool Arena 1,475 #23 of 188French Arena Text · french: Human pairwise preferences in the stated text vote pool Arena 1,472 #30 of 149German Arena Text · german: Human pairwise preferences in the stated text vote pool Arena 1,467 #24 of 154instruction following Arena Text · instruction following: Human pairwise preferences in the stated text vote pool Arena 1,452 #35 of 188Japanese Arena Text · japanese: Human pairwise preferences in the stated text vote pool Arena 1,436 #25 of 138Korean Arena Text · korean: Human pairwise preferences in the stated text vote pool Arena 1,422 #29 of 144non-English Arena Text · non english: Human pairwise preferences in the stated text vote pool Arena 1,448 #31 of 188Polish Arena Text · polish: Human pairwise preferences in the stated text vote pool Arena 1,447 #30 of 133Russian Arena Text · russian: Human pairwise preferences in the stated text vote pool Arena 1,454 #32 of 186Spanish Arena Text · spanish: Human pairwise preferences in the stated text vote pool Arena 1,469 #21 of 155overall · full cohort Arena Text · overall · snapshot 2026-10-15 · native board settings: Human pairwise preferences in the stated text vote pool Arena 1,462 #28 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 1,454 #23 of 187
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 73.5% #30 of 95
EQ-Bench Creative Writingv3 Creative Writing v3 · Elo: Judge-rated creative writing under the v3 prompt set and pairwise ranking EQ-Bench 1,592 #43 of 91
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 -1 #30 of 44
Health & law 4
Vals LegalBench Vals LegalBench: Legal reasoning and legal-language understanding on LegalBench Vals 84.4% #29 of 89
Vals MedCode Vals MedCode: Medical coding accuracy on patient encounters Vals 41.6% #44 of 78
Vals MedScribe Vals MedScribe: Accuracy of clinical notes produced from consultation transcripts Vals 72.3% #66 of 80
Vals Legal Research Bench Vals Legal Research Bench: Grounded legal research; a task passes only if all criteria pass Vals 27.9% #44 of 69
Documents 2
GDP.pdfAA all-pass GDP.pdf · AA all-pass: Models reason over professional PDF documents; an attempt passes only when every atomic criterion passes 8.4% #66 of 133
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 73.7% #97 of 275
Legacy · saturated or no longer reported 17
GPQA Diamond GPQA Diamond: Graduate-level biology, chemistry and physics questions that can’t be solved by a quick web search 86.8% #61 of 315+1 versions & slices Epoch GPQA Diamond · source setting 2: Models answer graduate-level science multiple-choice questions Epoch 89.9% #34 of 133
OTIS Mock AIME 20242025 OTIS Mock AIME 2024 2025: Models solve the stated OTIS mock AIME mathematics problems Epoch 93.3% #38 of 130
SWE-bench VerifiedEpoch Swe Bench Verified: Agents modify real repositories to resolve the stated Verified issues Epoch 74.2% #13 of 24
SWE-rebenchall · 2026-02-01 to 2026-03-01 SWE-rebench · all · 2026-02-01 to 2026-03-01: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 62.7% #1 of 5+11 versions & slices all · 2026-03-01 to 2026-05-15 SWE-rebench · all · 2026-03-01 to 2026-05-15: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 50.7% #3 of 5Go · 2026-02-01 to 2026-03-01 SWE-rebench · go · 2026-02-01 to 2026-03-01: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 5Go · 2026-03-01 to 2026-05-15 SWE-rebench · go · 2026-03-01 to 2026-05-15: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 5Java · 2026-02-01 to 2026-03-01 SWE-rebench · java · 2026-02-01 to 2026-03-01: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 5Java · 2026-03-01 to 2026-05-15 SWE-rebench · java · 2026-03-01 to 2026-05-15: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 5Python · 2026-02-01 to 2026-03-01 SWE-rebench · python · 2026-02-01 to 2026-03-01: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 62.7% #1 of 5Python · 2026-03-01 to 2026-05-15 SWE-rebench · python · 2026-03-01 to 2026-05-15: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 50.7% #3 of 5Rust · 2026-02-01 to 2026-03-01 SWE-rebench · rust · 2026-02-01 to 2026-03-01: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 5Rust · 2026-03-01 to 2026-05-15 SWE-rebench · rust · 2026-03-01 to 2026-05-15: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 5TypeScript · 2026-02-01 to 2026-03-01 SWE-rebench · typescript · 2026-02-01 to 2026-03-01: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 5TypeScript · 2026-03-01 to 2026-05-15 SWE-rebench · typescript · 2026-03-01 to 2026-05-15: Repository issue resolution over the exact fresh pull-request window, under the source agent version Nebius 0% #1 of 5
τ²-benchAA τ²-Bench: Tests service agents that use tools while coordinating with a simulated user AA 97.7% #9 of 245
No benchmark matches
CheaperGemini 3.8 Flashhigh×2.9-30%*$1.24Sampling parameters are ignored+1
BetterClaude Haiku 5.5low+20%-91%$0.024Remove sampling parameters+5
OpenDeepSeek V4 Pro 0813max×2.3-8%$0.67Memory (4-bit): 452 GB → 990 GB+5
CheaperGPT-5.4 Nano (2026-03-17)xhigh×2.3-78%$0.20 / $1.25