Coding10 of 37 boards
4 more coding boards
Not measured on SWE-bench Lite, SWE-bench (full test set), SWE-bench Multilingual, AA Coding Index, Code migration (Vals AI), ProgramBench (Vals AI), IOI (Vals AI), Terminal-Bench 2.1 (Vals AI), SWE-bench Multimodal (Vals AI), Vibe Code Bench 1-100 (Vals AI), SkillsBench (Vals AI), CyberBench (Vals AI), LiveCodeBench (Artificial Analysis run), SciCode, Terminal-Bench Hard (Artificial Analysis run), Terminal-Bench, DeepSWE, FrontierSWE, MirrorCode, ALE-Bench, LMArena WebDev: React, LMArena WebDev: HTML, LMArena WebDev: from an image, SWE-Bench Pro V2, SWE Atlas: Codebase QnA, SWE Atlas: Refactoring, SWE Atlas: Test Writing
Intelligence1 of 2 boards
Not measured on AA Intelligence Index
Agentic work5 of 42 boards
Not measured on AA Agentic Index, Design Arena: agents building web apps, Design Arena: agents building full-stack apps, Design Arena: agents building mobile apps, Design Arena: agents building Android apps, Design Arena: agents building Godot games, Design Arena: agents building games, Design Arena: HTML slides, Design Arena: PowerPoint slides, Design Arena: spreadsheets, LiveBench research, LiveBench browser, LiveBench long agentic, SREBench (Vals AI), Finance Agent (Vals AI), Tax Agent Bench (Vals AI), Legal Research Bench (Vals AI), Harvey's Legal Agent Benchmark (Vals AI), Excel Modeling Benchmark (Vals AI), BioMysteryBench (Vals AI), Terminal-Bench-Science (Vals AI), Vals Science Index, Time Horizon Index (Vals AI), CUA-bench (Vals AI), Robo-bench (Vals AI), τ²-Bench Telecom, APEX-Agents, Remote Labor Index, GDPval, OSWorld 2.0, BALROG, PostTrainBench, SpireClimb, Vending-Bench 2, LMArena Search, Berkeley Function Calling Leaderboard (BFCL), MCP Atlas
Reasoning12 of 23 boards
6 more reasoning boards
Not measured on LiveBench reasoning, MysteryMechanism (Vals AI), GPQA Diamond (Artificial Analysis run), Humanity's Last Exam (Artificial Analysis run), Humanity's Last Exam, Chess puzzles, Mystery game puzzles, EBR-bench, BIG-Bench Hard, Kagi LLM Benchmark, Humanity's Last Exam (Scale run)
Math7 of 14 boards
1 more math boards
Not measured on AA Math Index, AIME 2025 (Artificial Analysis run), FrontierMath, tiers 1 to 3, FrontierMath, tier 4, ProofBench, GSM8K, MathArena
Knowledge13 of 20 boards
7 more knowledge boards
Not measured on CaseLaw (Vals AI), MMLU Pro (Artificial Analysis run), SimpleQA Verified, MMLU, AI2 Reasoning Challenge, PRBench Finance, PRBench Legal
Web design7 of 9 boards
1 more web design boards
Not measured on Design Arena: ASCII art, LiveBench design
General26 of 48 boards
20 more general boards
Not measured on Vals Index, LiveBench data analysis, Public Benefits Bench (Vals AI), Vals Multimodal Index, IFBench, Long context reasoning (AA-LCR), CL-bench, Surface Evolver Bench, Furniture assembly, ExploitBench, HellaSwag, WinoGrande, PIQA, CL-bench Life, LMArena Vision: Chinese, LMArena Vision: humor, LMArena Vision: captioning, LMArena Vision: recognizing things, LMArena Vision: creative writing, LMArena Document, MultiChallenge, EQ-Bench 4
Image generation0 of 5 boards
Not measured on Design Arena: images, Design Arena: graphic design, Design Arena: logos, LMArena Text to Image, LMArena Image Edit
Public boards shown as published (Vals AI, Artificial Analysis, Design Arena) and kept out of the coding index. Each links to its source on the benchmark page.