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Benchmark report cards

Every axis the console can rank on, with the facts behind it: who runs it, whether the test set is exposed, when it last moved, how many models it covers, whether it publishes intervals, and which other axes it duplicates. No score about the benchmark — the ledger is the verdict.

Overall

  • Overall

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    416
    Newest result
    4 days ago
    Intervals
    on every row

Ability

  • Coding

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    411
    Newest result
    4 days ago
    Intervals
    on every row
  • Instruction following

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    416
    Newest result
    4 days ago
    Intervals
    on every row
  • Creative writing

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    414
    Newest result
    4 days ago
    Intervals
    on every row
  • Hard prompts

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    416
    Newest result
    4 days ago
    Intervals
    on every row
  • Math

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    400
    Newest result
    4 days ago
    Intervals
    on every row
  • Multi-turn

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    414
    Newest result
    4 days ago
    Intervals
    on every row
  • Expert

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    366
    Newest result
    4 days ago
    Intervals
    on every row

Industry

  • Software & IT

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    416
    Newest result
    4 days ago
    Intervals
    on every row
  • Business & finance

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    409
    Newest result
    4 days ago
    Intervals
    on every row
  • Writing & language

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    415
    Newest result
    4 days ago
    Intervals
    on every row
  • Entertainment & media

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    414
    Newest result
    4 days ago
    Intervals
    on every row

Language

  • English

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    416
    Newest result
    4 days ago
    Intervals
    on every row
  • Chinese

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    392
    Newest result
    4 days ago
    Intervals
    on every row
  • Spanish

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    301
    Newest result
    4 days ago
    Intervals
    on every row
  • French

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    297
    Newest result
    4 days ago
    Intervals
    on every row
  • German

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    314
    Newest result
    4 days ago
    Intervals
    on every row
  • Japanese

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    280
    Newest result
    4 days ago
    Intervals
    on every row
  • Korean

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    284
    Newest result
    4 days ago
    Intervals
    on every row
  • Russian

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    380
    Newest result
    4 days ago
    Intervals
    on every row

Arena boards

  • WebDev Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    284
    Newest result
    3 days ago
    Intervals
    on every row
  • Vision Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    165
    Newest result
    Oct 9, 2026
    Intervals
    on every row
  • Factuality Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    185
    Newest result
    4 days ago
    Intervals
    on every row
  • Search Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    42
    Newest result
    6 days ago
    Intervals
    on every row
  • Document Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    44
    Newest result
    Sep 13, 2026
    Intervals
    on every row
  • Text-to-Image Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    82
    Newest result
    Oct 7, 2026
    Intervals
    on every row
  • Image Edit Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    59
    Newest result
    Oct 6, 2026
    Intervals
    on every row
  • Text-to-Video Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    48
    Newest result
    Sep 22, 2026
    Intervals
    on every row

Measured benchmarks

  • GPQA Diamond

    Epoch AI

    Run by
    an independent organisation
    Test set
    public
    Models
    324
    Newest result
    3 days ago
    Intervals
    on every row
  • AIME (math)

    Epoch AI

    Run by
    an independent organisation
    Test set
    public
    Models
    304
    Newest result
    3 days ago
    Intervals
    95.7% of rows
  • FrontierMath

    Epoch AI

    Run by
    an independent organisation
    Test set
    held out
    Models
    101
    Newest result
    Jun 8, 2026
    Intervals
    98% of rows
  • ARC-AGI-2

    ARC Prize

    Run by
    an independent organisation
    Test set
    part public, part held out
    Models
    267
    Newest result
    Sep 29, 2026
    Intervals
    none published
  • Humanity's Last Exam

    Scale AI / CAIS

    Run by
    an independent organisation
    Test set
    part public, part held out
    Models
    56
    Newest result
    Oct 7, 2026
    Intervals
    on every row
  • SimpleBench

    SimpleBench

    Run by
    an independent organisation
    Test set
    held out
    Models
    102
    Newest result
    Aug 12, 2026
    Intervals
    none published
  • SimpleQA Verified

    Epoch AI

    Run by
    an independent organisation
    Test set
    public
    Models
    91
    Newest result
    3 days ago
    Intervals
    on every row
  • MMLU-Pro (TIGER-Lab)

    TIGER-Lab (University of Waterloo)

    Run by
    a university group
    Test set
    public
    Models
    260
    Newest result
    not published
    Intervals
    none published
  • LiveBench

    LiveBench

    Run by
    a university group
    Test set
    live / refreshed
    Models
    339
    Newest result
    Sep 27, 2026
    Intervals
    none published
  • MMLU-Pro (Artificial Analysis)

    Artificial Analysis

    Run by
    an independent organisation
    Test set
    public
    Models
    352
    Newest result
    2 days ago
    Intervals
    none published
  • LiveCodeBench (Artificial Analysis)

    Artificial Analysis

    Run by
    an independent organisation
    Test set
    live / refreshed
    Models
    346
    Newest result
    2 days ago
    Intervals
    none published
  • IFBench (Artificial Analysis)

    Artificial Analysis

    Run by
    an independent organisation
    Test set
    public
    Models
    455
    Newest result
    2 days ago
    Intervals
    none published
  • USACO (HAL)

    Holistic Agent Leaderboard (Princeton)

    Run by
    a university group
    Test set
    public
    Models
    9
    Newest result
    Sep 27, 2026
    Intervals
    none published
  • Output speed, tokens/s (Artificial Analysis)

    Artificial Analysis

    Run by
    an independent organisation
    Test set
    live / refreshed
    Models
    467
    Newest result
    2 days ago
    Intervals
    none published

Agentic

  • Agent Arena

    arena.ai (LMArena)

    Run by
    public votes
    Test set
    live / refreshed
    Models
    80
    Newest result
    3 days ago
    Intervals
    on every row
  • SWE-bench Verified

    Epoch AI

    Run by
    an independent organisation
    Test set
    public
    Models
    35
    Newest result
    Jun 25, 2026
    Intervals
    on every row
  • Terminal-Bench

    Terminal-Bench (Laude Institute)

    Run by
    an independent organisation
    Test set
    public
    Models
    202
    Newest result
    May 14, 2026
    Intervals
    95.5% of rows
  • SWE-bench Verified (live board)

    SWE-bench Verified leaderboard

    Run by
    a university group
    Test set
    public
    Models
    85
    Newest result
    Sep 1, 2026
    Intervals
    none published
  • Terminal-Bench 4.0

    Terminal-Bench 4.0 (Harbor / Laude Institute)

    Run by
    an independent organisation
    Test set
    public
    Models
    23
    Newest result
    Sep 29, 2026
    Intervals
    on every row
  • BFCL v4 (function calling)

    Berkeley Function Calling Leaderboard (Gorilla, UC Berkeley)

    Run by
    a university group
    Test set
    part public, part held out
    Models
    109
    Newest result
    Apr 3, 2026dormant
    Intervals
    none published
  • τ²-bench Retail

    τ²-bench via the Exgentic Open Agent Leaderboard

    Run by
    a model vendor
    Test set
    public
    Models
    3
    Newest result
    Mar 23, 2026dormant
    Intervals
    none published
  • τ²-bench Airline

    τ²-bench via the Exgentic Open Agent Leaderboard

    Run by
    a model vendor
    Test set
    public
    Models
    3
    Newest result
    Mar 23, 2026dormant
    Intervals
    none published
  • τ²-bench Telecom

    τ²-bench via the Exgentic Open Agent Leaderboard

    Run by
    a model vendor
    Test set
    public
    Models
    3
    Newest result
    Mar 23, 2026dormant
    Intervals
    none published
  • GAIA (HAL)

    Holistic Agent Leaderboard (Princeton)

    Run by
    a university group
    Test set
    part public, part held out
    Models
    12
    Newest result
    Sep 27, 2026
    Intervals
    none published

Safety & factuality