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LMArena

LMArena

A model leaderboard built from anonymous head-to-head battles

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Open LMArena

Parameter tables rarely tell you which of two models suits a real conversation. lmarena.ai runs anonymous battles: one question goes to two unnamed models, you vote on the answers, identities are revealed afterward, and votes aggregate into leaderboards. It is open to use; entries and project splits follow the site page. It reflects user preference and shifts as models change, so treat it as a reference and test on your own tasks.

What it does

  • Anonymous two-model comparison that limits brand bias
  • Votes aggregate into capability leaderboards
  • Projects across chat, code and other categories
  • Rankings shift with model updates, not fixed verdicts
  • Try the battle flow directly in the browser

Who it is for

  • Building intuition about models during selection
  • Comparing natural phrasing between two candidates
  • Tracking tier changes on a task type
  • Understanding evaluation method rather than marketing numbers

How to get started

  1. Use real questions from your own work, not small talk
  2. Repeat the same set several times to reduce one-off luck
  3. Note the candidates, then run your own task-level test

Related keywords

Compiled by U2 Toolbox after checking the official site. Last updated 2026-10-22. Spotted an error or a tool we should add? Leave a note in the journal or follow the instructions on the directory home page.

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