Why it matters
Arena is dominant preference benchmark. Understanding shapes model choice.
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The architecture
User prompts + 2 models blind.
User picks winner.
Elo rating updates.
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How it works end to end
chat.lmsys.org.
Blind pairwise.
Category-specific arenas (coding, hard prompts).
Style bias critique addressed with Style Control.