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LMArena

A site where people compare two anonymous answers and vote, producing an Elo rating for each model.

how it is measured · the vocabulary

Chatbot Arenaarena

The closest thing to a measure of what people actually prefer, and correspondingly easy to game with style: models that write longer, friendlier answers score above their weight. Read it beside a graded benchmark, never instead of one.

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ARC-AGIBenchmarkBenchmark contaminationEloEval setGPQAHumanEvalLLM as judge