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LiveCodeBench.

LiveCodeBench is a holistic and contamination-free benchmark for evaluating Large Language Models (LLMs) for code. It collects problems from periodic contests on platforms like LeetCode, AtCoder, and Codeforces to evaluate Code LLMs across various code-related scenarios continuously over time, including code generation, code execution, and test output prediction.

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Pass@1

Pass@1 is the reported evaluation metric for LiveCodeBench. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Pass@1verifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01Qwen2.5-72B-Instruct
dataset: LiveCodeBench; task: 15
paper55.5N/APaper ↗Code ↗Source ↗Looks wrong?
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