Benchmark

LiveCodeBench v6

reasoning general text

LiveCodeBench is a holistic and contamination-free evaluation benchmark for large language models for code. It continuously collects new problems from programming contests (LeetCode, AtCoder, CodeForces) and evaluates four different scenarios: code generation, self-repair, code execution, and test output prediction. Problems are annotated with release dates to enable evaluation on unseen problems released after a model's training cutoff.

Top 10

榜单概览

1GLM-4.682.82Qwen3-235B-A22B-Thinkin…74.13Qwen3-Next-80B-A3B-Thin…68.74Qwen3-Next-80B-A3B-Inst…56.6
数据说明

分数为 0-100 百分制综合成绩(Elo 榜为相对评分,仅供同榜内比较)。评测分数属事实数据,整理自公开评测体系与厂商公开资料,部分分数为厂商自报口径,不同榜单的评测方法与数据集可能存在差异,请结合多个榜单交叉参考。

Ranking

模型排名

名次 模型 机构 分数 来源
1 GLM-4.6 Zhipu AI 82.8 来源
2 Qwen3-235B-A22B-Thinking-2507 Alibaba Cloud / Qwen Team 74.1 来源
3 Qwen3-Next-80B-A3B-Thinking Alibaba Cloud / Qwen Team 68.7 来源
4 Qwen3-Next-80B-A3B-Instruct Alibaba Cloud / Qwen Team 56.6 来源