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大模型代码编程能力评测排行榜

本页面提供大模型代码编程能力评测排行榜，涵盖 SWE-Bench、LiveCodeBench、HumanEval 等数据集，对 GPT、Claude、Qwen、DeepSeek 等模型进行对比。

Updated on: 2025/10/12 20:54:51

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SWE-bench VerifiedLiveCodeBenchHumanEval

More benchmark coverage

Browse the benchmark catalog by category and language

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Filters

Active
All3B and below7B13B34B65B100B and above
AllReasoning ModelsFoundation ModelsInstruction/Chat ModelsCoding Models

LLM Performance Results

Data source: DataLearnerAI
RankModelSWE-bench VerifiedLiveCodeBenchHumanEvalParams (B)License
1Phi-4-mini-instruct (3.8B)0.000.0074.4038BFree commercial
2Qwen2.5-3B0.000.0042.1030BFree commercial
3Llama-3.2-3B0.000.0028.0032BFree commercial
1
Phi-4-mini-instruct (3.8B)
38B
SWE-bench Verified0.00
LiveCodeBench0.00
HumanEval74.40
Free commercial
2
Qwen2.5-3B
30B
SWE-bench Verified0.00
LiveCodeBench0.00
HumanEval42.10
Free commercial
3
Llama-3.2-3B
32B
SWE-bench Verified0.00
LiveCodeBench0.00
HumanEval28.00
Free commercial