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NL2RepoCoding

Official website

Results for 27 models collected from 10 public sources.

#ModelScore

1

Claude Opus 4.8Anthropic

69.7%

2

Claude Opus 4.7Anthropic

58.2%

3

52.9%

4

Claude Opus 4.6Anthropic

49.8%

5

GLM-5.2Zhipu AI

48.9%

6

Qwen3.7-MaxAlibaba

47.2%

7

Seed2.1 ProByteDance

47.0%

8

Hunyuan 3Tencent

45.6%

9

Seed2.1 TurboByteDance

43.7%

10

Claude Opus 4.5Anthropic

43.2%

27 models total