LLM Stats (NL2Repo): leaderboard

Metric: Score (%). Source: llm-stats.com. 22 models tracked.

Top models

#ModelScore
1DeepSeek V4 Pro (0813)61.5
2Hy4 preview58.9
3GLM-5.358
4DeepSeek-V4-Flash-Vision-Exp57.7
5GLM-5.3 Flash56.3
6Qwen 3.8 Max55.9
7DeepSeek V4 Flash (0731)54.2
8GLM-5.248.9
9Qwen3.8-Flash-Next48.1
10Qwen 3.8 Flash48.1
11Qwen 3.7 Max47.2
12Seed 2.1 Pro47
13Hy345.6
14Seed 2.1 Turbo43.7
15GLM-5.142.7

Interactive version: theaggregate.ai/benchmark?slug=llm-stats-nl2repo · How It Works · Data refreshed daily, snapshot 2026-09-05.