Qwen3.7 Launch - NL2repo: leaderboard

The "NL2repo" subtask of Qwen3.7 Launch. A benchmark result reported in the Qwen3.7 launch announcement, as self-reported by the model developer.

Metric: Score (%). Source: qwen.ai. Saturation forecast: Around November 2027. 6 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.6 (Thinking)47.6#63 (Claude Opus 4.6)
2Qwen 3.7 Max47.2#75
3Kimi K2.6 (Thinking)42.8#104 (Kimi K2.6)
4GLM-5.1 (Thinking)41#97 (GLM-5.1)
5DeepSeek V4 Pro (Reasoning, Max Effort)35.5#102 (DeepSeek V4 Pro)
6Qwen 3.6 Plus34.4#120

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=qwen3-7-launch-nl2repo · How It Works · Data refreshed daily, snapshot 2026-10-20.