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The Aggregate

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LLM Stats (NL2Repo) — leaderboard

Metric: Score (%). Source: llm-stats.com. 12 models tracked.

Top models

#ModelScore
1GLM-5.248.9
2Qwen 3.7 Max47.2
3Seed 2.1 Pro47
4Hy345.6
5GLM-5.142.7
6MiniMax-M342.13
7Qwen 3.7 Plus41.1
8MiniMax-M2.739.8
9Qwen 3.6 Plus37.9
10Qwen 3.6 27B36.2
11Qwen 3.6 35B A3B29.4

Interactive version: theaggregate.ai/benchmark?slug=llm-stats-nl2repo · How the rankings work · Data refreshed daily, snapshot 2026-07-22.

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.