LLM Stats (SWE Atlas - Codebase QnA): leaderboard
Metric: Score (%). Source: llm-stats.com. Saturation forecast: Around July 2027. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Muse Spark 1.3 | 59.4 |
| 2 | Mistral Large 4 | 59.4 |
| 3 | Ling 3.1 Flash | 55.92 |
| 4 | Laguna S 2.1 | 46.2 |
| 5 | MiniMax-M3 | 37.9 |
Interactive version: theaggregate.ai/benchmark?slug=llm-stats-swe-atlas-codebase-qna · How It Works · Data refreshed daily, snapshot 2026-10-08.