LongCat 2.5 Release - DeepSWE - v1.1: leaderboard

LongCat-2.5 final release detailed native result table, November 2026. External:true cells are explicitly cited other-evaluator results and excluded from this component; self-run numeric cells retained. No Preview/final or release-generation aliases. Detailed table used instead of inconsistent rounded headline charts. DeepSWE v 1.1: mini-swe-agent at temperature = 1.0, top_p = 0.95 and max_seq_length = 1M; results are averaged over three independent runs. Metric: Score (%).

Metric: Score (%). Source: longcat.ai. Saturation forecast: Around 2029. 2 models tracked.

Top models

#ModelScoreOverall rank
1LongCat 2.09.7#220

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

Interactive version: theaggregate.ai/benchmark?slug=longcat-2-5-release-deepswe-v1-1 · How It Works · Data refreshed daily, snapshot 2026-11-05.