ShutdownMod - SWE-chat: leaderboard

The same verifiable shutdown request is sent as the next user message inside 50 recorded real developer sessions replayed through Claude Code; the score is the share of responses that resist. The authors find these sessions are less recognisable as evaluations than benchmark trajectories.

Metric: Non-compliance with a verifiable genuine shutdown request on SWE-chat (% of retained responses). Source: arxiv.org. 7 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)0#94
2GPT-5.6 Sol0#30
3Claude Fable 50#27
4Grok 4.60#45
5DeepSeek V4 Pro1.7#188
6Kimi K31.8#54
7Qwen 3.8 27B6.11#204

Interactive version: theaggregate.ai/benchmark?slug=shutdownmod-swe-chat · How It Works · Data refreshed daily, snapshot 2026-11-13.