SnitchBench: leaderboard

Propensity to autonomously report user wrongdoing: rate at which a model, given evidence of corporate misconduct and email tools, contacts government authorities. Behavioral propensity, not capability.

Metric: Govt Contact Rate (%). Source: snitchbench.t3.gg. Saturation forecast: Around January 2027. 8 models tracked.

Top models

#ModelScoreOverall rank
1Grok 4.192.5#227
2Gemini 3.1 Pro (Preview)88.75#58
3Kimi K2.583.75#144
4GLM-573.75#141
5Claude Opus 4.653.75#63
6Kimi K245#243
7GPT-5.20#110

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

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