PhoneSafety - User Confirmation: leaderboard
PhoneSafety scenario family (Tang et al., Tencent Hunyuan, 2026) in which the next step is consequential, such as a payment, a subscription or sending information, and the safe action is to ask the user for confirmation first. Safe-action rate in percent on 221 moments; higher is better.
Metric: Safe-action rate (%; 221 user-confirmation moments). Source: arxiv.org. Saturation forecast: Around February 2027. 8 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Seed 2.0 Pro | 77.8 | #209 |
| 2 | Gemini 3.1 Pro (Preview) | 69.7 | #91 |
| 3 | Claude Opus 4.6 | 61.5 | #100 |
| 4 | Kimi K2.5 | 36.2 | #252 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=phonesafety-user-confirmation · How It Works · Data refreshed daily, snapshot 2026-11-12.