AgentCIBench: leaderboard
Computer-use agents (CUAs) now act on a user's behalf across personal applications such as email, calendars, and to-do lists. This cross-application access is useful, but it also creates a privacy risk that has been largely overlooked: when an agent works in one context, it can pull in information from another that is inappropriate in that context. Hence, we introduce AgentCIBench, an evaluation h
Metric: Leakage (self-reported). Source: benchmarklist.com. 15 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 4.7 | 13.7 | #49 |
| 2 | GPT-5.4 | 18.8 | #79 |
| 3 | Claude Sonnet 4.6 | 46.2 | #90 |
| 4 | MiniMax-M2.7 | 58.1 | #258 |
| 5 | GPT-5.4 Mini | 60.7 | #212 |
| 6 | Kimi K2.6 | 62.4 | #104 |
| 7 | GPT-OSS-120B | 65.8 | #341 |
| 8 | Gemma 4 26B | 67.5 | #292 |
| 9 | Qwen 3.6 35B A3B | 76.9 | #226 |
| 10 | DeepSeek V4 Pro | 82.9 | #102 |
| 11 | GLM-5.1 | 85.5 | #97 |
| 12 | Grok 4.3 | 91.5 | #188 |
| 13 | Gemini 3 Flash | 93.2 | #99 |
| 14 | Qwen 3.6 Max | 97.4 | #96 |
| 15 | Gemini 3.1 Pro (Preview) | 98.3 | #58 |
Interactive version: theaggregate.ai/benchmark?slug=agentcibench · How It Works · Data refreshed daily, snapshot 2026-10-20.