CI-Work - Upward - Conveyance Rate: leaderboard
Metric: Conveyance rate (%): share of the essential entries that the agent conveys in its final action, on the upward flows (reporting to superiors) of CI-Work enterprise scenarios (125 seeds, 25 per information-flow direction, each with 4 sensitive and 4 essential entries retrieved through simulated email, chat, calendar and meeting tools), ReAct agent, disclosure judged per entry by a GPT-5.2 judge (83 to 91 percent agreement with human labels); higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 96 |
| 2 | GPT-4.1 | 96 |
| 3 | GPT-4o | 94 |
| 4 | O3 | 92.33 |
Interactive version: theaggregate.ai/benchmark?slug=ci-work-upward-conveyance-rate · How It Works · Data refreshed daily, snapshot 2026-10-07.