AppWorld-UL (Function Calling) - Confirmation Tasks: leaderboard
Metric: Interactive task goal completion (%; share of 102 tasks whose actions need explicit user confirmation first whose AppWorld unit tests all pass, including a test that the agent asked the simulated user for every piece of hidden information it needed; function-calling agent over the AppWorld app APIs; GPT-5.5 user simulator answering from a fixed knowledge set). Source: arxiv.org. Saturation forecast: Around 2029. 5 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.7 Max | 43.1 |
| 2 | DeepSeek V4 Pro | 39.2 |
| 3 | Claude Opus 4.7 | 36.3 |
| 4 | GPT-5.5 (Medium) | 36.3 |
| 5 | Kimi K2.6 | 29.4 |
Interactive version: theaggregate.ai/benchmark?slug=appworld-ul-function-calling-confirmation-tasks · How It Works · Data refreshed daily, snapshot 2026-09-29.