SynthAPI Paper - BFCL v3 MultiTurn: leaderboard

SynthAPI tests whether models can use unfamiliar APIs and complete tasks with tools, including AppWorld, ASTRA and function calling. Episode success (%).

Metric: Episode success (%). Source: arxiv.org. Saturation forecast: Around January 2027. 14 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.5 27B54.4#186
2Qwen 3.5 9B39.3#387
3Qwen 3.5 4B27.3#496

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=synthapi-paper-bfcl-v3-multiturn · How It Works · Data refreshed daily, snapshot 2026-10-29.