Multi Turn Miss Param
BFCL · 50 models
| Rank | Model | Score |
|---|---|---|
| 1 | xLAM-2-70b-fc-r (FC) | 74 |
| 2 | BitAgent-Bounty-8B | 68 |
| 3 | xLAM-2-32b-fc-r (FC) | 67.5 |
| 4 | xLAM-2-8b-fc-r (FC) | 65 |
| 5 | GLM-4.6 (FC thinking) | 63 |
| 6 | Claude-Opus-4-5-20251101 (FC) | 58 |
| 7 | xLAM-2-3b-fc-r (FC) | 57.5 |
| 8 | Gemini-3-Pro-Preview (FC) | 56.5 |
| 9 | Gemini-3-Pro-Preview (Prompt) | 54.5 |
| 9 | o3-2025-04-16 (Prompt) | 54.5 |
| 11 | Arch-Agent-32B | 53 |
| 12 | Claude-Haiku-4-5-20251001 (FC) | 52.5 |
| 12 | Claude-Sonnet-4-5-20250929 (FC) | 52.5 |
| 14 | Command A Reasoning (FC) | 49.5 |
| 15 | Nanbeige4-3B-Thinking-2511 (FC) | 45 |
| 16 | Moonshotai-Kimi-K2-Instruct (FC) | 44.5 |
| 17 | Grok-4-1-fast-reasoning (FC) | 43 |
| 18 | o4-mini-2025-04-16 (FC) | 40.5 |
| 19 | Qwen3-32B (FC) | 40 |
| 19 | Qwen3-8B (FC) | 40 |
| 21 | Grok-4-1-fast-non-reasoning (FC) | 37.5 |
| 22 | xLAM-2-1b-fc-r (FC) | 37 |
| 23 | Qwen3-32B (Prompt) | 36.5 |
| 24 | Grok-4-0709 (Prompt) | 36 |
| 25 | DeepSeek-V3.2-Exp (FC) | 33.5 |
| 25 | GPT-5.2-2025-12-11 (Prompt) | 33.5 |
| 25 | Qwen3-14B (FC) | 33.5 |
| 25 | Qwen3-235B-A22B-Instruct-2507 (FC) | 33.5 |
| 29 | GPT-4.1-2025-04-14 (FC) | 32.5 |
| 29 | GPT-5-nano-2025-08-07 (FC) | 32.5 |
| 31 | Command A (FC) | 32 |
| 31 | Gemini-2.5-Flash (FC) | 32 |
| 33 | Qwen3-235B-A22B-Instruct-2507 (Prompt) | 31.5 |
| 34 | Arch-Agent-3B | 31 |
| 34 | Qwen3-14B (Prompt) | 31 |
| 36 | GPT-4.1-mini-2025-04-14 (FC) | 30.5 |
| 36 | ToolACE-2-8B (FC) | 30.5 |
| 38 | Nanbeige3.5-Pro-Thinking (FC) | 29 |
| 39 | Grok-4-0709 (FC) | 28.5 |
| 40 | GPT-5.2-2025-12-11 (FC) | 27.5 |
| 41 | DeepSeek-V3.2-Exp (Prompt + Thinking) | 27 |
| 41 | Qwen3-8B (Prompt) | 27 |
| 43 | Qwen3-30B-A3B-Instruct-2507 (FC) | 25 |
| 44 | GPT-5-mini-2025-08-07 (FC) | 23.5 |
| 45 | Arch-Agent-1.5B | 21.5 |
| 45 | Claude-Opus-4-5-20251101 (Prompt) | 21.5 |
| 45 | Hammer2.1-7b (FC) | 21.5 |
| 48 | GPT-4.1-nano-2025-04-14 (FC) | 17.5 |
| 48 | Gemini-2.5-Flash (Prompt) | 17.5 |
| 48 | o4-mini-2025-04-16 (Prompt) | 17.5 |