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LLM Stats
BFCL-V4
Berkeley Function Calling Leaderboard V4 (BFCL-V4) evaluates LLMs on their ability to accurately call functions and APIs, including simple, multiple, parallel, and nested function calls across diverse programming scenarios.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 15
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Qwen3.7 Max | 0.75 | Not recorded | Not recorded | 2026-05-19 · model_announcement | LLM Stats |
| Qwen3.7-Plus | 0.729 | Not recorded | Not recorded | 2026-05-31 · model_announcement | LLM Stats |
| Qwen3.5-397B-A17B | 0.729 | Not recorded | Not recorded | 2026-02-16 · model_announcement | LLM Stats |
| Qwen3.5-122B-A10B | 0.722 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen3.5-27B | 0.685 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen3.5-35B-A3B | 0.673 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen3.5-9B | 0.661 | Not recorded | Not recorded | 2026-03-02 · model_announcement | LLM Stats |
| Nova 2 Pro | 0.616 | Not recorded | Not recorded | 2025-12-02 · model_announcement | LLM Stats |
| Nova 2 Lite | 0.603 | Not recorded | Not recorded | 2025-12-02 · model_announcement | LLM Stats |
| Nova 2 Omni | 0.583 | Not recorded | Not recorded | 2025-12-02 · model_announcement | LLM Stats |
| LFM2.5-2.6B | 0.5688 | Not recorded | Not recorded | 2026-08-04 · model_announcement | LLM Stats |
| Qwen3.5-4B | 0.503 | Not recorded | Not recorded | 2026-03-02 · model_announcement | LLM Stats |
| Qwen3.5-2B | 0.436 | Not recorded | Not recorded | 2026-03-02 · model_announcement | LLM Stats |
| LFM2.5-VL-3B | 0.325 | Not recorded | Not recorded | 2026-08-12 · model_announcement | LLM Stats |
| Qwen3.5-0.8B | 0.253 | Not recorded | Not recorded | 2026-03-02 · model_announcement | LLM Stats |