RANK.AI DATA / Latest
BFCL Tool-Use Configurations
Exact model-plus-inference configurations ranked by the official UC Berkeley BFCL v4 overall accuracy.
- Coverage
- 109 entities
- Confidence
- 100%
- Freshness
- current
LEADERBOARD
Metric: BFCL overall accuracyCurrent rankings
| Rank | Entity | Signal | BFCL overall accuracy | Confidence | N | 7D | Trend | Explain |
|---|---|---|---|---|---|---|---|---|
| 01 | Claude-Opus-4-5-20251101 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 77.47% | 100% | 11 | Why this rank | ||
| 02 | Claude-Sonnet-4-5-20250929 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 73.24% | 100% | 11 | Why this rank | ||
| 03 | Gemini-3-Pro-Preview (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 72.51% | 100% | 13 | Why this rank | ||
| 04 | GLM-4.6 (FC thinking)model | Official UC Berkeley BFCL v4 leaderboard. | 72.38% | 100% | 11 | Why this rank | ||
| 05 | Grok-4-1-fast-reasoning (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 69.57% | 100% | 11 | Why this rank | ||
| 06 | Claude-Haiku-4-5-20251001 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 68.70% | 100% | 11 | Why this rank | ||
| 07 | Gemini-3-Pro-Preview (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 68.14% | 100% | 11 | Why this rank | ||
| 08 | o3-2025-04-16 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 63.05% | 100% | 13 | Why this rank | ||
| 09 | Grok-4-0709 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 62.97% | 100% | 13 | Why this rank | ||
| 10 | Grok-4-0709 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 61.38% | 100% | 11 | Why this rank | ||
| 11 | Moonshotai-Kimi-K2-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 59.06% | 100% | 11 | Why this rank | ||
| 12 | Grok-4-1-fast-non-reasoning (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 58.29% | 100% | 11 | Why this rank | ||
| 13 | Command A Reasoning (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 57.06% | 100% | 11 | Why this rank | ||
| 14 | DeepSeek-V3.2-Exp (Prompt + Thinking)model | Official UC Berkeley BFCL v4 leaderboard. | 56.73% | 100% | 13 | Why this rank | ||
| 15 | Gemini-2.5-Flash (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 56.24% | 100% | 11 | Why this rank | ||
| 16 | GPT-5.2-2025-12-11 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 55.87% | 100% | 11 | Why this rank | ||
| 17 | GPT-5-mini-2025-08-07 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 55.46% | 100% | 11 | Why this rank | ||
| 18 | xLAM-2-32b-fc-r (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 54.66% | 100% | 11 | Why this rank | ||
| 19 | DeepSeek-V3.2-Exp (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 54.12% | 100% | 11 | Why this rank | ||
| 20 | GPT-4.1-2025-04-14 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 53.96% | 100% | 11 | Why this rank | ||
| 21 | o4-mini-2025-04-16 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 53.24% | 100% | 11 | Why this rank | ||
| 22 | xLAM-2-70b-fc-r (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 53.07% | 100% | 11 | Why this rank | ||
| 23 | Qwen3-235B-A22B-Instruct-2507 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 52.15% | 100% | 13 | Why this rank | ||
| 24 | GPT-5-nano-2025-08-07 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 51.45% | 100% | 11 | Why this rank | ||
| 25 | Nanbeige4-3B-Thinking-2511 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 51.40% | 100% | 11 | Why this rank | ||
| 26 | Gemini-2.5-Flash (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 50.90% | 100% | 13 | Why this rank | ||
| 27 | GPT-4.1-mini-2025-04-14 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 50.45% | 100% | 11 | Why this rank | ||
| 28 | o4-mini-2025-04-16 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 50.26% | 100% | 13 | Why this rank | ||
| 29 | Qwen3-32B (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 48.71% | 100% | 11 | Why this rank | ||
| 30 | o3-2025-04-16 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 48.56% | 100% | 11 | Why this rank | ||
| 31 | Qwen3-235B-A22B-Instruct-2507 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 47.99% | 100% | 11 | Why this rank | ||
| 32 | Nanbeige3.5-Pro-Thinking (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 47.68% | 100% | 11 | Why this rank | ||
| 33 | Qwen3-32B (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 46.78% | 100% | 13 | Why this rank | ||
| 34 | xLAM-2-8b-fc-r (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 46.68% | 100% | 11 | Why this rank | ||
| 35 | Command A (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 46.49% | 100% | 11 | Why this rank | ||
| 36 | BitAgent-Bounty-8Bmodel | Official UC Berkeley BFCL v4 leaderboard. | 46.23% | 100% | 11 | Why this rank | ||
| 37 | Arch-Agent-32Bmodel | Official UC Berkeley BFCL v4 leaderboard. | 45.37% | 100% | 11 | Why this rank | ||
| 38 | GPT-5.2-2025-12-11 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 45.27% | 100% | 13 | Why this rank | ||
| 39 | Qwen3-8B (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 42.57% | 100% | 11 | Why this rank | ||
| 40 | ToolACE-2-8B (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 42.44% | 100% | 13 | Why this rank | ||
| 41 | Qwen3-30B-A3B-Instruct-2507 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 41.39% | 100% | 11 | Why this rank | ||
| 42 | xLAM-2-3b-fc-r (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 41.22% | 100% | 11 | Why this rank | ||
| 43 | Qwen3-14B (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 41.03% | 100% | 11 | Why this rank | ||
| 44 | Qwen3-8B (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 40.43% | 100% | 13 | Why this rank | ||
| 45 | GPT-4.1-2025-04-14 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 39.38% | 100% | 13 | Why this rank | ||
| 46 | mistral-large-2411 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 38.37% | 100% | 11 | Why this rank | ||
| 47 | Qwen3-14B (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 37.77% | 100% | 13 | Why this rank | ||
| 48 | Mistral-Medium-2505model | Official UC Berkeley BFCL v4 leaderboard. | 37.69% | 100% | 13 | Why this rank | ||
| 49 | Mistral-Medium-2505 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 37.56% | 100% | 11 | Why this rank | ||
| 50 | Llama-4-Maverick-17B-128E-Instruct-FP8 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 37.29% | 100% | 11 | Why this rank | ||
| 51 | Mistral-small-2506 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 37.15% | 100% | 11 | Why this rank | ||
| 52 | Gemini-2.5-Flash-Lite (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 36.87% | 100% | 11 | Why this rank | ||
| 53 | Qwen3-30B-A3B-Instruct-2507 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 36.70% | 100% | 13 | Why this rank | ||
| 54 | Qwen3-4B-Instruct-2507 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 35.68% | 100% | 11 | Why this rank | ||
| 55 | Qwen3-4B-Instruct-2507 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 35.52% | 100% | 13 | Why this rank | ||
| 56 | Arch-Agent-3Bmodel | Official UC Berkeley BFCL v4 leaderboard. | 35.36% | 100% | 11 | Why this rank | ||
| 57 | Claude-Opus-4-5-20251101 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 33.47% | 100% | 13 | Why this rank | ||
| 58 | GPT-4.1-nano-2025-04-14 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 33.05% | 100% | 11 | Why this rank | ||
| 59 | Mistral-Small-2506 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 32.38% | 100% | 13 | Why this rank | ||
| 60 | Arch-Agent-1.5Bmodel | Official UC Berkeley BFCL v4 leaderboard. | 32.14% | 100% | 11 | Why this rank | ||
| 61 | Command R7B (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 32.07% | 100% | 11 | Why this rank | ||
| 62 | Llama-3.3-70B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 31.90% | 100% | 11 | Why this rank | ||
| 63 | mistral-large-2411 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 31.84% | 100% | 13 | Why this rank | ||
| 64 | Hammer2.1-7b (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 31.67% | 100% | 11 | Why this rank | ||
| 65 | xLAM-2-1b-fc-r (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 30.44% | 100% | 11 | Why this rank | ||
| 66 | Gemma-3-12b-it (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 30.43% | 100% | 13 | Why this rank | ||
| 67 | GPT-4.1-mini-2025-04-14 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 29.73% | 100% | 13 | Why this rank | ||
| 68 | Hammer2.1-3b (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 29.71% | 100% | 11 | Why this rank | ||
| 69 | Gemma-3-27b-it (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 29.47% | 100% | 13 | Why this rank | ||
| 70 | Phi-4 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 28.79% | 100% | 13 | Why this rank | ||
| 71 | Qwen3-1.7B (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 28.41% | 100% | 11 | Why this rank | ||
| 72 | Llama-4-Scout-17B-16E-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 28.13% | 100% | 11 | Why this rank | ||
| 73 | Gemini-2.5-Flash-Lite (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 28.03% | 100% | 13 | Why this rank | ||
| 74 | CoALM-70Bmodel | Official UC Berkeley BFCL v4 leaderboard. | 27.99% | 100% | 13 | Why this rank | ||
| 75 | Hammer2.1-1.5b (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 27.88% | 100% | 11 | Why this rank | ||
| 76 | palmyra-x-004 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 27.87% | 100% | 11 | Why this rank | ||
| 77 | GPT-5-mini-2025-08-07 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 27.83% | 100% | 13 | Why this rank | ||
| 78 | Open-Mistral-Nemo-2407 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 27.63% | 100% | 11 | Why this rank | ||
| 79 | GPT-5-nano-2025-08-07 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 27.55% | 100% | 13 | Why this rank | ||
| 80 | Amazon-Nova-2-Lite-v1:0 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 27.10% | 100% | 11 | Why this rank | ||
| 81 | Granite-3.1-8B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 27.10% | 100% | 11 | Why this rank | ||
| 82 | Falcon3-10B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 27.01% | 100% | 11 | Why this rank | ||
| 83 | Granite-3.2-8B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 26.87% | 100% | 11 | Why this rank | ||
| 84 | CoALM-8Bmodel | Official UC Berkeley BFCL v4 leaderboard. | 26.81% | 100% | 13 | Why this rank | ||
| 85 | Llama-3.1-8B-Instruct (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 25.83% | 100% | 13 | Why this rank | ||
| 86 | MiniCPM3-4B-FC (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 25.55% | 100% | 11 | Why this rank | ||
| 87 | Claude-Haiku-4-5-20251001 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 25.26% | 100% | 13 | Why this rank | ||
| 88 | Amazon-Nova-Pro-v1:0 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 24.97% | 100% | 11 | Why this rank | ||
| 89 | Claude-Sonnet-4-5-20250929 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 24.90% | 100% | 13 | Why this rank | ||
| 90 | GPT-4.1-nano-2025-04-14 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 24.88% | 100% | 13 | Why this rank | ||
| 91 | Falcon3-7B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 24.03% | 100% | 11 | Why this rank | ||
| 92 | Qwen3-0.6B (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 23.93% | 100% | 11 | Why this rank | ||
| 93 | Granite-20b-FunctionCalling (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 23.23% | 100% | 11 | Why this rank | ||
| 94 | Qwen3-0.6B (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 22.38% | 100% | 13 | Why this rank | ||
| 95 | Amazon-Nova-Micro-v1:0 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 22.29% | 100% | 11 | Why this rank | ||
| 96 | RZN-T (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 22.25% | 100% | 13 | Why this rank | ||
| 97 | MiniCPM3-4B (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 22.08% | 100% | 13 | Why this rank | ||
| 98 | Llama-3.2-3B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 21.95% | 100% | 11 | Why this rank | ||
| 99 | Bielik-11B-v2.3-Instruct (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 21.90% | 100% | 13 | Why this rank | ||
| 100 | Hammer2.1-0.5b (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 21.22% | 100% | 11 | Why this rank | ||
| 101 | Gemma-3-4b-it (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 19.62% | 100% | 13 | Why this rank | ||
| 102 | Open-Mistral-Nemo-2407 (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 19.31% | 100% | 13 | Why this rank | ||
| 103 | Granite-4.0-350m (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 18.98% | 100% | 11 | Why this rank | ||
| 104 | Falcon3-3B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 16.25% | 100% | 11 | Why this rank | ||
| 105 | Ministral-8B-Instruct-2410 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 11.10% | 100% | 13 | Why this rank | ||
| 106 | Falcon3-1B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 11.08% | 100% | 11 | Why this rank | ||
| 107 | Llama-3.2-1B-Instruct (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 10.82% | 100% | 11 | Why this rank | ||
| 108 | Llama-3.1-Nemotron-Ultra-253B-v1 (FC)model | Official UC Berkeley BFCL v4 leaderboard. | 10.00% | 100% | 11 | Why this rank | ||
| 109 | Gemma-3-1b-it (Prompt)model | Official UC Berkeley BFCL v4 leaderboard. | 7.17% | 100% | 13 | Why this rank |
HISTORICAL SERIES
BFCL Tool-Use Configurations leader
Historical data is not available for this snapshot yet.