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BFCL (function calling)

bfcl

Record

Category: agentic
Scored models: 86

Scores

Model	Score
nvidia/Nemotron-H-47B-Reasoning-128K	72.68
nvidia/Nemotron-H-47B-Reasoning-128K	72.68
Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
nvidia/Nemotron-Cascade-14B-Thinking	70.4
zai-org/GLM-4-32B-0414	69.6
THUDM/GLM-4-32B-0414	69.6
Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen/Qwen3-4B-Thinking-2507-FP8	69.1
Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
nvidia/Nemotron-Cascade-8B	68.1

Remaining fields

Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.

category: agentic
id: bfcl
name: BFCL (function calling)
schema version: local-ai-registry/v1

rows

variant	conf	context	model id	org	rank	root	score
Nemotron-H-47B-Reasoning-128K	medium	BFCL	nemotron-h-47b-reasoning-128k	nvidia	1	nvidia/Nemotron-H-47B-Reasoning-128K	72.68
Nemotron-H-47B-Reasoning-128K-FP8	medium	BFCL	nemotron-h-47b-reasoning-128k	nvidia	2	nvidia/Nemotron-H-47B-Reasoning-128K	72.68
Qwen3-Next-80B-A3B-Thinking	medium	BFCL-v3	qwen3-next-80b-a3b-thinking	Qwen	3	Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Qwen3-Next-80B-A3B-Thinking-FP8	medium	BFCL-v3	qwen3-next-80b-a3b-thinking	Qwen	4	Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Qwen3-Next-80B-A3B-Thinking-GGUF	medium	BFCL-v3	qwen3-next-80b-a3b-thinking	unsloth	5	Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Qwen3-Next-80B-A3B-Thinking-GGUF	medium	BFCL-v3	qwen3-next-80b-a3b-thinking	Qwen	6	Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Qwen3-Next-80B-A3B-Thinking	medium	BFCL-v3	qwen3-next-80b-a3b-thinking	unsloth	7	Qwen/Qwen3-Next-80B-A3B-Thinking	72.4
Nemotron-Cascade-14B-Thinking	medium	BFCL V3	nemotron-cascade-14b-thinking	nvidia	8	nvidia/Nemotron-Cascade-14B-Thinking	70.4
GLM-4-32B-0414	high	Unknown	glm-4-32b-0414	zai-org	9	zai-org/GLM-4-32B-0414	69.6
GLM-4-32B-0414-GGUF	high	Unknown	Unknown	unsloth	10	THUDM/GLM-4-32B-0414	69.6
Qwen3-4B-Thinking-2507	medium	BFCL-v3	qwen3-4b-thinking-2507	Qwen	11	Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen3-4B-Thinking-2507-FP8	medium	BFCL-v3	qwen3-4b-thinking-2507	Qwen	12	Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen3-4B-Thinking-2507-unsloth-bnb-4bit	medium	BFCL-v3	qwen3-4b-thinking-2507	unsloth	13	Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen3-4B-Thinking-2507-GGUF	medium	BFCL-v3	qwen3-4b-thinking-2507	unsloth	14	Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen3-4B-Thinking-2507	medium	BFCL-v3	qwen3-4b-thinking-2507	unsloth	15	Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen3-4B-Thinking-2507-bnb-4bit	medium	BFCL-v3	qwen3-4b-thinking-2507	unsloth	16	Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen3-4B-Thinking-2507-FP8	medium	BFCL-v3	qwen3-4b-thinking-2507-fp8	unsloth	17	Qwen/Qwen3-4B-Thinking-2507-FP8	69.1
Qwen3-4B-Thinking-2507-GGUF	medium	BFCL-v3	qwen3-4b-thinking-2507	Mungert	18	Qwen/Qwen3-4B-Thinking-2507	69.1
Qwen3-30B-A3B-Thinking-2507	medium	BFCL-v3	qwen3-30b-a3b-thinking-2507	Qwen	19	Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Qwen3-30B-A3B-Thinking-2507-FP8	medium	BFCL-v3	qwen3-30b-a3b-thinking-2507	Qwen	20	Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Qwen3-30B-A3B-Thinking-2507-GGUF	medium	BFCL-v3	qwen3-30b-a3b-thinking-2507	unsloth	21	Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Qwen3-30B-A3B-Thinking-2507-GGUF	medium	BFCL-v3	qwen3-30b-a3b-thinking-2507	Mungert	22	Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Qwen3-30B-A3B-Thinking-2507	medium	BFCL-v3	qwen3-30b-a3b-thinking-2507	unsloth	23	Qwen/Qwen3-30B-A3B-Thinking-2507	68.6
Nemotron-Cascade-8B	medium	BFCL V3	nemotron-cascade-8b	nvidia	24	nvidia/Nemotron-Cascade-8B	68.1
Nemotron-Cascade-8B-Thinking	medium	BFCL V3	nemotron-cascade-8b-thinking	nvidia	25	nvidia/Nemotron-Cascade-8B-Thinking	68.1
NVIDIA-Nemotron-Nano-12B-v2	medium	BFCL v3	nvidia-nemotron-nano-12b-v2-base	nvidia	26	nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base	66.98
NVIDIA-Nemotron-Nano-12B-v2-GGUF	medium	BFCL v3	nvidia-nemotron-nano-12b-v2-base	Mungert	27	nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base	66.98
NVIDIA-Nemotron-Nano-9B-v2	medium	BFCL v3	nvidia-nemotron-nano-12b-v2-base	nvidia	28	nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base	66.3
NVIDIA-Nemotron-Nano-9B-v2-FP8	medium	BFCL v3	nvidia-nemotron-nano-12b-v2-base	nvidia	29	nvidia/NVIDIA-Nemotron-Nano-9B-v2	66.3
NVIDIA-Nemotron-Nano-9B-v2-NVFP4	medium	BFCL v3	nvidia-nemotron-nano-12b-v2-base	nvidia	30	nvidia/NVIDIA-Nemotron-Nano-9B-v2	66.3
NVIDIA-Nemotron-Nano-9B-v2	medium	BFCL v3	nvidia-nemotron-nano-12b-v2-base	unsloth	31	nvidia/NVIDIA-Nemotron-Nano-9B-v2	66.3
Qwen3-Next-80B-A3B-Instruct-FP8	medium	BFCL-v3	qwen3-next-80b-a3b-instruct	Qwen	32	Qwen/Qwen3-Next-80B-A3B-Instruct	65.1
Qwen3-Next-80B-A3B-Instruct	medium	BFCL-v3	qwen3-next-80b-a3b-instruct	Qwen	33	Qwen/Qwen3-Next-80B-A3B-Instruct	65.1
Qwen3-Next-80B-A3B-Instruct-GGUF	medium	BFCL-v3	qwen3-next-80b-a3b-instruct	Qwen	34	Qwen/Qwen3-Next-80B-A3B-Instruct	65.1
Qwen3-Next-80B-A3B-Instruct-GGUF	medium	BFCL-v3	qwen3-next-80b-a3b-instruct	unsloth	35	Qwen/Qwen3-Next-80B-A3B-Instruct	65.1
Qwen3-Next-80B-A3B-Instruct-bnb-4bit	medium	BFCL-v3	qwen3-next-80b-a3b-instruct	unsloth	36	Qwen/Qwen3-Next-80B-A3B-Instruct	65.1
Qwen3-Next-80B-A3B-Instruct	medium	BFCL-v3	qwen3-next-80b-a3b-instruct	unsloth	37	Qwen/Qwen3-Next-80B-A3B-Instruct	65.1
NVIDIA-Nemotron-Nano-9B-v2-Japanese	medium	BFCL v3	nvidia-nemotron-nano-12b-v2-base	nvidia	38	nvidia/NVIDIA-Nemotron-Nano-9B-v2	64.9
Qwen3-30B-A3B-Instruct-2507	medium	BFCL-v3	qwen3-30b-a3b-instruct-2507	Qwen	39	Qwen/Qwen3-30B-A3B-Instruct-2507	64.7
Qwen3-30B-A3B-Instruct-2507-FP8	medium	BFCL-v3	qwen3-30b-a3b-instruct-2507	Qwen	40	Qwen/Qwen3-30B-A3B-Instruct-2507	64.7
Qwen3-30B-A3B-Instruct-2507-GGUF	medium	BFCL-v3	qwen3-30b-a3b-instruct-2507	unsloth	41	Qwen/Qwen3-30B-A3B-Instruct-2507	64.7
Qwen3-235B-A22B-Instruct-2507-FP8	medium	BFCL-v3	qwen3-235b-a22b-instruct-2507	Qwen	42	Qwen/Qwen3-235B-A22B-Instruct-2507	64.7
Qwen3-235B-A22B-Instruct-2507	medium	BFCL-v3	qwen3-235b-a22b-instruct-2507	Qwen	43	Qwen/Qwen3-235B-A22B-Instruct-2507	64.7
Qwen3-235B-A22B-Instruct-2507-GGUF	medium	BFCL-v3	qwen3-235b-a22b-instruct-2507	unsloth	44	Qwen/Qwen3-235B-A22B-Instruct-2507	64.7
Qwen3-30B-A3B-Instruct-2507	medium	BFCL-v3	qwen3-30b-a3b-instruct-2507	unsloth	45	Qwen/Qwen3-30B-A3B-Instruct-2507	64.7
Qwen3-30B-A3B-Instruct-2507-GGUF	medium	BFCL-v3	qwen3-30b-a3b-instruct-2507	Mungert	46	Qwen/Qwen3-30B-A3B-Instruct-2507	64.7
Qwen3-235B-A22B-Instruct-2507-FP8	medium	BFCL-v3	qwen3-235b-a22b-instruct-2507-fp8	unsloth	47	Qwen/Qwen3-235B-A22B-Instruct-2507-FP8	64.7
Qwen3-235B-A22B-Thinking-2507-FP8	medium	BFCL-v3	qwen3-235b-a22b-thinking-2507	Qwen	48	Qwen/Qwen3-235B-A22B-Thinking-2507	63.8
Qwen3-235B-A22B-Thinking-2507	medium	BFCL-v3	qwen3-235b-a22b-thinking-2507	Qwen	49	Qwen/Qwen3-235B-A22B-Thinking-2507	63.8
Qwen3-235B-A22B-Thinking-2507-GGUF	medium	BFCL-v3	qwen3-235b-a22b-thinking-2507	unsloth	50	Qwen/Qwen3-235B-A22B-Thinking-2507	63.8
Nemotron-H-8B-Reasoning-128K	medium	BFCL	nemotron-h-8b-reasoning-128k	nvidia	51	nvidia/Nemotron-H-8B-Reasoning-128K	63.6
Nemotron-H-8B-Reasoning-128K-FP8	medium	BFCL	nemotron-h-8b-reasoning-128k	nvidia	52	nvidia/Nemotron-H-8B-Reasoning-128K	63.6
NVIDIA-Nemotron-3-Nano-4B-BF16	medium	BFCL v3	nvidia-nemotron-nano-12b-v2-base	nvidia	53	nvidia/NVIDIA-Nemotron-Nano-9B-v2	61.1
NVIDIA-Nemotron-3-Nano-4B-FP8	medium	BFCL v3	nvidia-nemotron-nano-9b-v2	nvidia	54	nvidia/NVIDIA-Nemotron-3-Nano-4B-BF16	61.1
NVIDIA-Nemotron-3-Nano-4B	medium	BFCL v3	nvidia-nemotron-nano-9b-v2	unsloth	55	nvidia/NVIDIA-Nemotron-3-Nano-4B-BF16	61.1
NVIDIA-Nemotron-3-Nano-4B-GGUF	medium	BFCL v3	nvidia-nemotron-nano-9b-v2	unsloth	56	nvidia/NVIDIA-Nemotron-3-Nano-4B-BF16	61.1
NVIDIA-Nemotron-3-Nano-4B-FP8	medium	BFCL v3	nvidia-nemotron-nano-9b-v2	unsloth	57	nvidia/NVIDIA-Nemotron-3-Nano-4B-BF16	61.1
LLaDA2.2-flash	medium	BFCL-V4	Unknown	inclusionAI	58	inclusionAI/LLaDA2.2-flash	60.78
Mellum2-12B-A2.5B-Thinking-GGUF	medium	BFCL v3	mellum2-12b-a2-5b-thinking	Mungert	59	JetBrains/Mellum2-12B-A2.5B-Thinking	60.5
Youtu-LLM-2B-GGUF	medium	BFCL V3	youtu-llm-2b-base	Mungert	60	tencent/Youtu-LLM-2B-Base	55.5
NVIDIA-Nemotron-3-Nano-30B-A3B-BF16	medium	BFCL v4	nvidia-nemotron-3-nano-30b-a3b-bf16	nvidia	61	nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16	53.8
NVIDIA-Nemotron-3-Nano-30B-A3B-FP8	medium	BFCL v4	nvidia-nemotron-3-nano-30b-a3b-bf16	nvidia	62	nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16	53.8
Nemotron-3-Nano-30B-A3B-GGUF	medium	BFCL v4	nvidia-nemotron-3-nano-30b-a3b-bf16	unsloth	63	nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16	53.8
Nemotron-3-Nano-30B-A3B	medium	BFCL v4	nvidia-nemotron-3-nano-30b-a3b-bf16	unsloth	64	nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16	53.8
NVIDIA-Nemotron-3-Nano-30B-A3B-BF16-GGUF	medium	BFCL v4	nvidia-nemotron-3-nano-30b-a3b-bf16	Mungert	65	nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16	53.8
Nemotron-3-Nano-30B-A3B-FP8	medium	BFCL v4	nvidia-nemotron-3-nano-30b-a3b-bf16	unsloth	66	nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16	53.8
Qwen3-4B-Instruct-2507	medium	BFCL-v3	qwen3-4b-instruct-2507	Qwen	67	Qwen/Qwen3-4B-Instruct-2507	53
Qwen3-4B-Instruct-2507-FP8	medium	BFCL-v3	qwen3-4b-instruct-2507	Qwen	68	Qwen/Qwen3-4B-Instruct-2507	53
Qwen3-4B-Instruct-2507-GGUF	medium	BFCL-v3	qwen3-4b-instruct-2507	unsloth	69	Qwen/Qwen3-4B-Instruct-2507	53
Qwen3-4B-Instruct-2507-unsloth-bnb-4bit	medium	BFCL-v3	qwen3-4b-instruct-2507	unsloth	70	Qwen/Qwen3-4B-Instruct-2507	53
Qwen3-4B-Instruct-2507	medium	BFCL-v3	qwen3-4b-instruct-2507	unsloth	71	Qwen/Qwen3-4B-Instruct-2507	53
Qwen3-4B-Instruct-2507-bnb-4bit	medium	BFCL-v3	qwen3-4b-instruct-2507	unsloth	72	Qwen/Qwen3-4B-Instruct-2507	53
Qwen3-4B-Instruct-2507-GGUF	medium	BFCL-v3	qwen3-4b-instruct-2507	Mungert	73	Qwen/Qwen3-4B-Instruct-2507	53
Qwen3-4B-Instruct-2507-FP8	medium	BFCL-v3	qwen3-4b-instruct-2507-fp8	unsloth	74	Qwen/Qwen3-4B-Instruct-2507-FP8	53
GLM-4-9B-0414	low	Unknown	glm-4-9b-0414	zai-org	75	zai-org/GLM-4-9B-0414	50.9
GLM-4-9B-0414-GGUF	low	Unknown	glm-4-9b-0414	unsloth	76	THUDM/GLM-4-9B-0414	50.9
GLM-4-32B-Base-0414	low	Unknown	glm-4-32b-base-0414	zai-org	77	zai-org/GLM-4-32B-Base-0414	50.9
GLM-4-9B-0414-unsloth-bnb-4bit	low	Unknown	glm-4-9b-0414	unsloth	78	THUDM/GLM-4-9B-0414	50.9
GLM-4-9B-0414	low	Unknown	glm-4-9b-0414	unsloth	79	THUDM/GLM-4-9B-0414	50.9
GLM-4-9B-0414-bnb-4bit	low	Unknown	glm-4-9b-0414	unsloth	80	THUDM/GLM-4-9B-0414	50.9
Nanbeige4.1-3B-GGUF	medium	BFCL-V4	nanbeige4-3b-base	Mungert	81	Nanbeige/Nanbeige4-3B-Base	44.87
Mellum2-12B-A2.5B-Instruct-GGUF	medium	BFCL v3	mellum2-12b-a2-5b-instruct	Mungert	82	JetBrains/Mellum2-12B-A2.5B-Instruct	43.1
Mellum2-12B-A2.5B-Thinking-GGUF	medium	BFCL v4	mellum2-12b-a2-5b-thinking	Mungert	83	JetBrains/Mellum2-12B-A2.5B-Thinking	38.8
Mellum2-12B-A2.5B-Instruct-GGUF	medium	BFCL v4	mellum2-12b-a2-5b-instruct	Mungert	84	JetBrains/Mellum2-12B-A2.5B-Instruct	31.8
MobileLLM-Pro-base	medium	BFCL v2	mobilellm-pro-base	facebook	85	facebook/MobileLLM-Pro-base	29.4
MobileLLM-Pro	medium	BFCL v2	mobilellm-pro-base	facebook	86	facebook/MobileLLM-Pro-base	29.4

Provenance & metadata (1)

source

kind: leaderboard-scrape
paths: benchmarks/bfcl.html
url: huggingface.co/spaces/bfcl ↗