Customer service and tool use / Benchmark leaderboard
Berkeley Function Calling Leaderboard (BFCL)
Function selection, argument generation, multi-turn tool use and current agentic tracks.
No published company result yet.
This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.
Arrange an evaluation for your company →What this benchmark measures
Metrics
Category-specific function-call correctness.
Execution requirements
Tool-call model adapter or instrumented agent interface.
Scope and limitations
Separate model-only calling quality from a complete product agent. Report BFCL version and categories, not an unspecified aggregate.
Evaluation availability
Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.
Sources and company fit
- Original benchmark ↗Established
- Harbor · gorilla/bfcl ↗3641 source tasks · Public · Public detail metadata + family research
Companies whose products may fit
Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.
Compatibility notes for each company
Alibaba Qwen: Capability-aligned; adapter/access to qualify
Anthropic: Capability-aligned; adapter/access to qualify
Cohere: Direct component API + selected system adapters
Composio: Composite system
DeepSeek: Capability-aligned; adapter/access to qualify
Glean: Capability-aligned; adapter/access to qualify
Google DeepMind: Capability-aligned; adapter/access to qualify
Meta: Capability-aligned; adapter/access to qualify
MiniMax: Capability-aligned; adapter/access to qualify
Mistral: Capability-aligned; adapter/access to qualify
OpenAI: Capability-aligned; adapter/access to qualify
Salesforce: Product-specific adapter / qualified access
Z.ai: Capability-aligned; adapter/access to qualify
Zapier: Capability-aligned; adapter/access to qualify
n8n: Capability-aligned; adapter/access to qualify
xAI: Capability-aligned; adapter/access to qualify