Open Source
Berkeley Function-Calling Leaderboard
Explore The Berkeley Function Calling Leaderboard (also called The Berkeley Tool Calling Leaderboard) to see the LLM
Our verdict
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From the listing
About Berkeley Function-Calling Leaderboard
The Berkeley Function-Calling Leaderboard (also called the Berkeley Tool Calling Leaderboard) is a community-driven benchmark that evaluates and ranks large language models based on their ability to correctly invoke functions and use tools. It provides a standardized set of API-calling tasks to compare model performance across diverse real-world scenarios.
Best for
Developers and researchers evaluating LLMs for tool-use and function-calling applications
Use cases
- Comparing LLMs for function-calling accuracy in tool-use applications
- Selecting a model that best handles structured API calls and multi-step tool usage
- Benchmarking custom models against state-of-the-art results on function-calling tasks
Pros
- Open and transparent benchmark with community-contributed data
- Covers a wide range of function categories and realistic API patterns
- Regularly updated with new models and tasks
Cons
- Leaderboard performance may not fully translate to every production environment
- Models can be fine-tuned to overfit specific benchmark tasks
- Limited to function-calling evaluation; does not assess other model capabilities
Key facts
What we have checked
Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.
Alternatives
Alternatives to Berkeley Function-Calling Leaderboard
| Record | Type | How we know | Checked |
|---|---|---|---|
| lm-evaluation-harnessThis is an alternative to it | Open source | Named in the listing | Not dated |
| OpenAI EvalsThis is an alternative to it | Open source | Named in the listing | Not dated |
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Sources
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Changelog
What changed
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