Berkeley Function Calling Leaderboard

Berkeley Function Calling Leaderboard The Berkeley function calling leaderboard is a live leaderboard to evaluate the ability of different LLMs to call functions (also referred to as tools). We built this dataset from our learnings to be representative of most users' function calling use-cases, for example, in agents,

Papers using Berkeley Function Calling Leaderboard (3)

Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance2025World Modelling Improves Language Model Agents2025FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling2025