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 (9)

ToolACE: Winning the Points of LLM Function Calling2024 · 3 citesWorld Modelling Improves Language Model Agents2025 · 2 citesOn the Robustness of Agentic Function Calling2025 · 1 citesBrief Is Better: Non-Monotonic Chain-of-Thought Budget Effects in Function-Calling Language Agents2026Awakening the Sleeping Agent: Lean-Specific Agentic Data Reactivates General Tool Use in Goedel Prover2026Don't Just Fine-tune the Agent, Tune the Environment2025Tinyllm: Evaluation And Optimization Of Small Language Models For Agentic Tasks On Edge Devices2025xLAM: A Family of Large Action Models to Empower AI Agent Systems2024 · 5 citesAsynchronous LLM Function Calling2024 · 1 cites