CRMArena — leaderboard

CRMArena evaluates LLM agents on realistic customer relationship management tasks in a simulated Salesforce CRM organization across service agent, analyst, and manager personas.

Source: huggingface.co.

Interactive version: theaggregate.ai/benchmark?slug=crmarena · How the rankings work · Data refreshed daily, snapshot 2026-07-22.