ClickUp agents top ChatGPT, Claude evaluations

This is a strong sales proof for ClickUp’s agent platform, but a weak universal ranking of “best AI.” In practice, it shows that the product owning the workspace can beat standalone chatbots when the task is structured work execution.

• –ClickUp’s advantage comes from native access to tasks, docs, dependencies, and baselines, not from a better base model
• –ChatGPT and Copilot can close the gap, but only with more integration work and ongoing maintenance
• –The benchmark is self-run, so the numbers are useful as a product signal but not a neutral third-party eval
• –Super Agents look like the real platform bet; Certified Agents are the polished layer on top
• –For teams, the takeaway is clear: the winning agent is often the one closest to the system of record