New Benchmark Report

The Agent That Scored 96/100!


One task, six AI tools. The ask? Build a project plan that's ready to run. ClickUp's Certified Agent went up against ChatGPT, Copilot, Notion, and monday.com.

The winning agent:

🏆 is 35 points clear of the next-best AI platform

🏆 can auto-wire dependencies, owners, and baselines

🏆 goes from brief to ready-to-run plan in a single pass

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Jay Hack, Head of Intelligence at ClickUp

"When agents can see your tools, your history, and your real workflows inside a unified data model, they suddenly start doing things that feel impossible in a chat-only world."

What's inside

A Look Under the Hood

Six platforms, one rubric, full transparency—including where you should scrutinize our numbers for your own environment.

The Head-to-Head Scores

How ChatGPT, Copilot, Notion, and monday.com landed across all six execution criteria—and why the spread is so wide.

The Methodology

Details of the rubric we used, the process we followed, and our LLM-plus-human approach. Reuse it yourself.

The Hidden AI Tax

Where "good narratives, thin plans" cost teams real money in integration work and ongoing human cleanup.
ClickUp

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Invest in agents that reliably run the work. The benchmark shows you exactly which ones do.
Download the 2026 report
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