ModelsAgree

Head-to-head

Deepnote vs Hex

Hex leads: the AI models rank it above its rival on 1 of the 1 leaderboard they share. Based on how ChatGPT, Claude, Gemini & Grok rank both across the leaderboard they share — re-polled weekly, reasoning shown verbatim.

Deepnote0 wins
Hex1 win

Why the models rank Deepnote — on best collaborative data notebook for analytics teams

Excellent real-time multiplayer notebooks, strong Jupyter compatibility, first-class SQL and Python, simple data connections, comments, apps, scheduling, and an Apache-2.0 open-source option; nearly ties Hex and wins when notebook familiarity or deployment control matters most

Why the models rank Hex — on best collaborative data notebook for analytics teams

Best overall blend of collaborative SQL, Python, R, no-code analysis, reactive execution, warehouse and semantic-layer integration, versioning, and polished data-app publishing; the near-tie with Deepnote breaks toward Hex for analytics-team workflow breadth

More head-to-heads

Rankings move. Know when this flips.

The 3 biggest AI-ranking flips, one short email a week.

Ranks from the merged 4-model leaderboards · re-polled weekly · methodology