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Head-to-head

Databricks Notebooks 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.

Databricks Notebooks0 wins
Hex1 win
LeaderboardDatabricks NotebooksHex
Best collaborative data notebook for analytics teams#3 / 7#1 / 7

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

If the team's data already lives in Databricks, its notebooks give co-editing, comments, Git integration, Unity Catalog governance, and direct access to serious Spark/SQL/ML compute with no data movement — the best answer for analytics teams embedded in a lakehouse, and the only pick here that scales to very large data natively.

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

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