The notebook that finally killed Jupyter for production work

Hex is the AI data notebook that lets SQL people, Python people, and business analysts all work in the same canvas. Write a SQL query, pipe the result into a Python cell, build a chart, share the dashboard — all without leaving the page. The 2025-2026 addition: Magic AI that writes queries from natural language, debugs your Python, builds entire apps from a prompt, and explains results to non-technical stakeholders.

Who it's for: Data scientists, analytics engineers, data analysts, product analysts, and anyone who lives in a mix of SQL, Python, and BI tools.

Key features

Polyglot SQL + Python + no-code in one canvas

Mix cells freely. Write SQL, reference the dataframe in Python, build a chart with no-code. Variables flow between cells like a real notebook, but it deploys as an app.

Magic Magic AI assistant

Type 'show me weekly active users by cohort' and it writes the SQL, runs it, builds a chart, and explains the result. It's like having a senior analyst on call.

Deploy Publish as an app

Turn a notebook into a shareable, parameterized data app with one click. Stakeholders get a clean UI; you keep the code. Better than Tableau, easier than Streamlit.

Connect Every data warehouse

Native connectors to Snowflake, BigQuery, Databricks, Redshift, Postgres, MySQL, MongoDB, dbt, and 50+ more. Schedule, cache, and parameterize with version control.

The honest take

✓ What works

Best-in-class polyglot notebook — SQL and Python finally feel unified
Magic AI is genuinely useful for both coders and non-coders
One-click publish as a data app is a game-changer
Excellent dbt integration — model-aware AI suggestions
Real-time collab (Figma-style multiplayer editing)

✗ What doesn't

$20/mo Team tier is steep for solo analysts
Heavy queries can be slow vs. native BI tools like Tableau
Smaller community than Jupyter or VSCode notebooks
Some advanced Python features (custom kernels) still limited

Verdict

Hex is the best new data tool in years. If you're a data scientist or analyst tired of stitching together Jupyter + Mode + Tableau + Looker, this is the platform to bet on in 2026. The Magic AI isn't a gimmick — it actually saves hours per week. Expensive, but the productivity gain pays for itself.

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