Use Cases

Galaxy for Data Scientists

Galaxy gives data scientists a better way to write, reuse, and share SQL. It’s fast, structured, and collaborative—no more fragmented workflows across notebooks, BI tools, and Slack threads.

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Painpoints Galaxy Solves for Data Scientists

Jupyter notebooks and BI tools weren’t built for deep SQL work.
There’s no source of truth for shared queries or definitions.
Data analysis slows down when query versions are lost or overwritten.

Why Data Scientists Love Galaxy

Stop rewriting the same queries and reuse trusted ones across teams.
Use Galaxy for data-focused workflows, without needing to jump between your editor and Python notebooks.
Collaboration is at the core of the Galaxy experience - not duct-taped through Notion and Slack.

Galaxy's Key Differentiators for Data Scientists

Galaxy's AI copilot is context aware, letting you generate, edit, and optimize the correct SQL query

AI That Speaks SQL

Galaxy’s AI understands your data model and helps you write better queries without switching to Python or relying on incomplete notebooks.

Galaxy's Collections allow for organizations to share and collaborate on their most important SQL queries, visualizations, and more

Collections for Trusted Queries

Save time and build trust by endorsing key queries that your whole team can use with confidence.

Galaxy's Endorsement allows for teams to recognize the "right" query to represent a KPI

Versioning & Permissions

Track query changes, run history, and control access—bringing order to your data work.

Built for the way Data Scientists work

Unlike Mode or Hex, Galaxy isn’t a notebook tool. It’s a structured SQL-first IDE that enables collaborative, versioned analytics without needing to jump between tools.

Start Querying with Galaxy Today
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Frequently Asked Questions

How does Galaxy compare to Hex or Mode?

Galaxy is SQL-first with native versioning and collaboration—not built on Python notebooks.

Can I still use Jupyter for Python?

Yes. Galaxy complements—not replaces—your Python work by making SQL faster and cleaner.

Is Galaxy good for teams?

Yes. Galaxy’s multiplayer mode is built for teams to collaborate with clarity.

What if I want to turn queries into visualizations?

Visualization features are coming soon, starting with lightweight built-in charts.

Is this better than writing SQL in BI tools?

Yes—Galaxy is purpose-built for developers and data scientists, not sales dashboards.

Check out our next-gen data features

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Best SQL Editors

Vibe code in SQL using AI that is context-aware for query generation, optimization, and notifications when your data model changes.

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best SQL editors
AI Copilot

AI-Copilot

Vibe code in SQL using AI that is context-aware for query generation, optimization, and notifications when your data model changes.

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Galaxy's AI-Copilot
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Common SQL Errors

Find the resolutions to common SQL errors with our set of help resources

Common Errors