Updated April 2026

Notebooks & Data Workspaces

Best Notebooks & Data Workspaces Tools

“Interactive, collaborative environments for exploratory analysis, prototyping, and sharing analytical work.”

11 tools reviewed

11 results

Zeppelin

Open-source notebook with built-in Spark integration

Open SourceOpen SourceSparkMulti Language+1

Best for Best for teams with existing Spark infra...

PopSQL

Collaborative SQL editor for teams

FreemiumSQL editorCollaborativeTeam+1

Best for Best for SQL-centric teams wanting a col...

Jupyter

Open-source interactive notebook for data science and exploration

Open SourceOpen SourcePythonR+2

Best for Best for individual data scientists want...

JupyterHub

Multi-user Jupyter notebook server for teams

Open SourceOpen SourceMulti UserJupyter+1

Best for Best for organizations self-hosting mult...

Hex

Collaborative data workspace combining SQL, Python, and visualization

FreemiumCollaborativeSQLPython+2

Best for Best for data teams wanting a modern col...

Deepnote

Collaborative cloud notebook with real-time multiplayer editing

FreemiumCloudCollaborativeReal Time+1

Best for Best for data teams wanting real-time co...

Google Colab

Free cloud-hosted Jupyter notebooks with GPU access

FreemiumFreeGPUCloud+2

Best for Best for individual data scientists and ...

Databricks Notebooks

Collaborative notebooks within the Databricks lakehouse platform

PaidDatabricksMulti LanguageCollaborative+1

Best for Best for teams already on Databricks wan...

Observable

Collaborative JavaScript notebooks for data visualization

FreemiumJavaScriptReactiveD3.js+2

Best for Best for JavaScript developers creating ...

Count

Collaborative canvas-based data notebook

FreemiumCanvasCollaborativeSQL+1

Best for Best for data teams wanting canvas-style...