Hex
Leading#3 in SaaShigh confidence
AI-assisted notebooks for data teams that live in SQL and Python and want reproducible, shareable analysis.Our read
Why it ranks #3
Appears in all three cited 2026 data-analysis roundups and has substantial independent G2 review volume as a collaborative analytics workspace.Here is the catch
Per-editor pricing becomes expensive for broad audiences
Compute and workspace limits matter on lower tiers
More platform setup than a file-upload assistant
Does this well
Reviewers praise the polished collaboration and presentation layer
Keeps analysis, narrative, and interactive outputs in one reproducible project
Strong fit for teams already working in SQL and Python
Pricing
Checked by hand on 2026-07-23. Prices in this category change often — if this looks wrong, it probably is.
Key features
SQL, Python, and no-code notebook cellsAI-assisted analysis and query generationInteractive data appsWarehouse connections and scheduled runs
Sources we read
Quick facts
More in this area
The rest of the SaaS column.- 1ChatGPT (Advanced Data Analysis)The default for ad-hoc analysis on an uploaded file — writes and runs Python, charts, and explains results conversationally.
- 2Julius AIConversational analysis of spreadsheets and CSVs with expert-level insights and visualizations in seconds.
- 4Tableau (with Einstein/Pulse AI)Enterprise BI dashboards with natural-language querying when your data already lives in a governed warehouse.
- 5Microsoft Excel + CopilotEnterprise AI inside Excel itself — formulas, pivots, and trend explanations in plain English without leaving the sheet.
- 6QuadraticAn AI-native spreadsheet blending cells, Python, and SQL for analysts who want code and grid together.
- 7DeepnoteCollaborative AI notebooks for teams standardizing on Python-based analysis and reporting.