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Comparison · Analytics
Cluvio vs Deepnote
A side-by-side editorial comparison of Cluvio and Deepnote — release velocity, themes, recent moves, and the top alternatives to consider.
Cluvio vs Deepnote: at a glance
| Feature | Cluvio | Deepnote |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 3.8 |
| Sparks · 30d | 0 | 1 |
| Top themes | sql analytics, bi dashboards, usability polish, data exports | data-notebooks, ai-agents, reproducibility, git-integration |
| Last editorial update | 1d ago | 3d ago |
| Website | — | — |
What is Cluvio?
Cluvio keeps sharpening the SQL-analyst workflow, and now lets you query files without a database.
Cluvio is a SQL-first BI tool methodically polishing the analyst loop: chart types, alerting, settings, and exports. The recent run leans heavily toward usability — redesigned preferences with country presets, a clearer datasource picker, and exports that now carry their own context. The one real capability expansion is Static Tables, which lets users query uploaded CSV and Excel files with SQL via an embedded DataFusion engine.
What is Deepnote?
Deepnote turns the notebook into shared context for AI coding agents
Deepnote has spent the year hardening the fundamentals of a collaborative notebook — Git sync, run snapshots, Polars, multi-format interop, AI cost visibility — and is now opening that accumulated workspace context to external agents. The June move wiring Codex directly into the workspace signals where the bet is going.
Cluvio vs Deepnote: editorial side-by-side
Cluvio
5.0ANALYTICS
Cluvio keeps sharpening the SQL-analyst workflow, and now lets you query files without a database.
◆ Current state
Cluvio is a SQL-first BI tool methodically polishing the analyst loop: chart types, alerting, settings, and exports. The recent run leans heavily toward usability — redesigned preferences with country presets, a clearer datasource picker, and exports that now carry their own context. The one real capability expansion is Static Tables, which lets users query uploaded CSV and Excel files with SQL via an embedded DataFusion engine.
◆ Where it's heading
Most recent work tightens existing surfaces rather than opening new ones — the product is maturing its core rather than chasing scope. The exception, querying files without a connected database, points to Cluvio positioning itself for ad-hoc analysis, not only dashboards over warehouses. Expect continued UX consolidation across settings, exports, and pickers, interleaved with occasional capability adds like new chart types.
◆ Prediction
Likely next moves are further build-out of Static Tables — more file formats or richer joins across uploads — alongside continued chart and alerting polish. The cadence reads as incremental shipping rather than a large directional pivot.
Deepnote
3.8ANALYTICS
Deepnote turns the notebook into shared context for AI coding agents
◆ Current state
Deepnote has spent the year hardening the fundamentals of a collaborative notebook — Git sync, run snapshots, Polars, multi-format interop, AI cost visibility — and is now opening that accumulated workspace context to external agents. The June move wiring Codex directly into the workspace signals where the bet is going.
◆ Where it's heading
The platform is positioning its notebooks, scheduled jobs, and integrations as the grounding context layer for AI exploration, while steadily closing the engineering-workflow gaps (Git, snapshots, reproducibility) that made notebooks hard to trust. Reproducibility plus agent-readable context is the combined thesis.
◆ Prediction
Expect deeper agent integration — more tools beyond Codex able to read and act on workspace context — alongside continued reproducibility and governance features like the AI usage metering already shipped.
Alternatives to Cluvio and Deepnote
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Cluvio or Deepnote.
Apache Superset
Apache Superset edges 6.1.0 toward release as helm packaging ships steadily
Fulcrum
Fulcrum hardens its field-collection core with cross-platform tracking and map fixes
Geckoboard
Geckoboard is refining the dashboard itself — more filtering control and faster data.
NocoDB
NocoDB is steadily expanding from a spreadsheet-database into a fuller project and data workspace.
Hex
Hex is reframing the notebook as a prompt-driven app builder and an agent that reaches into your stack.
See all Cluvio alternatives → · See all Deepnote alternatives →
Recent activity from Cluvio and Deepnote
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoCluvioExcel exports Info sheet and dashboards download as CSV (ZIP)
- 3d agoCluvioA redesigned Preferences page — with one-click country presets
- 4d agoDeepnoteYour workspace as the context for every exploration ⚡
- 10d agoCluvioA clearer datasource picker in the report editor
- 1mo agoCluvioIntroducing the Sparkline Metric Chart
- 1mo agoDeepnoteRun snapshots, Git sync, & AI usage visibility
- 1mo agoDeepnoteRun snapshots, Git sync, Polars support, PDF export, & a cleaner notebook
- 1mo agoDeepnoteRun snapshots, Git sync, Polars support, PDF export, & a cleaner notebook
- 1mo agoDeepnotePolars support, PDF export & a cleaner notebook
- 2mo agoDeepnoteHow many KitKats to run your AI?
- 2mo agoCluvioSee your SQL alerts' run history at a glance
- 2mo agoCluvio⛁ Query CSV and Excel Files with SQL ⚡
Frequently asked questions
What is the difference between Cluvio and Deepnote?
They serve adjacent needs but don't currently overlap on shipped themes. Cluvio is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Cluvio better than Deepnote?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Cluvio is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Cluvio?
Top Cluvio alternatives in Analytics are ranked by recent ship velocity. Browse the "Cluvio alternatives" section above for the current picks, or visit /alternatives/cluvio for the full list with editorial commentary on each.
What are the best alternatives to Deepnote?
Top Deepnote alternatives in Analytics are ranked by recent ship velocity. Browse the "Deepnote alternatives" section above for the current picks, or visit /alternatives/deepnote for the full list with editorial commentary on each.