Countly
Countly runs a sustained security-hardening pass across its 24.05 and 25.03 lines
Comparison · Analytics
Whatagraph vs Deepnote
A side-by-side editorial comparison of Whatagraph and Deepnote — release velocity, themes, recent moves, and the top alternatives to consider.
Whatagraph vs Deepnote: at a glance
| Feature | Whatagraph | Deepnote |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 3.8 |
| Sparks · 30d | 0 | 1 |
| Top themes | marketing-reporting, data-warehouse, snowflake, agencies | data-notebooks, ai-agents, reproducibility, git-integration |
| Last editorial update | 19d ago | 3d ago |
| Website | — | — |
What is Whatagraph?
Whatagraph adds Data Storage and a Snowflake source — agency reports stop waiting on live API calls.
Whatagraph is moving from 'report builder over live API connections' to 'managed data layer plus report builder.' Two recent releases anchor the shift: Data Storage lets Whatagraph store customer data on its own infrastructure with a 24-month default backfill, and Snowflake has been added as a first-party data source so warehouse tables can sit alongside paid media and web analytics in the same report. Around that, the company is filling in standard reporting depth — GeoMap widget, conditional formatting, Gauge and Heatmap widget types — plus broader integration coverage like bol. Retailer and Advertising for Benelux retail media and a rebuilt event-level CallTrackingMetrics.
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.
Whatagraph vs Deepnote: editorial side-by-side
Whatagraph
6.3ANALYTICS
Whatagraph adds Data Storage and a Snowflake source — agency reports stop waiting on live API calls.
◆ Current state
Whatagraph is moving from 'report builder over live API connections' to 'managed data layer plus report builder.' Two recent releases anchor the shift: Data Storage lets Whatagraph store customer data on its own infrastructure with a 24-month default backfill, and Snowflake has been added as a first-party data source so warehouse tables can sit alongside paid media and web analytics in the same report. Around that, the company is filling in standard reporting depth — GeoMap widget, conditional formatting, Gauge and Heatmap widget types — plus broader integration coverage like bol. Retailer and Advertising for Benelux retail media and a rebuilt event-level CallTrackingMetrics.
◆ Where it's heading
The product is pushing toward becoming an agency-grade marketing reporting platform that also owns the data plumbing. Historically agencies had to choose between Whatagraph-style report builders (fast but live-API constrained) and BigQuery-based stacks (flexible but heavyweight). Whatagraph's managed Storage destination collapses that choice, and the Snowflake source pulls customer-warehouse data directly into the reporting surface — both moves widen the addressable customer set into mid-market and larger agencies.
◆ Prediction
Expect the next quarter to deepen the data layer: a SQL-style transformation interface on stored data, more warehouse sources (likely Databricks or Redshift), and a billing change that splits the storage layer from the report-builder seat licenses. The GeoMap widget will exit beta with continent-grouped drill-downs.
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 Whatagraph 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 Whatagraph or Deepnote.
Apache Superset
Apache Superset edges 6.1.0 toward release as helm packaging ships steadily
Cluvio
Cluvio keeps sharpening the SQL-analyst workflow, and now lets you query files without a database.
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.
See all Whatagraph alternatives → · See all Deepnote alternatives →
Recent activity from Whatagraph and Deepnote
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoDeepnoteYour workspace as the context for every exploration ⚡
- 20d agoWhatagraphSnowflake, bol. Retailer & Advertising, and a rebuilt CallTrackingMetrics
- 1mo agoWhatagraphSee where your audience actually is with the GeoMap widget (BETA)
- 1mo agoWhatagraphStore your data for faster reporting ⚡
- 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 agoWhatagraphConditional formatting for tables is live
- 2mo agoWhatagraphShopify available with collaborator access
- 2mo agoWhatagraphControl label size on charts
Frequently asked questions
What is the difference between Whatagraph and Deepnote?
They serve adjacent needs but don't currently overlap on shipped themes. Whatagraph is currently shipping more aggressively (velocity 6.3 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 Whatagraph better than Deepnote?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Whatagraph is currently shipping more aggressively (velocity 6.3 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 Whatagraph?
Top Whatagraph alternatives in Analytics are ranked by recent ship velocity. Browse the "Whatagraph alternatives" section above for the current picks, or visit /alternatives/whatagraph 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.