Omni
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Comparison · Analytics
Deepnote vs Fulcrum
A side-by-side editorial comparison of Deepnote and Fulcrum — release velocity, themes, recent moves, and the top alternatives to consider.
Deepnote vs Fulcrum: at a glance
| Feature | Deepnote | Fulcrum |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 0 | 0 |
| Top themes | data notebooks, agentic ai, mcp, reproducibility | field-data-collection, esri-arcgis, offline-maps, mobile-releases |
| Last editorial update | 1mo ago | 1h ago |
| Website | — | — |
What is Deepnote?
Deepnote reshapes the data notebook into agent-operable infrastructure.
Deepnote, a collaborative data-science notebook, is steadily making itself agent-native: MCP tools now let AI agents create and wire integrations end-to-end, and OpenAI's Codex connects natively to a Deepnote workspace's notebooks, schedules, and data. Underneath, it keeps shipping solid workflow features — run snapshots, Git and GitLab sync, Polars, PDF export.
What is Fulcrum?
Fulcrum is consolidating on Esri, with Google Maps gone September 1
The mapping stack is the whole story right now: ArcGIS SDK 300.0.0 on iOS, the latest ArcGIS and deck.gl on web, and a hard cutover date after which any organization still defaulting to Google Maps is switched to Esri automatically. The mobile releases in this window are almost entirely map and location fixes — basemap loading, offline symbol styling, location resolution that blocked saves. On-device inference quietly changed format, dropping ONNX.
Deepnote vs Fulcrum: editorial side-by-side
Deepnote
6.3ANALYTICS
Deepnote reshapes the data notebook into agent-operable infrastructure.
◆ Current state
Deepnote, a collaborative data-science notebook, is steadily making itself agent-native: MCP tools now let AI agents create and wire integrations end-to-end, and OpenAI's Codex connects natively to a Deepnote workspace's notebooks, schedules, and data. Underneath, it keeps shipping solid workflow features — run snapshots, Git and GitLab sync, Polars, PDF export.
◆ Where it's heading
Two tracks are converging: reproducibility and engineering rigor (immutable run snapshots, Git sync, notebook interoperability) and agent-operability (MCP tools, Codex context). Deepnote is positioning the workspace as the trusted context layer that AI agents act through, not just a place humans write notebooks.
◆ Prediction
Expect more MCP tooling that lets agents operate Deepnote projects autonomously, plus deeper native hooks for external coding agents — the workspace-as-agent-context bet will likely expand beyond Codex.
Fulcrum
6.3ANALYTICS
Fulcrum is consolidating on Esri, with Google Maps gone September 1
◆ Current state
The mapping stack is the whole story right now: ArcGIS SDK 300.0.0 on iOS, the latest ArcGIS and deck.gl on web, and a hard cutover date after which any organization still defaulting to Google Maps is switched to Esri automatically. The mobile releases in this window are almost entirely map and location fixes — basemap loading, offline symbol styling, location resolution that blocked saves. On-device inference quietly changed format, dropping ONNX.
◆ Where it's heading
One platform bet runs through everything: Esri as the single map engine, with Google's satellite, hybrid, and street imagery retained as basemap options so the migration costs users imagery choice, not capability. The current release cadence is stabilization work paying down that migration rather than new ground.
◆ Prediction
Expect map and location fixes to keep dominating releases through the September 1 cutover, with the Esri-only capabilities already listed — snapping, ArcGIS Feature Service connectivity, offline basemaps — becoming the default surface rather than the alternative one.
Alternatives to Deepnote and Fulcrum
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 Deepnote or Fulcrum.
OpenDataDiscovery
Four ODD Platform releases in two weeks, and not one of them changes the product
Apache Baremaps
Baremaps got geoparquet and hillshading, then went quiet for eighteen months in incubation
Deequ
Deequ ships GitHub tags whose release notes are one commit message long
Marquez
Marquez spent 2024 turning a lineage store into a UI, then stopped releasing
Amundsen
Amundsen's last release was a config flag, and the feed has been silent for two years
See all Deepnote alternatives → · See all Fulcrum alternatives →
Recent activity from Deepnote and Fulcrum
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 7h agoFulcrumiOS fix for slow location resolution blocking saves
- 5d agoFulcrumMap engine updated to the latest ArcGIS and deck.gl
- 6d agoFulcrumAndroid stability fixes for ArcGIS location and signatures
- 6d agoFulcrumiOS basemap loading and map-centering fixes
- 7d agoFulcrumArcGIS SDK 300.0.0 lands; ONNX inference support removed
- 7d agoFulcrumOffline ArcGIS layers keep custom symbols and labels
- 1mo agoDeepnoteNew MCP tools for integrations
- 2mo agoDeepnoteYour workspace as the context for every exploration ⚡
- 3mo agoDeepnoteRun snapshots, Git sync, & AI usage visibility
- 3mo agoDeepnoteRun snapshots, Git sync, Polars support, PDF export, & a cleaner notebook
- 3mo agoDeepnoteRun snapshots, Git sync, Polars support, PDF export, & a cleaner notebook
- 4mo agoDeepnotePolars support, PDF export & a cleaner notebook
Frequently asked questions
What is the difference between Deepnote and Fulcrum?
They serve adjacent needs but don't currently overlap on shipped themes. Deepnote and Fulcrum are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Deepnote better than Fulcrum?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Deepnote and Fulcrum are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
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.
What are the best alternatives to Fulcrum?
Top Fulcrum alternatives in Analytics are ranked by recent ship velocity. Browse the "Fulcrum alternatives" section above for the current picks, or visit /alternatives/fulcrum for the full list with editorial commentary on each.