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Basedash makes its MCP server writable — AI agents can now author dashboards on your behalf
Alternatives · analytics tools
Deepnote alternatives
The best Deepnote alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Sep 25, 2026
Looking for the best alternatives to Deepnote? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Deepnote shipped 0 meaningful updates in the last 30 days and carries a velocity score of 6.3 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About 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.
Velocity 6.3 · Last update 2mo ago
Top 12 alternatives to Deepnote
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Holistics connects to warehouse-native semantic layers, shifting from semantic owner to governed exploration layer.
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Lightdash ships AI-described custom chart types and a content governance overhaul in one week
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dbt 2.0 ships — proprietary binary forks from dbt-oss as AI agent skills land
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Omni ships dbt on Trino and MCP app management, extending AI-native BI coverage
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OpenCTI ships FIPS 140-3 validated image and extends Ask Ariane toward supervised autonomous action
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AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
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Fulcrum ships an MCP server for AI-managed form building while Photo FastFill pushes toward general availability.
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OpenObserve hits v1.0 GA with first-class AI Observability and SLOs, then stabilizes fast.
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Hex's chat agent can now build and publish Hex projects — analytics is going fully agentic.
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TimescaleDB 2.30.0 ships DeferredChunkAppend, cutting last-point query cost from O(n chunks) to O(1)
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NocoDB lands in Claude Connectors with 149 MCP tools, completing its pivot to AI-native database
Deepnote vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Deepnote (baseline) | 6.3 | 0 | data notebooksagentic aimcp | Your workspace as the context for every exploration |
| Basedash | 8.8 | 3 | bi-toolsmcpai-agents | Introducing Basedash MCP write: build charts from anywhere |
| Holistics | 7.5 | 1 | bi-analyticssemantic-layerwarehouse-native | Holistics integrates Snowflake and Databricks semantic layers |
| Lightdash | 7.5 | 1 | analytics-platformcustom-chartscontent-governance | 🧩 Build your own chart types |
| dbt Core | 7.5 | 1 | major-releaseoss-forkagent-skills | dbt v2.0.0 |
| Omni | 7.5 | 2 | ai-native-bianalyticsmcp-integration | Omni: dbt on Trino and MCP app management tools land together |
| OpenCTI | 7.5 | 1 | ctisecuritythreat-intelligence | v7.260907: FIPS 140-3 validated base image + investigation graph entity creation |
| AgencyAnalytics | 7.5 | 1 | agency-reportingai-visibilityseo-analytics | AgencyAI starts building client context automatically |
| Fulcrum | 6.3 | 1 | field-data-collectionmobile-appsai-data-entry | Fulcrum MCP & AI Toolkit (Labs): AI agents can now build and manage forms |
| OpenObserve | 6.3 | 0 | observabilityai-observabilityllm-monitoring | — |
| Hex | 6.3 | 1 | analyticsai-agentsdata-science | Publish eval suites, skip approvals, and build Hex projects from your chat agent |
| TimescaleDB | 6.3 | 1 | time-seriespostgresqlquery-performance | TimescaleDB 2.30.0: last-point queries now run in constant time |
| NocoDB | 6.3 | 1 | no-codeai-integrationmcp | 2026.09.0 : NocoDB in the Claude Connector Marketplace |
The 12 best Deepnote alternatives, in depth
1. Basedash · velocity 8.8
Basedash makes its MCP server writable — AI agents can now author dashboards on your behalf.
Over the last 30 days Basedash shipped 3 meaningful updates vs Deepnote's 0, most recently “Introducing Basedash MCP write: build charts from anywhere”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Basedash focuses on bi tools, mcp and ai agents.
Over the last 30 days Basedash has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
2. Holistics · velocity 7.5
Holistics connects to warehouse-native semantic layers, shifting from semantic owner to governed exploration layer.
Over the last 30 days Holistics shipped 1 meaningful update vs Deepnote's 0, most recently “Holistics integrates Snowflake and Databricks semantic layers”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Holistics focuses on bi analytics, semantic layer and warehouse native.
Over the last 30 days Holistics has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
Full Holistics trajectory → · Compare Deepnote vs Holistics →
3. Lightdash · velocity 7.5
Lightdash ships AI-described custom chart types and a content governance overhaul in one week.
Over the last 30 days Lightdash shipped 1 meaningful update vs Deepnote's 0, most recently “🧩 Build your own chart types”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Lightdash focuses on analytics platform, custom charts and content governance.
Over the last 30 days Lightdash has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Deepnote vs Lightdash →
4. dbt Core · velocity 7.5
Dbt 2.0 ships — proprietary binary forks from dbt-oss as AI agent skills land.
Over the last 30 days dbt Core shipped 1 meaningful update vs Deepnote's 0, most recently “dbt v2.0.0”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, dbt Core focuses on major release, oss fork and agent skills.
Over the last 30 days dbt Core has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
5. Omni · velocity 7.5
Omni ships dbt on Trino and MCP app management, extending AI-native BI coverage.
Over the last 30 days Omni shipped 2 meaningful updates vs Deepnote's 0, most recently “Omni: dbt on Trino and MCP app management tools land together”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Omni focuses on ai native bi, analytics and mcp integration.
Over the last 30 days Omni has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
6. OpenCTI · velocity 7.5
OpenCTI ships FIPS 140-3 validated image and extends Ask Ariane toward supervised autonomous action.
Over the last 30 days OpenCTI shipped 1 meaningful update vs Deepnote's 0, most recently “v7.260907: FIPS 140-3 validated base image + investigation graph entity creation”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, OpenCTI focuses on cti, security and threat intelligence.
Over the last 30 days OpenCTI has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
7. AgencyAnalytics · velocity 7.5
AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
Over the last 30 days AgencyAnalytics shipped 1 meaningful update vs Deepnote's 0, most recently “AgencyAI starts building client context automatically”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, AgencyAnalytics focuses on agency reporting, ai visibility and seo analytics.
Over the last 30 days AgencyAnalytics has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
Full AgencyAnalytics trajectory → · Compare Deepnote vs AgencyAnalytics →
8. Fulcrum · velocity 6.3
Fulcrum ships an MCP server for AI-managed form building while Photo FastFill pushes toward general availability.
Over the last 30 days Fulcrum shipped 1 meaningful update vs Deepnote's 0, most recently “Fulcrum MCP & AI Toolkit (Labs): AI agents can now build and manage forms”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Fulcrum focuses on field data collection, mobile apps and ai data entry.
Over the last 30 days Fulcrum has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
9. OpenObserve · velocity 6.3
OpenObserve hits v1.0 GA with first-class AI Observability and SLOs, then stabilizes fast.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, OpenObserve focuses on observability, ai observability and llm monitoring.
OpenObserve and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenObserve trajectory → · Compare Deepnote vs OpenObserve →
10. Hex · velocity 6.3
Hex's chat agent can now build and publish Hex projects — analytics is going fully agentic.
Over the last 30 days Hex shipped 1 meaningful update vs Deepnote's 0, most recently “Publish eval suites, skip approvals, and build Hex projects from your chat agent”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Hex focuses on analytics, ai agents and data science.
Over the last 30 days Hex has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
11. TimescaleDB · velocity 6.3
TimescaleDB 2.30.0 ships DeferredChunkAppend, cutting last-point query cost from O(n chunks) to O(1).
Over the last 30 days TimescaleDB shipped 1 meaningful update vs Deepnote's 0, most recently “TimescaleDB 2.30.0: last-point queries now run in constant time”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, TimescaleDB focuses on time series, postgresql and query performance.
Over the last 30 days TimescaleDB has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
Full TimescaleDB trajectory → · Compare Deepnote vs TimescaleDB →
12. NocoDB · velocity 6.3
NocoDB lands in Claude Connectors with 149 MCP tools, completing its pivot to AI-native database.
Over the last 30 days NocoDB shipped 1 meaningful update vs Deepnote's 0, most recently “2026.09.0 : NocoDB in the Claude Connector Marketplace”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, NocoDB focuses on no code, ai integration and mcp.
Over the last 30 days NocoDB has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
Frequently asked questions
What are the best alternatives to Deepnote?
The top Deepnote alternatives we currently track in analytics tools are Basedash, Holistics, Lightdash, dbt Core, Omni, ranked by recent ship velocity.
How is this list of Deepnote alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Deepnote directly with one of these alternatives?
Yes — every card has a "Compare with Deepnote" link to a side-by-side /compare page.