ANALYTICS
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
Alternatives · analytics tools
Deepnote alternatives
The best Deepnote alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Nov 10, 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 2.5 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's agent now runs from first prompt to finished notebook without handoffs.
Deepnote's most recent entry, in October, makes Deepnote Agent a single agent that keeps context from the first instruction to the finished notebook, and lets private and shared projects sit in the same folder. It builds on June's native Codex connection to a workspace's notebooks, schedules and data, and July's MCP tools that let agents create and attach integrations. Spring releases added run snapshots, Git sync, Polars support, PDF export and AI usage metering.
Velocity 2.5 · Last update 7d 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
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
ANALYTICS
Fulcrum lets AI assistants sign in to its MCP server with a normal account.
ANALYTICS
MotherDuck rebuilds its UI so the first thing you see is an agent, not a SQL editor.
ANALYTICS
Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
ANALYTICS
Dovetail opens its docs to Claude and ChatGPT as co-authors.
ANALYTICS
OpenReplay's feed is Helm chart bumps behind its asset-cacher deny list.
ANALYTICS
Tinybird shrinks its Local image by a third after a run of observability updates.
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OpenHouse tightens view authorization and moves its optimizer schema to Flyway.
ANALYTICS
Delta Lake's public stream is Databricks builds and code cleanup on the way to 4.5.
ANALYTICS
OpenCTI adds custom fields to cases and backports its draft-access fix to both LTS lines.
ANALYTICS
Basedash ships verified dashboards so teams know which numbers to trust.
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) | 2.5 | 0 | data notebooksagentic aimcp | Your workspace as the context for every exploration |
| Calibre | 6.3 | 1 | web-performancemcpcoding-agents | Calibre MCP: connect your coding agent to your performance data |
| Grafana Loki | 6.3 | 1 | loggingobservabilitymajor-release | Loki 4.0 RC drops legacy storage backends and SSD mode |
| Fulcrum | 6.3 | 0 | field data collectionai assistantmcp | — |
| MotherDuck | 6.3 | 1 | duckdb-cloudagentic-analyticsdata-apps | Redesigned UI puts Agent Chat on the home screen |
| Glances | 5.0 | 0 | system monitoringsecurity fixesmajor version | — |
| Dovetail | 5.0 | 0 | customer-feedbackresearch-docsai-assistants | — |
| OpenReplay | 5.0 | 0 | session replayself-hostedhelm | — |
| Tinybird | 5.0 | 0 | real-time analyticslocal developmentobservability | — |
| OpenHouse | 5.0 | 0 | data lakehouseicebergtable maintenance | — |
| Delta Lake | 5.0 | 0 | lakehousedelta-kernelspark | — |
| OpenCTI | 5.0 | 0 | threat-intelligencecase-managementlts | — |
| Basedash | 5.0 | 0 | business-intelligenceai-analyticsdata-governance | — |
The 12 best Deepnote alternatives, in depth
1. Calibre · velocity 6.3
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code.
Over the last 30 days Calibre shipped 1 meaningful update vs Deepnote's 0, most recently “Calibre MCP: connect your coding agent to your performance data”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Calibre focuses on web performance, mcp and coding agents.
Over the last 30 days Calibre has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
2. Grafana Loki · velocity 6.3
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
Over the last 30 days Grafana Loki shipped 1 meaningful update vs Deepnote's 0, most recently “Loki 4.0 RC drops legacy storage backends and SSD mode”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Grafana Loki focuses on logging, observability and major release.
Over the last 30 days Grafana Loki has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
Full Grafana Loki trajectory → · Compare Deepnote vs Grafana Loki →
3. Fulcrum · velocity 6.3
Fulcrum lets AI assistants sign in to its MCP server with a normal account.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Fulcrum focuses on field data collection, ai assistant and mcp.
Fulcrum and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. MotherDuck · velocity 6.3
MotherDuck rebuilds its UI so the first thing you see is an agent, not a SQL editor.
Over the last 30 days MotherDuck shipped 1 meaningful update vs Deepnote's 0, most recently “Redesigned UI puts Agent Chat on the home screen”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, MotherDuck focuses on duckdb cloud, agentic analytics and data apps.
Over the last 30 days MotherDuck has been shipping faster than Deepnote — a point in its favour if release momentum matters to you.
Full MotherDuck trajectory → · Compare Deepnote vs MotherDuck →
5. Glances · velocity 5.0
Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Glances focuses on system monitoring, security fixes and major version.
Glances and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. Dovetail · velocity 5.0
Dovetail opens its docs to Claude and ChatGPT as co-authors.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Dovetail focuses on customer feedback, research docs and ai assistants.
Dovetail and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. OpenReplay · velocity 5.0
OpenReplay's feed is Helm chart bumps behind its asset-cacher deny list.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, OpenReplay focuses on session replay, self hosted and helm.
OpenReplay and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenReplay trajectory → · Compare Deepnote vs OpenReplay →
8. Tinybird · velocity 5.0
Tinybird shrinks its Local image by a third after a run of observability updates.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Tinybird focuses on real time analytics, local development and observability.
Tinybird and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. OpenHouse · velocity 5.0
OpenHouse tightens view authorization and moves its optimizer schema to Flyway.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, OpenHouse focuses on data lakehouse, iceberg and table maintenance.
OpenHouse and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenHouse trajectory → · Compare Deepnote vs OpenHouse →
10. Delta Lake · velocity 5.0
Delta Lake's public stream is Databricks builds and code cleanup on the way to 4.5.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Delta Lake focuses on lakehouse, delta kernel and spark.
Delta Lake and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Delta Lake trajectory → · Compare Deepnote vs Delta Lake →
11. OpenCTI · velocity 5.0
OpenCTI adds custom fields to cases and backports its draft-access fix to both LTS lines.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, OpenCTI focuses on threat intelligence, case management and lts.
OpenCTI and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. Basedash · velocity 5.0
Basedash ships verified dashboards so teams know which numbers to trust.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Deepnote leans on data notebooks, agentic ai and mcp, Basedash focuses on business intelligence, ai analytics and data governance.
Basedash and Deepnote have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to Deepnote?
The top Deepnote alternatives we currently track in analytics tools are Calibre, Grafana Loki, Fulcrum, MotherDuck, Glances, 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.