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Comparison · Analytics
Deepnote vs OpenMetadata
A side-by-side editorial comparison of Deepnote and OpenMetadata — release velocity, themes, recent moves, and the top alternatives to consider.
Deepnote vs OpenMetadata: at a glance
| Feature | Deepnote | OpenMetadata |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 2.5 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | data notebooks, agentic ai, mcp, workspace context | data-catalog, metadata, connectors, lineage |
| Last editorial update | 2h ago | 13h ago |
| Website | — | Visit → |
What is 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.
What is OpenMetadata?
OpenMetadata reaches 2.1 rc1 after a month of repairing 2.0's connectors.
OpenMetadata has shipped a run of 2.0.x maintenance releases, each centered on connectors, lineage and search. 2.0.3 included a certificate-verification bypass fix and a SQL-injection fix, 2.0.5 restored metadata affected by 2.0 ingestion regressions, and 2.0.7 improved reliability for Pub/Sub, SQL Server and Unity Catalog. The 2.1.0-rc1 pre-release has now appeared, though its notes are a commit message about settings-modal styling rather than a feature list.
Deepnote vs OpenMetadata: editorial side-by-side
Deepnote
2.5ANALYTICS
Deepnote's agent now runs from first prompt to finished notebook without handoffs.
◆ Current state
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.
◆ Where it's heading
The notebook is being repositioned as a workspace agents operate in, both Deepnote's own agent and external ones like Codex. Releases have slowed from monthly in spring to one entry each in July and October.
◆ Prediction
Further agent capabilities or more external agent connections are the likeliest next move; the slower cadence makes timing hard to read.
OpenMetadata
5.0ANALYTICS
OpenMetadata reaches 2.1 rc1 after a month of repairing 2.0's connectors.
◆ Current state
OpenMetadata has shipped a run of 2.0.x maintenance releases, each centered on connectors, lineage and search. 2.0.3 included a certificate-verification bypass fix and a SQL-injection fix, 2.0.5 restored metadata affected by 2.0 ingestion regressions, and 2.0.7 improved reliability for Pub/Sub, SQL Server and Unity Catalog. The 2.1.0-rc1 pre-release has now appeared, though its notes are a commit message about settings-modal styling rather than a feature list.
◆ Where it's heading
The 2.0 launch is being paid for in connector repairs, and the cadence of roughly weekly maintenance suggests a large installed surface. Protecting user-managed metadata from bot ingestion, and multi-pod fixes in 2.0.6, point at production deployments rather than trials. The 2.1 candidate is the first sign of attention moving forward, but the published notes do not show its contents.
◆ Prediction
Expect a 2.1 release soon, with its real scope clearer once proper notes appear. 2.0.x maintenance should continue alongside it.
Alternatives to Deepnote and OpenMetadata
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 OpenMetadata.
Apache Iceberg
Iceberg 1.12 drops Spark 3.4 and starts laying groundwork for the v4 table spec.
ManageEngine Log360
Log360's September build fixes the migration to the unified console.
Apache Storm
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
Apache HertzBeat
HertzBeat's 1.9.0 is on its second release candidate, and the feed still skips 1.8.0.
OpenPanel
OpenPanel moves from 3.18 to 3.20 in two days, still without a word of release notes.
See all Deepnote alternatives → · See all OpenMetadata alternatives →
Recent activity from Deepnote and OpenMetadata
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoOpenMetadata2.1.0 rc1 appears, with notes covering only a UI fix
- 6d agoOpenMetadata2.0.7: Pub/Sub, SQL Server and Unity Catalog connector fixes
- 12d agoOpenMetadata2.0.6: ingestion accuracy, safer upgrades, multi-pod fixes
- 24d agoOpenMetadata2.0.5 restores metadata lost to 2.0 ingestion regressions
- 24d agoDeepnotePrivate and shared projects can live in the same folder
- 27d agoOpenMetadata2.0.4: Glue and SQL Server connector fixes, search scoping
- 1mo agoOpenMetadata2.0.3: connector fixes, data migrations, security patches
- 4mo agoDeepnoteNew MCP tools for integrations
- 5mo agoDeepnoteYour workspace as the context for every exploration ⚡
- 6mo agoDeepnoteRun snapshots, Git sync, Polars support, PDF export, & a cleaner notebook
- 6mo agoDeepnoteRun snapshots, Git sync, & AI usage visibility
- 6mo agoDeepnoteRun snapshots, Git sync, Polars support, PDF export, & a cleaner notebook
Frequently asked questions
What is the difference between Deepnote and OpenMetadata?
They serve adjacent needs but don't currently overlap on shipped themes. OpenMetadata is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Deepnote better than OpenMetadata?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. OpenMetadata is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. 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 OpenMetadata?
Top OpenMetadata alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenMetadata alternatives" section above for the current picks, or visit /alternatives/openmetadata for the full list with editorial commentary on each.