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Comparison · Analytics
Umami vs OpenMetadata
A side-by-side editorial comparison of Umami and OpenMetadata — release velocity, themes, recent moves, and the top alternatives to consider.
Umami vs OpenMetadata: at a glance
What is Umami?
Umami spent late 2025 patching Next.js CVEs, then shipped Boards and Session Replay in v3.1.0.
The window splits sharply. Four of six releases are December 2025 patches across the v2 and v3 lines, all responding to the same Next.js and React security advisories plus Docker build breakage — several shipped within days of each other because the first fix updated Next.js without the affected React versions. Then v3.1.0 in April 2026 delivered custom dashboards as Boards, Session Replay, Web Vitals performance tracking, a redesigned share page, and a large batch of fixes.
What is OpenMetadata?
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
OpenMetadata is still in 2.0.x maintenance mode, shipping a release every one to two weeks. 2.0.8 on November 13 is the broadest yet: Hex and Sigma ingestion now build data models and column lineage, BigQuery date-sharded tables can be grouped into one logical table, Power BI and Snowflake ingestion stop leaving stale or runaway jobs, and MCP authentication and access controls were tightened. The 2.1.0 line sits at rc2, whose only published change is a tag-resolution fix.
Umami vs OpenMetadata: editorial side-by-side
Umami
0.0ANALYTICS
Umami spent late 2025 patching Next.js CVEs, then shipped Boards and Session Replay in v3.1.0.
◆ Current state
The window splits sharply. Four of six releases are December 2025 patches across the v2 and v3 lines, all responding to the same Next.js and React security advisories plus Docker build breakage — several shipped within days of each other because the first fix updated Next.js without the affected React versions. Then v3.1.0 in April 2026 delivered custom dashboards as Boards, Session Replay, Web Vitals performance tracking, a redesigned share page, and a large batch of fixes.
◆ Where it's heading
The security cluster is a framework dependency showing its cost — an analytics tool inheriting its release schedule from Next.js advisories. v3.1.0 is where product work resumes, and its content is telling: Session Replay and Web Vitals move Umami past pageview counting into behaviour and performance, which is the territory occupied by heavier commercial analytics rather than the lightweight privacy-first tools it grew up alongside.
◆ Prediction
Expect the next releases to build on Boards and Session Replay rather than return to the counting core, since both are new surfaces that arrived with a single release and no follow-up yet.
OpenMetadata
5.0ANALYTICS
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
◆ Current state
OpenMetadata is still in 2.0.x maintenance mode, shipping a release every one to two weeks. 2.0.8 on November 13 is the broadest yet: Hex and Sigma ingestion now build data models and column lineage, BigQuery date-sharded tables can be grouped into one logical table, Power BI and Snowflake ingestion stop leaving stale or runaway jobs, and MCP authentication and access controls were tightened. The 2.1.0 line sits at rc2, whose only published change is a tag-resolution fix.
◆ Where it's heading
Each 2.0.x release repairs connectors and lineage that 2.0 left incomplete, and the fixes increasingly touch accuracy (correct table identity, lineage that ends at the right model) rather than crashes. MCP keeps appearing in the security sections, which suggests OpenMetadata expects AI tools to read the catalog and is locking that path down before 2.1.
◆ Prediction
A 2.1.0 final is the next visible step, since two release candidates are out; the entries do not yet say what features 2.1 adds beyond the fixes backported to 2.0.x.
Alternatives to Umami 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 Umami or OpenMetadata.
Dagster
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
OpenHouse
OpenHouse adds time-zone-aware retention and per-database table caps.
Countly
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Kubecost
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
RStudio
RStudio opens the 2026.11 train with another NOTICE file update.
See all Umami alternatives → · See all OpenMetadata alternatives →
Recent activity from Umami and OpenMetadata
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 21h agoOpenMetadata2.0.8: Hex and Sigma lineage, BigQuery shard grouping, MCP auth
- 23h agoOpenMetadata2.1.0 rc2: fix for tags removed when resolving tag tasks
- 14d agoOpenMetadata2.1.0 rc1 appears, with notes covering only a UI fix
- 17d agoOpenMetadata2.0.7: Pub/Sub, SQL Server and Unity Catalog connector fixes
- 23d agoOpenMetadata2.0.6: ingestion accuracy, safer upgrades, multi-pod fixes
- 1mo agoOpenMetadata2.0.5 restores metadata lost to 2.0 ingestion regressions
- 7mo agoUmamiv3.1.0: Boards, Session Replay and Web Vitals ⚡
- 11mo agoUmamiv3.0.3: Next.js security patch
- 11mo agoUmamiv2.20.2: Next.js security patch for the v2 line
- 11mo agoUmamiv2.20.1: React version fix and Docker build repairs
- 11mo agoUmamiv2.20.0: Next.js CVE fix for the v2 line
- 11mo agoUmamiv3.0.2: Next.js RSC vulnerability patch and UI fixes
Frequently asked questions
What is the difference between Umami and OpenMetadata?
They serve adjacent needs but don't currently overlap on shipped themes. OpenMetadata is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Umami 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 0.0), 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 Umami?
Top Umami alternatives in Analytics are ranked by recent ship velocity. Browse the "Umami alternatives" section above for the current picks, or visit /alternatives/umami 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.