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Comparison · Analytics
Lightdash vs OpenMetadata
A side-by-side editorial comparison of Lightdash and OpenMetadata — release velocity, themes, recent moves, and the top alternatives to consider.
Lightdash vs OpenMetadata: at a glance
| Feature | Lightdash | OpenMetadata |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | business intelligence, semantic layer, ai agents, mobile | data-catalog, lineage, connectors, data-quality |
| Last editorial update | 19h ago | 3h ago |
| Website | — | Visit → |
What is Lightdash?
Lightdash goes mobile, with Ask AI, custom charts and home-screen widgets on iOS and Android.
Lightdash is an open-source BI layer turning its semantic layer into a workspace for AI agents. Its new iOS and Android apps show dashboards, saved charts, custom chart types and data apps, let users ask the AI agent questions, work offline and pin charts as home-screen widgets. October made Chart Studio available to all cloud users and added reusable agent skills.
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.
Lightdash vs OpenMetadata: editorial side-by-side
Lightdash
5.0ANALYTICS
Lightdash goes mobile, with Ask AI, custom charts and home-screen widgets on iOS and Android.
◆ Current state
Lightdash is an open-source BI layer turning its semantic layer into a workspace for AI agents. Its new iOS and Android apps show dashboards, saved charts, custom chart types and data apps, let users ask the AI agent questions, work offline and pin charts as home-screen widgets. October made Chart Studio available to all cloud users and added reusable agent skills.
◆ Where it's heading
The AI agent is becoming the main way into Lightdash: first through skills and MCP, now through a phone app where Ask AI sits beside dashboards. Each surface reuses the same semantic layer and custom chart types rather than building separate mobile views.
◆ Prediction
Expect mobile to pick up agent features such as skills or scheduled deliveries, and more ways for agents outside the app to reach the semantic layer.
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 Lightdash 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 Lightdash 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 Lightdash alternatives → · See all OpenMetadata alternatives →
Recent activity from Lightdash 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
- 3d agoLightdash📱 Lightdash Mobile
- 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 agoLightdash🧩 Chart Studio, now available for all cloud users
- 23d agoOpenMetadata2.0.6: ingestion accuracy, safer upgrades, multi-pod fixes
- 1mo agoOpenMetadata2.0.5 restores metadata lost to 2.0 ingestion regressions
- 1mo agoLightdash🎓 Teach your AI agents reusable skills ⚡
- 1mo agoLightdash🪆 Explore nested and repeated columns
- 1mo agoLightdash✅ Promote, own, and find verified content
- 2mo agoLightdash🔌 Test your warehouse connection before you save it
Frequently asked questions
What is the difference between Lightdash and OpenMetadata?
They serve adjacent needs but don't currently overlap on shipped themes. Lightdash and OpenMetadata are shipping at a similar cadence (velocity 5.0 vs 5.0, 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 Lightdash better than OpenMetadata?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Lightdash and OpenMetadata are shipping at a similar cadence (velocity 5.0 vs 5.0, 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 Lightdash?
Top Lightdash alternatives in Analytics are ranked by recent ship velocity. Browse the "Lightdash alternatives" section above for the current picks, or visit /alternatives/lightdash 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.