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Comparison · Analytics

Lightdash vs OpenHouse

A side-by-side editorial comparison of Lightdash and OpenHouse — release velocity, themes, recent moves, and the top alternatives to consider.

Lightdash vs OpenHouse: at a glance

FeatureLightdashOpenHouse
SectorAnalyticsAnalytics
Velocity score5.05.0
Sparks · 30d00
Top themesbusiness intelligence, semantic layer, ai agents, mobiledata lakehouse, iceberg, data retention, governance
Last editorial update20h ago12h 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.

Read the full Lightdash trajectory →

What is OpenHouse?

OpenHouse adds time-zone-aware retention and per-database table caps.

OpenHouse ships small versioned releases straight from merged pull requests. On November 13 it shipped five: retention policies on string date columns can now take a time zone, operators can cap live tables per database with metrics on usage and rejections, view requests and operations are now audited in full, and two fixes make view property SET/UNSET and REPLACE behave. Earlier in November failed Spark maintenance jobs began exiting as failed.

Read the full OpenHouse trajectory →

Lightdash vs OpenHouse: editorial side-by-side

L
Lightdash
ANALYTICS
5.0

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.

O
OpenHouse
ANALYTICS
5.0

OpenHouse adds time-zone-aware retention and per-database table caps.

◆ Current state

OpenHouse ships small versioned releases straight from merged pull requests. On November 13 it shipped five: retention policies on string date columns can now take a time zone, operators can cap live tables per database with metrics on usage and rejections, view requests and operations are now audited in full, and two fixes make view property SET/UNSET and REPLACE behave. Earlier in November failed Spark maintenance jobs began exiting as failed.

◆ Where it's heading

OpenHouse is adding the controls a shared lakehouse needs at scale: quotas, audit trails and retention that matches business calendars. Views are getting the same governance tables already had.

◆ Prediction

Expect more views milestones after audit (the release is labeled Views M1), and further operator controls for quotas and maintenance.

Alternatives to Lightdash and OpenHouse

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 OpenHouse.

See all Lightdash alternatives → · See all OpenHouse alternatives →

Recent activity from Lightdash and OpenHouse

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 14h agoOpenHouseRetention policies on string date columns accept a time zone
  2. 16h agoOpenHouseOpenHouse adds an optional per-database table count limit
  3. 18h agoOpenHouseFix: ALTER VIEW UNSET now removes view properties
  4. 1d agoOpenHouseFix view REPLACE property validation
  5. 1d agoOpenHouseOpenHouse audits view requests and operations in full
  6. 3d agoLightdash📱 Lightdash Mobile
  7. 4d agoOpenHouseFailed Spark maintenance jobs now exit as failed
  8. 23d agoLightdash🧩 Chart Studio, now available for all cloud users
  9. 1mo agoLightdash🎓 Teach your AI agents reusable skills ⚡
  10. 1mo agoLightdash🪆 Explore nested and repeated columns
  11. 1mo agoLightdash✅ Promote, own, and find verified content
  12. 2mo agoLightdash🔌 Test your warehouse connection before you save it

Frequently asked questions

What is the difference between Lightdash and OpenHouse?

They serve adjacent needs but don't currently overlap on shipped themes. Lightdash and OpenHouse 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 OpenHouse?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Lightdash and OpenHouse 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 OpenHouse?

Top OpenHouse alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenHouse alternatives" section above for the current picks, or visit /alternatives/openhouse for the full list with editorial commentary on each.