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Comparison · Analytics

Lightdash vs Fulcrum

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

Shared themes:mobile

Lightdash vs Fulcrum: at a glance

FeatureLightdashFulcrum
SectorAnalyticsAnalytics
Velocity score5.06.3
Sparks · 30d00
Top themesbusiness intelligence, semantic layer, ai agents, mobilefield data collection, gps, mcp, mobile
Last editorial update20h ago21h ago
Website——

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 Fulcrum?

Fulcrum ships Follow Mode to iOS and Android and tightens MCP sign-in.

Fulcrum, a field data collection platform, released Follow Mode on iOS and Android 2611.0.0, keeping the map centred on the collector, and Android now accepts a required GPS accuracy as fine as 0.1 m. The weekly web release redesigned the MCP authorization page to show the requesting client and organization, and fixed blank Report Builder PDFs and App MCP form validation. The Insights AI assistant opened to all customers in October.

Read the full Fulcrum trajectory →

Lightdash vs Fulcrum: 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.

F
Fulcrum
ANALYTICS
6.3

Fulcrum ships Follow Mode to iOS and Android and tightens MCP sign-in.

◆ Current state

Fulcrum, a field data collection platform, released Follow Mode on iOS and Android 2611.0.0, keeping the map centred on the collector, and Android now accepts a required GPS accuracy as fine as 0.1 m. The weekly web release redesigned the MCP authorization page to show the requesting client and organization, and fixed blank Report Builder PDFs and App MCP form validation. The Insights AI assistant opened to all customers in October.

◆ Where it's heading

Two tracks continue: precision GPS for field crews, with external receivers and accuracy settings, and controlled access for outside AI assistants through the MCP server. Most releases are fixes on a weekly mobile and web cadence.

◆ Prediction

Expect the GPS integration to leave beta and the MCP server to move past alpha with OAuth as the default sign-in.

Alternatives to Lightdash and Fulcrum

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 Fulcrum.

See all Lightdash alternatives → · See all Fulcrum alternatives →

Recent activity from Lightdash and Fulcrum

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

  1. 1d agoFulcrumWeb: clearer MCP consent page, blank PDF and form fixes
  2. 1d agoFulcrumiOS 2611.0.0 brings Follow Mode and a rebuild for iOS 27
  3. 1d agoFulcrumAndroid 2611.0.0 adds Follow Mode and 0.1 m accuracy setting
  4. 2d agoFulcrumNew! Follow Mode
  5. 3d agoLightdash📱 Lightdash Mobile
  6. 8d agoFulcrumWeb: MCP sign-in with OAuth (alpha), GPS capture on repeatables
  7. 9d agoFulcrumAndroid 2610.3.0: Follow Mode rotation and photo stability fixes
  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 Fulcrum?

Both compete on the same themes — mobile — within Analytics. Fulcrum is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 Lightdash better than Fulcrum?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Fulcrum is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 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 Fulcrum?

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