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Comparison · Analytics

Marquez vs Fulcrum

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

Marquez vs Fulcrum: at a glance

FeatureMarquezFulcrum
SectorAnalyticsAnalytics
Velocity score0.06.3
Sparks · 30d00
Top themesopenlineage, data-lineage, observability, metadatafield data collection, gps, mcp, mobile
Last editorial update3mo ago21h ago
WebsiteVisit →—

What is Marquez?

Marquez spent 2024 turning a lineage store into a UI, then stopped releasing

Marquez is the reference metadata server for OpenLineage, and this window captures a concentrated push on its web interface: a column-lineage page and redesigned lineage graph in 0.45.0, data quality and job status displays in 0.47.0, and a data observability dashboard in 0.50.0 showing event stats over 24-hour and 7-day windows with per-source, per-dataset and per-job views. The API side moved in step — job tagging, dataset schema versions, paging on jobs and dataset versions, job-to-job lineage, richer metrics labels. One contributor accounts for nearly all the web work in these entries. Note that the 0.45 through 0.49 releases were all stamped within three minutes of each other and in reverse version order, so publication timestamps here do not reflect release order.

Read the full Marquez 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 →

Marquez vs Fulcrum: editorial side-by-side

M
Marquez
ANALYTICS
0.0

Marquez spent 2024 turning a lineage store into a UI, then stopped releasing

◆ Current state

Marquez is the reference metadata server for OpenLineage, and this window captures a concentrated push on its web interface: a column-lineage page and redesigned lineage graph in 0.45.0, data quality and job status displays in 0.47.0, and a data observability dashboard in 0.50.0 showing event stats over 24-hour and 7-day windows with per-source, per-dataset and per-job views. The API side moved in step — job tagging, dataset schema versions, paging on jobs and dataset versions, job-to-job lineage, richer metrics labels. One contributor accounts for nearly all the web work in these entries. Note that the 0.45 through 0.49 releases were all stamped within three minutes of each other and in reverse version order, so publication timestamps here do not reflect release order.

◆ Where it's heading

The arc is a backend project growing a front end: lineage data that existed in the API was progressively given pages, panels and paging, and by 0.50.0 the framing had shifted from lineage graph to observability dashboard. Tagging deepened in the same period, moving from dataset tags to field-level tags to job tags. That arc stops abruptly — 0.50.0 in October 2024 is the last entry, with nothing published in the roughly two years since.

◆ Prediction

The entries give no roadmap signal past 0.50.0, and the job-to-job lineage change was explicitly framed as a prompt for a wider parent/child hierarchy discussion that no later release picks up, so that hierarchy work is best read as unfinished rather than planned.

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 Marquez 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 Marquez or Fulcrum.

See all Marquez alternatives → · See all Fulcrum alternatives →

Recent activity from Marquez 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. 8d agoFulcrumWeb: MCP sign-in with OAuth (alpha), GPS capture on repeatables
  6. 9d agoFulcrumAndroid 2610.3.0: Follow Mode rotation and photo stability fixes
  7. 2y agoMarquezMarquez 0.50.0 adds a data observability dashboard
  8. 2y agoMarquezMarquez 0.45.0 ships a column lineage page and redesigned graph
  9. 2y agoMarquezMarquez 0.46.0 cleans up the UI and fixes streaming terminal events
  10. 2y agoMarquezMarquez 0.47.0 adds data quality and job status views, job tagging
  11. 2y agoMarquezMarquez 0.49.0 adds job-to-job lineage to the API
  12. 2y agoMarquezMarquez 0.48.0 adds paging and dataset schema versions

Frequently asked questions

What is the difference between Marquez and Fulcrum?

They serve adjacent needs but don't currently overlap on shipped themes. Fulcrum is currently shipping more aggressively (velocity 6.3 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 Marquez 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 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 Marquez?

Top Marquez alternatives in Analytics are ranked by recent ship velocity. Browse the "Marquez alternatives" section above for the current picks, or visit /alternatives/marquez 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.