Hex
Hex is rebuilding analytics around an agent — now an MCP client that pulls context from anywhere.
Comparison · Analytics
Fathom Analytics vs Apache Superset
A side-by-side editorial comparison of Fathom Analytics and Apache Superset — release velocity, themes, recent moves, and the top alternatives to consider.
Fathom Analytics vs Apache Superset: at a glance
What is Fathom Analytics?
Fathom rebuilds its query engine and bolts on Search Console, reaching for GA4's lunch.
Fathom shipped a complete analytics-engine rebuild in March 2026, paired with secondary dimensions, faster queries, and more accurate time-on-page measurement. The product is closing the feature gap with mainstream analytics tools while keeping its cookie-free, privacy-first stance. Recent additions — Google Search Console integration, entry/exit pages, dashboard ZIP exports, and a fresh layer of bot detection — directly target reasons users still keep GA4 open in another tab.
What is Apache Superset?
Superset's public feed is all Helm-chart packaging — the 6.x product work sits behind release votes
What this feed surfaces for Superset is almost entirely Helm-chart version bumps and Apache release-vote threads, not application-level changelog. The substantive work — the 6.1.0 release candidates — appears only as PMC voting emails. Day-to-day, the visible cadence is chart packaging for Kubernetes operators.
Fathom Analytics vs Apache Superset: editorial side-by-side
Fathom Analytics
1.3ANALYTICS
Fathom rebuilds its query engine and bolts on Search Console, reaching for GA4's lunch.
◆ Current state
Fathom shipped a complete analytics-engine rebuild in March 2026, paired with secondary dimensions, faster queries, and more accurate time-on-page measurement. The product is closing the feature gap with mainstream analytics tools while keeping its cookie-free, privacy-first stance. Recent additions — Google Search Console integration, entry/exit pages, dashboard ZIP exports, and a fresh layer of bot detection — directly target reasons users still keep GA4 open in another tab.
◆ Where it's heading
The roadmap is clearly aimed at making Fathom a viable single-pane replacement for Google Analytics rather than a privacy-first complement to it. Expect continued investment in detection accuracy, reporting depth (custom exports, secondary dimensions), and Google-side integrations. The new analytics engine is foundational — it is what makes the next layer of features possible.
◆ Prediction
Next likely moves are deeper UTM and campaign analytics, an experimentation or goals-funnel surface, and tighter agency tooling that builds on self-serve site transfer and shared-dashboard exports.
Apache Superset
5.0ANALYTICS
Superset's public feed is all Helm-chart packaging — the 6.x product work sits behind release votes
◆ Current state
What this feed surfaces for Superset is almost entirely Helm-chart version bumps and Apache release-vote threads, not application-level changelog. The substantive work — the 6.1.0 release candidates — appears only as PMC voting emails. Day-to-day, the visible cadence is chart packaging for Kubernetes operators.
◆ Where it's heading
The chart releases are clustering tightly (four 0.17.x patches in two days), which signals active deployment-side iteration ahead of a 6.1.0 cut still moving through release-candidate votes. The product direction itself isn't legible from these entries — the feed is pointed at the chart repo, not the changelog.
◆ Prediction
Expect 6.1.0 to graduate from rc to a tagged release once the vote passes, followed by a corresponding chart bump. The chart-patch cadence likely continues in the meantime.
Alternatives to Fathom Analytics and Apache Superset
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 Fathom Analytics or Apache Superset.
Fulcrum
Fulcrum is in steady maintenance mode, polishing its field-mapping and mobile data-capture core.
Lightdash
Lightdash keeps sanding down the edges of self-serve BI, chart by chart.
Apify
Apify is rebuilding the Actor platform as MCP-first agent infrastructure.
Apache Superset
Duplicate Apache Superset row — same Helm-chart packaging feed, no distinct product signal
Tinybird
Tinybird funnels customers from Classic to Forward while widening connectors and SDK coverage.
See all Fathom Analytics alternatives → · See all Apache Superset alternatives →
Recent activity from Fathom Analytics and Apache Superset
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoApache SupersetHelm chart 0.17.3 (packaging bump)
- 4d agoApache SupersetHelm chart 0.17.2 (packaging bump)
- 4d agoApache SupersetHelm chart 0.17.1 (packaging bump)
- 5d agoApache SupersetHelm chart 0.17.0 (packaging bump)
- 10d agoApache SupersetHelm chart 0.16.2 (packaging bump)
- 10d agoApache SupersetHelm chart 0.16.1 (packaging bump)
- 2mo agoFathom AnalyticsA new layer of bot detection to keep your analytics accurate and free from non-human traffic
- 2mo agoFathom AnalyticsTrial signup landing page (not a changelog entry)
- 3mo agoFathom AnalyticsSee where visitors land when they arrive at your site and where they leave from — right on your dashboard
- 3mo agoFathom AnalyticsWe rebuilt the analytics engine behind your Fathom dashboard from the ground up. ⚡
- 4mo agoFathom AnalyticsSee which search terms people use to find your site in search results, right inside your Fathom dashboard ⚡
- 4mo agoFathom AnalyticsUpdates and improvements to Fathom Analytics for February 2026
Frequently asked questions
What is the difference between Fathom Analytics and Apache Superset?
They serve adjacent needs but don't currently overlap on shipped themes. Apache Superset is currently shipping more aggressively (velocity 5.0 vs 1.3), 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 Fathom Analytics better than Apache Superset?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Superset is currently shipping more aggressively (velocity 5.0 vs 1.3), 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 Fathom Analytics?
Top Fathom Analytics alternatives in Analytics are ranked by recent ship velocity. Browse the "Fathom Analytics alternatives" section above for the current picks, or visit /alternatives/fathom-analytics for the full list with editorial commentary on each.
What are the best alternatives to Apache Superset?
Top Apache Superset alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Superset alternatives" section above for the current picks, or visit /alternatives/superset for the full list with editorial commentary on each.