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Apache Superset vs Mode Analytics

A side-by-side editorial comparison of Apache Superset and Mode Analytics — release velocity, themes, recent moves, and the top alternatives to consider.

Apache Superset vs Mode Analytics: at a glance

FeatureApache SupersetMode Analytics
SectorAnalyticsAnalytics
Velocity score5.02.5
Sparks · 30d00
Top themeshelm-chart, packaging, deployment, open-source-bibusiness intelligence, spreadsheet ui, cross-source joins, sql editor
Last editorial update1d ago3mo ago
WebsiteVisit →

What is Apache Superset?

Superset's feed tracks Helm chart tags, so the BI product itself stays invisible here.

Every entry in this feed is a Helm chart tag from the apache/superset repository, carrying no notes beyond a one-line project blurb. The chart has moved from 0.19.0 to 0.22.5 in about six weeks, a packaging cadence rather than an application one. Nothing here describes a change to Superset's dashboards, SQL Lab, or semantic layer.

Read the full Apache Superset trajectory →

What is Mode Analytics?

Mode is converging spreadsheets, SQL, Python, and cross-source joins into one analyst surface.

Mode is making its core report editor more flexible and analyst-friendly: a native Excel-style spreadsheet mode with 70+ formulas alongside SQL and Python, a Data Mashup capability for cross-warehouse joins without ETL, a substantially overhauled SQL editor, shareable filtered URLs, and granular per-viz downloads in white-label embeds. Admin-side governance has kept pace with admin-managed refresh schedules and automated data retention policies.

Read the full Mode Analytics trajectory →

Apache Superset vs Mode Analytics: editorial side-by-side

Apache Superset logo5.0

Superset's feed tracks Helm chart tags, so the BI product itself stays invisible here.

◆ Current state

Every entry in this feed is a Helm chart tag from the apache/superset repository, carrying no notes beyond a one-line project blurb. The chart has moved from 0.19.0 to 0.22.5 in about six weeks, a packaging cadence rather than an application one. Nothing here describes a change to Superset's dashboards, SQL Lab, or semantic layer.

◆ Where it's heading

The chart is being cut on a fast, small-increment schedule — five patches inside 0.22.x in under three weeks. That pattern usually reflects deployment plumbing being tuned against a moving upstream image rather than any single problem being chased. Until the crawl points at the release notes for Superset itself, this feed will keep reporting packaging motion and nothing about the product.

◆ Prediction

Expect continued 0.22.x patch tags at a similar pace, with a 0.23.0 chart bump likely when the next Superset application release lands. The entries themselves will stay note-free unless the project starts populating chart release bodies.

M2.5

Mode is converging spreadsheets, SQL, Python, and cross-source joins into one analyst surface.

◆ Current state

Mode is making its core report editor more flexible and analyst-friendly: a native Excel-style spreadsheet mode with 70+ formulas alongside SQL and Python, a Data Mashup capability for cross-warehouse joins without ETL, a substantially overhauled SQL editor, shareable filtered URLs, and granular per-viz downloads in white-label embeds. Admin-side governance has kept pace with admin-managed refresh schedules and automated data retention policies.

◆ Where it's heading

Mode is doubling down on the 'one workspace for SQL, Python, and spreadsheets' positioning at a moment when most BI tools are picking a lane. The cross-source Data Mashup is the more strategic bet — it positions Mode as a thin governance/analysis layer sitting above multiple warehouses, useful in shops with fragmented data infrastructure. White-label embedding work hints at continued investment in the analytics-for-customers segment.

◆ Prediction

Expect AI/copilot features to layer onto the new SQL editor and spreadsheet surfaces (natural-language query, formula suggestion), and Data Mashup to graduate from invite-only to GA with notebook-output and CSV/Excel sources following. White-label embeds are a likely target for richer customer-facing interactivity given Mode's product-analytics-embed customer base.

Alternatives to Apache Superset and Mode Analytics

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 Apache Superset or Mode Analytics.

See all Apache Superset alternatives → · See all Mode Analytics alternatives →

Recent activity from Apache Superset and Mode Analytics

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

  1. 1d agoApache Supersetsuperset-helm-chart-0.22.5
  2. 15d agoApache Supersetsuperset-helm-chart-0.22.4
  3. 18d agoApache Supersetsuperset-helm-chart-0.22.3
  4. 20d agoApache Supersetsuperset-helm-chart-0.22.2
  5. 21d agoApache Supersetsuperset-helm-chart-0.22.1
  6. 24d agoApache Supersetsuperset-helm-chart-0.22.0
  7. 3mo agoMode AnalyticsNative spreadsheet mode lands in Mode reports
  8. 5mo agoMode AnalyticsWhite Label Embeds : Per-Visualization Data Downloads
  9. 5mo agoMode AnalyticsData Mashup enables cross-source SQL joins in one report
  10. 6mo agoMode AnalyticsNew and Improved SQL Editor
  11. 9mo agoMode AnalyticsIntroducing Shareable Report Views
  12. 10mo agoMode AnalyticsImport Notebook files directly

Frequently asked questions

What is the difference between Apache Superset and Mode Analytics?

They serve adjacent needs but don't currently overlap on shipped themes. Apache Superset is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Apache Superset better than Mode Analytics?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Superset is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 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/apache-superset for the full list with editorial commentary on each.

What are the best alternatives to Mode Analytics?

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