Countly
Countly runs a sustained security-hardening pass across its 24.05 and 25.03 lines
A side-by-side editorial comparison of Apache Superset and Cluvio — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Apache Superset | Cluvio |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 0.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | business-intelligence, release-candidate, helm, packaging | sql analytics, bi dashboards, usability polish, data exports |
| Last editorial update | 4h ago | 23h ago |
| Website | Visit → | — |
Apache Superset edges 6.1.0 toward release as helm packaging ships steadily
Superset's public changelog is dominated by release-candidate voting for 6.1.0 and routine helm-chart packaging bumps. The 6.1.0 line has moved through three release candidates since March, following the 6.0.1 patch in February. No major feature lands in this window; the visible activity is release mechanics, not product change.
Cluvio keeps sharpening the SQL-analyst workflow, and now lets you query files without a database.
Cluvio is a SQL-first BI tool methodically polishing the analyst loop: chart types, alerting, settings, and exports. The recent run leans heavily toward usability — redesigned preferences with country presets, a clearer datasource picker, and exports that now carry their own context. The one real capability expansion is Static Tables, which lets users query uploaded CSV and Excel files with SQL via an embedded DataFusion engine.
Superset's public changelog is dominated by release-candidate voting for 6.1.0 and routine helm-chart packaging bumps. The 6.1.0 line has moved through three release candidates since March, following the 6.0.1 patch in February. No major feature lands in this window; the visible activity is release mechanics, not product change.
The cadence points to 6.1.0 nearing a general-availability vote, with the helm chart tracking each version for Kubernetes deployment. Expect the RC sequence to converge on a final 6.1.0 cut.
A 6.1.0 GA release and a matching helm chart bump are the most likely next entries.
Cluvio is a SQL-first BI tool methodically polishing the analyst loop: chart types, alerting, settings, and exports. The recent run leans heavily toward usability — redesigned preferences with country presets, a clearer datasource picker, and exports that now carry their own context. The one real capability expansion is Static Tables, which lets users query uploaded CSV and Excel files with SQL via an embedded DataFusion engine.
Most recent work tightens existing surfaces rather than opening new ones — the product is maturing its core rather than chasing scope. The exception, querying files without a connected database, points to Cluvio positioning itself for ad-hoc analysis, not only dashboards over warehouses. Expect continued UX consolidation across settings, exports, and pickers, interleaved with occasional capability adds like new chart types.
Likely next moves are further build-out of Static Tables — more file formats or richer joins across uploads — alongside continued chart and alerting polish. The cadence reads as incremental shipping rather than a large directional pivot.
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 Cluvio.
Countly runs a sustained security-hardening pass across its 24.05 and 25.03 lines
Fulcrum hardens its field-collection core with cross-platform tracking and map fixes
Geckoboard is refining the dashboard itself — more filtering control and faster data.
Deepnote turns the notebook into shared context for AI coding agents
NocoDB is steadily expanding from a spreadsheet-database into a fuller project and data workspace.
Hex is reframing the notebook as a prompt-driven app builder and an agent that reaches into your stack.
See all Apache Superset alternatives → · See all Cluvio alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Cluvio is currently shipping more aggressively (velocity 5.0 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Cluvio is currently shipping more aggressively (velocity 5.0 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.
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.
Top Cluvio alternatives in Analytics are ranked by recent ship velocity. Browse the "Cluvio alternatives" section above for the current picks, or visit /alternatives/cluvio for the full list with editorial commentary on each.