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Apache Druid vs Countly

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

Apache Druid vs Countly: at a glance

FeatureApache DruidCountly
SectorAnalytics, Infra & APIsAnalytics
Velocity score0.05.0
Sparks · 30d00
Top themesreal-time-analytics, apache-project, quarterly-releases, upgrade-compatibilityproduct-analytics, self-hosted, security-patches, api tokens
Last editorial update3mo ago2d ago
WebsiteVisit →Visit →

What is Apache Druid?

Druid ships a large major roughly every quarter and lets the release notes do the talking.

The feed alternates release-candidate tags with the majors they become: 35.0.1 in December, 36.0.0 in February, 37.0.0 in May. The majors are big and diffuse — 37.0.0 counts over 255 changes from 29 contributors, 36.0.0 over 189 from 34 — and are summarised by contributor counts and pointers to upgrade notes rather than headline features. The one patch in the window fixed segment-drop file descriptors leaking until process exit, which is the kind of detail that tells you who runs this: operators with long-lived clusters.

Read the full Apache Druid trajectory →

What is Countly?

Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.

Countly 25.03.58 is a security-heavy patch for the 25.03 line. App-restricted tokens must now declare their permissions, password changes and member lockouts revoke tokens, single-use tokens and reset links work once even under concurrency, and login failures count per account regardless of username casing. It also tightens access to dashboards, dbviewer and exports, and fixes file migration, remote-config targeting and star-rating widgets.

Read the full Countly trajectory →

Apache Druid vs Countly: editorial side-by-side

Apache Druid logo
Apache Druid
ANALYTICSINFRA · APIS
0.0

Druid ships a large major roughly every quarter and lets the release notes do the talking.

◆ Current state

The feed alternates release-candidate tags with the majors they become: 35.0.1 in December, 36.0.0 in February, 37.0.0 in May. The majors are big and diffuse — 37.0.0 counts over 255 changes from 29 contributors, 36.0.0 over 189 from 34 — and are summarised by contributor counts and pointers to upgrade notes rather than headline features. The one patch in the window fixed segment-drop file descriptors leaking until process exit, which is the kind of detail that tells you who runs this: operators with long-lived clusters.

◆ Where it's heading

This is a mature Apache project on a predictable cadence, where each release aggregates hundreds of contributions instead of pursuing a theme. Every major carries explicit incompatible-changes and upgrade notes, so compatibility management is treated as a first-class part of shipping. Nothing in the feed points toward a directional shift; the signal is steadiness.

◆ Prediction

On this cadence the next major and its release candidate are due within a quarter of 37.0.0, likely with a similar volume of changes. What those changes contain cannot be inferred — the entries deliberately defer detail to the linked notes.

C
Countly
ANALYTICS
5.0

Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.

◆ Current state

Countly 25.03.58 is a security-heavy patch for the 25.03 line. App-restricted tokens must now declare their permissions, password changes and member lockouts revoke tokens, single-use tokens and reset links work once even under concurrency, and login failures count per account regardless of username casing. It also tightens access to dashboards, dbviewer and exports, and fixes file migration, remote-config targeting and star-rating widgets.

◆ Where it's heading

The 25.03 LTS line keeps absorbing security work at a fast clip: an upstream Node CVE, certificate distrust, and now a sweep of Countly's own token and permission model. Feature work stays in enterprise licensing and journeys, while LTS releases mostly harden what exists.

◆ Prediction

Expect a matching 24.05 backport of the token and permission fixes. Token owners may also need migration guidance, since existing app-restricted tokens without permissions are now limited to their owner's rights.

Alternatives to Apache Druid and Countly

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 Druid or Countly.

See all Apache Druid alternatives → · See all Countly alternatives →

Recent activity from Apache Druid and Countly

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

  1. 2d agoCountlyCountly 25.03.58: token scoping, revocation and access fixes
  2. 3d agoCountlyCountly 25.03.57-LTS distrusts emSign roots, fixes A/B setup
  3. 6d agoCountlyCountly 25.03.56-LTS: Node CVE patch, licence overdue banner
  4. 17d agoCountlyCountly 25.03.55: throttled active-user refresh, explicit DB names
  5. 29d agoCountly24.05.54: data-manager merge and logging fixes
  6. 1mo agoCountly25.03.54: License v2 entitlements and journey charts
  7. 5mo agoApache DruidDruid 37.0.0
  8. 6mo agoApache Druiddruid-37.0.0-rc1
  9. 8mo agoApache DruidDruid 36.0.0
  10. 8mo agoApache Druiddruid-36.0.0-rc1
  11. 10mo agoApache DruidDruid 35.0.1
  12. 10mo agoApache Druiddruid-35.0.1-rc2

Frequently asked questions

What is the difference between Apache Druid and Countly?

They serve adjacent needs but don't currently overlap on shipped themes. Countly 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.

Is Apache Druid better than Countly?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Countly 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.

What are the best alternatives to Apache Druid?

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

What are the best alternatives to Countly?

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