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ThingsBoard vs Apache Superset

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

ThingsBoard vs Apache Superset: at a glance

FeatureThingsBoardApache Superset
SectorAnalyticsAnalytics
Velocity score0.05.0
Sparks · 30d00
Top themesiot, cve-remediation, ssrf, rule-enginehelm, packaging, deployment, release-cadence
Last editorial update3h ago6h ago
WebsiteVisit →Visit →

What is ThingsBoard?

An IoT platform whose release notes have become a CVE ledger

ThingsBoard ships every release twice — once on the 4.3 line and once as a 4.2 backport with an identical security section — and those security sections now dominate the notes, running to twenty or thirty CVEs per release. The recurring classes are telling: SSRF through AI model provider URLs, SSRF and file access escapes from the TBEL script sandbox, DNS rebinding bypasses, and access control on alarm comments. Feature work continues underneath, mostly IoT Hub integration and an Angular 20 UI migration.

Read the full ThingsBoard trajectory →

What is Apache Superset?

Superset's tracked feed is a Helm chart tag stream with no notes attached.

The feed being tracked carries Apache Superset's Helm chart releases rather than Superset itself. Six chart versions landed between mid-July and 10 August, walking 0.21.x up to 0.22.5, and every entry carries only the project's boilerplate one-line description. What actually changed in any given chart bump is not disclosed in the feed.

Read the full Apache Superset trajectory →

ThingsBoard vs Apache Superset: editorial side-by-side

T
ThingsBoard
ANALYTICS
0.0

An IoT platform whose release notes have become a CVE ledger

◆ Current state

ThingsBoard ships every release twice — once on the 4.3 line and once as a 4.2 backport with an identical security section — and those security sections now dominate the notes, running to twenty or thirty CVEs per release. The recurring classes are telling: SSRF through AI model provider URLs, SSRF and file access escapes from the TBEL script sandbox, DNS rebinding bypasses, and access control on alarm comments. Feature work continues underneath, mostly IoT Hub integration and an Angular 20 UI migration.

◆ Where it's heading

The platform is paying down the security cost of being extensible. TBEL scripting and user-configurable AI model endpoints are exactly the features that make ThingsBoard useful for industrial rule engines, and both are repeatedly the source of sandbox and SSRF findings — so the work has shifted to fencing them with allow-lists, opt-in SSRF protection and configurable security headers. Meanwhile the AI surface keeps growing, with structured output support spreading across more model providers.

◆ Prediction

The dual-branch pattern will hold, with 4.2 continuing to receive the same security sets as 4.3 until it reaches end of life; expect further hardening of the TBEL sandbox rather than new scripting capability.

A5.0

Superset's tracked feed is a Helm chart tag stream with no notes attached.

◆ Current state

The feed being tracked carries Apache Superset's Helm chart releases rather than Superset itself. Six chart versions landed between mid-July and 10 August, walking 0.21.x up to 0.22.5, and every entry carries only the project's boilerplate one-line description. What actually changed in any given chart bump is not disclosed in the feed.

◆ Where it's heading

Chart releases are arriving roughly weekly, which points to steady packaging maintenance underneath — image bumps, template corrections, values-file changes — rather than a visible product push. Because the feed publishes no notes, the deployment layer is the only Superset surface observable here. Anyone tracking application-level work needs the core repository, not this stream.

◆ Prediction

The cadence supports exactly one confident call: more chart point releases within weeks. The entries carry no content indicating what those bumps will contain.

Alternatives to ThingsBoard 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 ThingsBoard or Apache Superset.

See all ThingsBoard alternatives → · See all Apache Superset alternatives →

Recent activity from ThingsBoard and Apache Superset

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

  1. 11h agoApache Supersetsuperset-helm-chart-0.22.5
  2. 13d agoApache Supersetsuperset-helm-chart-0.22.4
  3. 17d agoApache Supersetsuperset-helm-chart-0.22.3
  4. 18d agoApache Supersetsuperset-helm-chart-0.22.2
  5. 19d agoApache Supersetsuperset-helm-chart-0.22.1
  6. 22d agoApache Supersetsuperset-helm-chart-0.22.0
  7. 1mo agoThingsBoard4.3.1.3 clears 25+ CVEs and adds IoT Hub integration
  8. 1mo agoThingsBoard4.2.2.3 backports the full 4.3.1.3 security set
  9. 2mo agoThingsBoard4.3.1.2 fences the TBEL sandbox and AI provider URLs against SSRF
  10. 2mo agoThingsBoard4.2.2.2 backports the TBEL sandbox and SSRF fixes
  11. 4mo agoThingsBoard4.3.1.1 adds configurable security headers and a rebinding allow-list
  12. 4mo agoThingsBoard4.2.2.1 backports security headers and CORS configuration

Frequently asked questions

What is the difference between ThingsBoard 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 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 ThingsBoard 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 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 ThingsBoard?

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