Fulcrum
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
Comparison · Analytics
ThingsBoard vs Holistics
A side-by-side editorial comparison of ThingsBoard and Holistics — release velocity, themes, recent moves, and the top alternatives to consider.
ThingsBoard vs Holistics: at a glance
What is ThingsBoard?
ThingsBoard patches aggressively across two release lines while quietly adding IoT Hub and AI model support.
ThingsBoard is in sustained patch mode across 4.2.x (LTS) and 4.3.x (current), resolving dozens of CVEs per release cycle. Beneath the security churn, the 4.3.x line has accumulated real additions since spring: IoT Hub integration, AI model structured output support for multiple providers, LZ4 Kafka compression, automatic SSL cert reload without restarts, and an HTML container widget. The dual-track model shows an enterprise customer base that demands long-term stability alongside continuous development.
What is Holistics?
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
Holistics is in an active multi-track build across three distinct areas: AI governance (trace AI-triggered queries, per-user MCP access, data redaction for AI), self-service intelligence (anomaly detection, root-cause analysis), and a UX overhaul (new universal sidebar, dark mode). The pace is 3–5 releases per week with a high proportion of user-visible changes.
ThingsBoard vs Holistics: editorial side-by-side
ThingsBoard
5.0ANALYTICS
ThingsBoard patches aggressively across two release lines while quietly adding IoT Hub and AI model support.
◆ Current state
ThingsBoard is in sustained patch mode across 4.2.x (LTS) and 4.3.x (current), resolving dozens of CVEs per release cycle. Beneath the security churn, the 4.3.x line has accumulated real additions since spring: IoT Hub integration, AI model structured output support for multiple providers, LZ4 Kafka compression, automatic SSL cert reload without restarts, and an HTML container widget. The dual-track model shows an enterprise customer base that demands long-term stability alongside continuous development.
◆ Where it's heading
The parallel LTS and current release trains signal a maturing platform with paying enterprise customers who cannot absorb breaking changes. The AI model integration thread — structured outputs, Vertex AI location routing — suggests ThingsBoard is building a rule-engine layer that can route telemetry decisions through LLMs, not just static rules. This points toward an edge-to-AI data fabric positioning rather than dashboarding alone.
◆ Prediction
The next substantive release will likely deepen the AI rule-engine integration with more providers or an agent-style action node. The IoT Hub connector introduced in 4.3.1.3 will likely be backported to 4.2.x once stabilized. Security patch cadence will continue regardless.
Holistics
8.8ANALYTICS
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
◆ Current state
Holistics is in an active multi-track build across three distinct areas: AI governance (trace AI-triggered queries, per-user MCP access, data redaction for AI), self-service intelligence (anomaly detection, root-cause analysis), and a UX overhaul (new universal sidebar, dark mode). The pace is 3–5 releases per week with a high proportion of user-visible changes.
◆ Where it's heading
Two directions are clearly compounding. First, AI governance — each release adds a new layer of admin control or observability over how AI agents access data, positioning Holistics for enterprise buyers who need to audit AI behavior in the warehouse. Second, Markdown as data catalog — integrating documentation directly with models and dashboards points toward a data layer where docs live in code rather than a separate UI. The navigation overhaul clears the UX runway for both.
◆ Prediction
Holistics will continue deepening AI observability (attribution, access controls, and data redaction all shipped within weeks suggest a coordinated feature set) and extend the Markdown-as-data-catalog concept toward lineage visualization or schema documentation enforcement.
Alternatives to ThingsBoard and Holistics
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 Holistics.
dbt Core
dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
OpenHouse
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
Lightdash
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Keboola
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Omni
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
See all ThingsBoard alternatives → · See all Holistics alternatives →
Recent activity from ThingsBoard and Holistics
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 15h agoHolisticsUniversal sidebar replaces header-based navigation across the whole app
- 2d agoHolisticsð Trace AI-triggered queries and jobs ⚡
- 2d agoHolisticsDashboard theme follows system light/dark preference
- 5d agoThingsBoardThingsBoard 4.3.1.5: CVE batch + edge sync fixes
- 5d agoThingsBoardThingsBoard 4.2.2.5: LTS security backport
- 6d agoHolisticsCanvas Dashboard requires explicit interaction list; no implicit connections assumed
- 8d agoHolisticsMarkdown docs become first-class objects linked to models, datasets, and dashboards ⚡
- 9d agoHolisticsPer-user MCP access control, separate from in-app AI access
- 20d agoThingsBoardThingsBoard 4.3.1.4 Release
- 20d agoThingsBoardThingsBoard 4.2.2.4 Release
- 2mo agoThingsBoardThingsBoard 4.3.1.3 Release
- 2mo agoThingsBoardThingsBoard 4.2.2.3 Release
Frequently asked questions
What is the difference between ThingsBoard and Holistics?
They serve adjacent needs but don't currently overlap on shipped themes. Holistics is currently shipping more aggressively (velocity 8.8 vs 5.0), with 2 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 Holistics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Holistics is currently shipping more aggressively (velocity 8.8 vs 5.0), with 2 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 Holistics?
Top Holistics alternatives in Analytics are ranked by recent ship velocity. Browse the "Holistics alternatives" section above for the current picks, or visit /alternatives/holistics for the full list with editorial commentary on each.