Lightdash
Lightdash ships AI-described custom chart types and a content governance overhaul in one week
Comparison · Analytics
Hex vs ThingsBoard
A side-by-side editorial comparison of Hex and ThingsBoard — release velocity, themes, recent moves, and the top alternatives to consider.
Hex vs ThingsBoard: at a glance
| Feature | Hex | ThingsBoard |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 5.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | analytics, ai-agents, data-science, agentic-workflows | iot-platform, security-hardening, edge-computing, ai-integration |
| Last editorial update | 1d ago | 13d ago |
| Website | — | Visit → |
What is Hex?
Hex's chat agent can now build and publish Hex projects — analytics is going fully agentic.
Hex has crossed from AI-assisted analysis into AI-driven analytics: the platform's agent can now create Hex projects directly from chat, publish versioned eval suites, and operate end-to-end across the CLI and API. The last six weeks have added BYOK AI providers, direct code editing in generative apps, and CSV scheduling — each release expanding what the agent can autonomously do rather than assist with.
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.
Hex vs ThingsBoard: editorial side-by-side
Hex
6.3ANALYTICS
Hex's chat agent can now build and publish Hex projects — analytics is going fully agentic.
◆ Current state
Hex has crossed from AI-assisted analysis into AI-driven analytics: the platform's agent can now create Hex projects directly from chat, publish versioned eval suites, and operate end-to-end across the CLI and API. The last six weeks have added BYOK AI providers, direct code editing in generative apps, and CSV scheduling — each release expanding what the agent can autonomously do rather than assist with.
◆ Where it's heading
Hex is building an agentic analytics platform where humans set objectives and the AI builds, iterates, and publishes the work. The emerging architecture — eval suites, approval gates, model choice, Slack-native agent, CLI API access — mirrors enterprise software delivery pipelines, with Hex as the execution layer for data products.
◆ Prediction
Hex will likely add agent-to-agent composability or workflow triggers so Generative Apps can call each other; the eval suite versioning and skip-approval capabilities point directly at automated, approval-gated data pipelines.
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.
Alternatives to Hex and ThingsBoard
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 Hex or ThingsBoard.
OpenHouse
OpenHouse's Iceberg view support hits a production compatibility snag, pausing the first major scope expansion
Plausible
Plausible builds a dedicated AI referral channel as ChatGPT and Claude become measurable traffic sources
dbt Core
dbt 2.0 ships — proprietary binary forks from dbt-oss as AI agent skills land
Keboola
Keboola's AI data assistant Kai reaches GA for multi-tenant customers, with MCP one-click login simplifying AI tool access across projects.
Cribl
Cribl Stream patches five 4.20.0 regressions while quietly shrinking its SDK surface.
See all Hex alternatives → · See all ThingsBoard alternatives →
Recent activity from Hex and ThingsBoard
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoHexExplore and share insights from Generative Apps
- 9d agoHexPublish eval suites, skip approvals, and build Hex projects from your chat agent ⚡
- 13d agoThingsBoardThingsBoard 4.3.1.5: CVE batch + edge sync fixes
- 13d agoThingsBoardThingsBoard 4.2.2.5: LTS security backport
- 14d agoHexMore control over Generative app iteration
- 28d agoThingsBoardThingsBoard 4.3.1.4 Release
- 28d agoThingsBoardThingsBoard 4.2.2.4 Release
- 28d agoHexChart controls and easier collaboration
- 1mo agoHexStart building an app right from your conversation
- 1mo agoHexTune how the agent runs
- 2mo agoThingsBoardThingsBoard 4.3.1.3 Release
- 2mo agoThingsBoardThingsBoard 4.2.2.3 Release
Frequently asked questions
What is the difference between Hex and ThingsBoard?
They serve adjacent needs but don't currently overlap on shipped themes. Hex is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 Hex better than ThingsBoard?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hex is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 Hex?
Top Hex alternatives in Analytics are ranked by recent ship velocity. Browse the "Hex alternatives" section above for the current picks, or visit /alternatives/hex for the full list with editorial commentary on each.
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.