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Comparison · Analytics
Usermaven vs ThingsBoard
A side-by-side editorial comparison of Usermaven and ThingsBoard — release velocity, themes, recent moves, and the top alternatives to consider.
Usermaven vs ThingsBoard: at a glance
| Feature | Usermaven | ThingsBoard |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 7.5 | 0.0 |
| Sparks · 30d | 2 | 0 |
| Top themes | mcp, product-analytics, attribution, data-quality | iot, cve-remediation, ssrf, rule-engine |
| Last editorial update | 2d ago | 3h ago |
| Website | — | Visit → |
What is Usermaven?
Usermaven is turning product analytics into something you query by chat and feed from anywhere.
Usermaven spent the spring consolidating its analysis surface, pulling Funnels, Journeys, Trends and Retention into a single Analytics Hub and adding a command bar over the top. The last six weeks changed what the product ingests and how it is queried. Event Sources brings conversion events from payment providers, CRMs and spreadsheets in as native events with identity resolution and revenue attribution. The August release adds a public MCP server, a Measurement Trust Center that scores workspace data health, an AI traffic dashboard, and an expanded developer API.
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.
Usermaven vs ThingsBoard: editorial side-by-side
Usermaven
7.5ANALYTICS
Usermaven is turning product analytics into something you query by chat and feed from anywhere.
◆ Current state
Usermaven spent the spring consolidating its analysis surface, pulling Funnels, Journeys, Trends and Retention into a single Analytics Hub and adding a command bar over the top. The last six weeks changed what the product ingests and how it is queried. Event Sources brings conversion events from payment providers, CRMs and spreadsheets in as native events with identity resolution and revenue attribution. The August release adds a public MCP server, a Measurement Trust Center that scores workspace data health, an AI traffic dashboard, and an expanded developer API.
◆ Where it's heading
Two constraints on a web analytics tool are being removed in sequence: that it only sees what happens on the website, and that you have to sit in its interface to ask it anything. Event Sources handles the first, making offline and third-party conversions first-class rather than imported footnotes. The MCP server handles the second, moving the query surface into whatever assistant the analyst already uses. The Measurement Trust Center is the tell that the company knows both moves raise the stakes on data quality, since a chat interface will confidently answer from bad data.
◆ Prediction
The AI traffic dashboard and the MCP server point at the same customer question, so expect AI-referral attribution to get deeper treatment as a first-class channel rather than a dashboard. The Measurement Trust Center score is the kind of thing that ends up gating or annotating results elsewhere in the product.
ThingsBoard
0.0ANALYTICS
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.
Alternatives to Usermaven 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 Usermaven or ThingsBoard.
Apache Drill
A SQL-on-anything engine shipping rarely, but each release widens what it can reach
Apache Superset
Superset's tracked feed is a Helm chart tag stream with no notes attached.
ApexCharts
Three releases in three weeks moved ApexCharts from free library to gated open-core.
Graphite
Graphite's answer to its own CVE backlog is a pre-release nobody calls official.
Cortex
Cortex is betting on Parquet block storage and graduating years of experimental features.
See all Usermaven alternatives → · See all ThingsBoard alternatives →
Recent activity from Usermaven and ThingsBoard
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoUsermaven🤖 Usermaven now speaks MCP: connect your workspace to any AI client ⚡
- 12d agoUsermaven🧩 Introducing Event Sources: The other half of your growth story ⚡
- 1mo agoUsermavenCommand bar and unified Funnels, Trends, Journeys, Retention
- 1mo agoThingsBoard4.3.1.3 clears 25+ CVEs and adds IoT Hub integration
- 1mo agoThingsBoard4.2.2.3 backports the full 4.3.1.3 security set
- 1mo agoUsermaven🚀 Meet Analytics Hub: A new way to explore analytics in Usermaven
- 2mo agoThingsBoard4.3.1.2 fences the TBEL sandbox and AI provider URLs against SSRF
- 2mo agoThingsBoard4.2.2.2 backports the TBEL sandbox and SSRF fixes
- 2mo agoUsermavenRevamped Trends with live previews and better CSV exports
- 4mo agoUsermavenMeta Conversions API, Google sign-in, and sharing controls
- 4mo agoThingsBoard4.3.1.1 adds configurable security headers and a rebinding allow-list
- 4mo agoThingsBoard4.2.2.1 backports security headers and CORS configuration
Frequently asked questions
What is the difference between Usermaven and ThingsBoard?
They serve adjacent needs but don't currently overlap on shipped themes. Usermaven is currently shipping more aggressively (velocity 7.5 vs 0.0), 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 Usermaven better than ThingsBoard?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Usermaven is currently shipping more aggressively (velocity 7.5 vs 0.0), 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 Usermaven?
Top Usermaven alternatives in Analytics are ranked by recent ship velocity. Browse the "Usermaven alternatives" section above for the current picks, or visit /alternatives/usermaven 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.