Best IoT Analytics Software in 2026
Updated
In short: ThingsBoard is ranked #1 of 22 as of 4 October 2026, ahead of InfluxDB and Ubidots. The best-ranked option with a free plan is InfluxDB. The lowest first paid tier on this page is Kaa IoT Platform at $9.99/mo.
Connected-device data can call for different approaches to analysis, querying, and monitoring. Compare stream processing and SQL querying, then look at custom dashboards and machine learning tools. Anomaly detection, data retention, and device limit add other dimensions to consider, while free-plan availability and paid-from pricing help frame cost. ThingsBoard heads the ranking, with InfluxDB and Ubidots next; Zoho IoT and TagoIO follow among the early entries. Weigh these criteria against the data and device needs you are assessing.
22 IoT analytics software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
#1 ThingsBoard Top pick · 8.2 Free plan · $39/mo
#2 InfluxDB Runner-up · 7.9 
#3 Ubidots Also great · 7.7 Free plan · $99/mo- Free planFree trial AndroidapiiOSLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
- Paid from
- 49 /mo
- Device limit
- 50 devices
- Data retention
- 60 days
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms$39/mofirst paid tier About ThingsBoardVisit site - Free planFree trial apiLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free planFree trial AndroidapiiOSWeb
- Free plan
- Yes
- Paid from
- 99 /mo
- Device limit
- 50 devices
- Data retention
- 180 days
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms$99/mofirst paid tier About UbidotsVisit site - Free plan AndroidapiiOSWeb
- Free plan
- Yes
- Paid from
- 49 /mo
- Device limit
- 100 devices
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms$49/mofirst paid tier About TagoIOVisit site - Free plan apiLinuxmacOSself-hostedWebWindows
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms$281.25/mofirst paid tier About TDengineVisit site - Free trial AndroidapiiOSWeb
- Free plan
- Yes
- Device limit
- 25 devices
- Data retention
- 180 days
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan AndroidapiiOSWeb
- Free plan
- Yes
- Device limit
- 25 devices
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms€25/mofirst paid tier About DatacakeVisit site - Free plan Web
- Free plan
- Yes
- Paid from
- 9.99 /mo
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms$9.99/mofirst paid tier About Kaa IoT PlatformVisit site - Free plan apiself-hostedWeb
- Free plan
- Yes
- Paid from
- 250 /mo
- Device limit
- 1,000 devices
- Data retention
- 90 days
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms$250/mofirst paid tier About Losant Enterprise IoT PlatformVisit site - AndroidapiiOSLinuxmacOSWebWindows
- Stream processing
- real-time
RecognisedDocumentedFree planFree trialPlatforms - WebiOSAndroid
- Free plan
- Yes
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Windows
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - WebLinux
- Free plan
- Yes
- Device limit
- 100 devices
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - WebLinux
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- No
- Data retention
- 30 days
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms€215/mofirst paid tier About Cumulocity IoTVisit site - Web
- Stream processing
- near-real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free planFree trial apiWeb
- Free plan
- Yes
- Device limit
- 10 devices
- Stream processing
- near-real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - WebWindowsLinux
- Free plan
- No
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Web
- Stream processing
- real-time
- Custom dashboards
- Yes
RecognisedDocumentedFree planFree trialPlatforms -
- Stream processing
- near-real-time
RecognisedDocumentedFree planFree trialPlatforms - Free plan apiLinuxself-hostedWebWindowsRecognisedDocumentedFree planFree trialPlatforms
Is your platform on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which IoT analytics software is ranked first on The Geeks Club?
ThingsBoard is ranked #1 of 22 with a score of 8.2. InfluxDB is second and Ubidots third.
How many of these have a free plan?
10 of the 22 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Kaa IoT Platform has the lowest first paid tier we found: $9.99/mo.
How is this list ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on. Paid placements never change a rank.