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The best AVEVA PI System alternatives
The rest of Best IoT Analytics Software, in this site's order: each with what it costs, where it runs and its record score.
ThingsBoard may suit teams building IoT projects that need device connectivity, data processing, and visualization.
Thinger.io may suit developers and teams prototyping or managing connected products across its supported device and service types.
TDengine is designed for industrial enterprises and organizations using traditional data historians or legacy industrial IoT platforms.
OpenRemote suits professional integrators and organizations such as manufacturers, system integrators, and governments that need to manage connected…
InfluxDB 3 may suit teams handling timestamped data for industrial operations, observability, or AI applications.
Ubidots suits system integrators and enterprise customers building IoT applications, with a STEM option for educational or personal non-commercial…
Datacake suits teams monitoring sensor data that need real-time dashboards and rule-based alerts.
TagoIO suits organizations building IoT applications that need device connectivity, data storage, dashboards, and user management.
IoT teams that need a self-hosted time-series database for edge-cloud deployments may find IoTDB relevant.
It suits teams building IoT projects that need device management, telemetry analysis, dashboards, and deployment flexibility.
Losant is aimed at organizations building enterprise IoT solutions, including teams coordinating device logic, data, and edge deployments.
Zoho IoT suits teams building custom IoT applications or managing connected devices.
Honeywell Forge is aimed at organizations with complex industrial operations or regulated environments.
ThingSpeak suits people building IoT prototypes, proof-of-concept systems, or small- to medium-sized hosted deployments.
It suits industrial organizations that need centralized equipment data with local edge collection.
It suits IoT architects, automation and industrial engineers, and developers managing connected equipment.
FactoryTalk Analytics is suited to industrial manufacturers seeking equipment, process, or quality analytics.
