FactoryTalk Analytics vs Ubidots

FactoryTalk Analytics is Rockwell Automation’s portfolio of analytics products for industrial manufacturers, spanning descriptive through prescriptive analytics. Its stated aims include improving OEE, reducing downtime, and improving quality or processes. The family includes FactoryTalk Metrics, LogixAI, VisionAI, PavilionX, and GuardianAI, with near-real-time edge predictions and cloud-based lifecycle management. FactoryTalk Metrics analyzes equipment data to report OEE and quantify downtime causes. LogixAI builds and maintains models to predict process variables using ControlLogix tags and ControlLogix as its execution engine; Rockwell says it supports CompactLogix 5380 controllers and FactoryTalk Logix Echo emulation. VisionAI offers no-code inspection, defect classification, and root-cause analysis, connecting to cloud BI and MES/QMS systems through a bidirectional REST API and factory-floor systems through EtherNet/IP. GuardianAI monitors condition using drive data, while PavilionX adjusts targets with model predictive control. Pricing is on request, and the page does not specify one platform list for every product. FactoryTalk Metrics is scheduled to become unavailable after September 2028; Rockwell recommends migration to PLEX MES.

Ubidots provides tools to ingest, compute, visualize and act on IoT data in full-stack applications. Devices and machines can send data over MQTT or HTTP, and dashboards use widgets to display device data. Synthetic variables perform statistical and arithmetic operations on raw data over a time frame. Events can react to variable conditions, device inactivity or schedules and trigger email, SMS, voice calls, Slack messages or webhooks.

Plugins support AWS IoT, OpenWeather and LoRaWAN, as well as custom cron, webhook and widget plugins. Android and iOS apps show devices, historical variable data, web dashboards, event logs and push notifications, but cannot create or edit dashboards. The standard app is for account owners and admins; end users require an on-demand white-labeled app. The free STEM plan is for non-commercial projects and includes three devices. Professional costs $99 a month; a typical core-platform account begins with a free 30-day trial. Each device includes up to 20 variables for billing; additional variables may be billed as additional devices.