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Top Rated IoT Analytics Software with Free trial

Last updated: September 2026

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54 software options

Checkit logo
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Cloud-based workflow management platform

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Checkit Operations Management is a cloud-based and on-premise workflow automation platform designed to help businesses in the healthcare, retail, pharmaceutical, and various other industries monitor employees, assign tasks to team members, manage stock placement, and more.

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Netdata logo

The open-source observability platform everyone needs

Monitor your servers, containers and apps with high-resolution, real-time monitoring.

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Rayven logo

Operational software for an AI-powered world.

Rayven turns fragmented IT, OT + IoT data into an AI data fabric - then lets you build custom apps, AI agents, automations, and dashboards on top. Works alongside existing systems. Two to 12 weeks to go-live.

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Memfault logo

Embedded Device Observability and OTA Updates

Memfault is an embedded observability platform that enables embedded device developers to monitor hardware & firmware performance, remotely investigate bugs, & incrementally rollout OTA updates to devices.

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Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

Sumo Logic is a log management and data analytics software that creates information based on data feeds. It assesses server, application and website performances by creating graphs and charts. It creates alerts when data reaches certain levels which in turn notify of potential threats/downtime.

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SnapGIS logo

IoT platform for asset tracking and monitoring

Operational analytics platform with custom dashboards, fuel and CO₂ reporting, driver behaviour insights, dwell time monitoring, utilization tracking, and live reporting for smarter asset management decisions.

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Factbird logo

Your production OEE data, anywhere in real time.

With the Blackbird plug and play OEE system, manufacturers can improve factory efficiency and profitability in a quicker, more cost-effective way compared to a traditional system.

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Flex83 logo

Application enablement platform for software developers

Flex83 is designed to help businesses streamline development, validation, and deployment of software. The internet of things (IoT) system allows software developers to automate workflows, build custom dashboards, organize digital assets, and configure logic rules via a unified platform.

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TrackMyMachines logo

Cloud-based OEE solution for machine monitoring.

TrackMyMachines is a cloud-based machine monitoring system designed to help manufacturers track and manage machine performance. The solution offers a timeline visualization function that allows users to track every machine's activity including cycles, changeovers, setups, and other critical operations. With this real-time visibility, manufacturers can gain valuable insights into their production processes and identify areas for optimization.

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AWS IoT logo

IoT and compliance management software

AWS IoT is an IoT and compliance management software that helps businesses manage, store, collect, and analyze IoT data for multiple workloads, such as automotive, consumer, industrial, and commercial. It allows staff members to quickly search and find devices across the fleet based on several attributes, such as device state, ID, and type.

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Ubidots STEM logo

Free cloud-based IoT platform for IoT devices

Ubidots is a low-code IoT development platform that provides the essentials to bring you faster to market with an entire, production-ready IoT application without hiring an expensive team of engineers to develop and maintain a customized solution.

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Skysens logo

No code AI platform for industrial IoT monitoring

Skysens AgPM is a no-code, AI-connected predictive monitoring platform for industrial IoT applications. The system features drag-and-drop visualization with extensive widgets, integrated LoRaWAN network server capabilities, and flexible deployment options including on-premises and private cloud. It offers industrial data management with unified namespace architecture and supports various protocols for seamless integration with existing systems.

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Visplore logo

Visual analytics platform for one-click root cause analysis

Visplore unlocks value from connected assets with industrial IoT data analysis, combining root cause analysis and high-resolution time series analysis. Its visual analytics process optimization workflows help engineers detect anomalies and improve performance across machines and sites.

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Datadog logo

Cloud-based observability & security for all sizes

Analyze all your IoT devices in minutes with Datadog. Get a comprehensive view of the health of your devices in aggregate or drill down to troubleshoot specific regions, device types, software versions, or individual IoT devices. Monitor IoT metrics, logs and more in 1 place. Get started in minutes.

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Elastic Stack logo

Distributed search and analytics solution

Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time.

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Dynatrace logo

All-in-One Application Performance Monitoring

Dynatrace Ruixt is an all-in-one application performance monitoring

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Microcall logo

Cloud-based call accounting software

Microcall is a cloud-based call accounting solution that helps users identify and search phone numbers, track telecom expenses, analyze voice traffic, and more.

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Machine Learning on AWS logo

Machine learning and AI solutions from AWS

AWS provides machine learning (ML) and artificial intelligence (AI) solutions designed to help businesses analyze data insights, personalize the customer experience, optimize business processes, and more.

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BangDB logo

Converged NoSQL database with AI,Stream for fast moving data

The ongoing rapid data trend is changing the way data is consumed, processed and analysed, proving most of the existing tools and platforms insufficient/unsuitable. BangDB is a novel converged NoSQL Database, designed to handle the emerging use cases with ease at scale for real-time predictive data.

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PRTG Hosted Monitor logo

IT monitoring in the cloud: Leave the hosting to us.

Enjoy the full range of our monitoring features - and let us take care of the hosting. The initial setup of PRTG Hosted Monitor is straightforward; you get instant feedback from the system.

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Seebo logo

Predict and prevent losses in production yield and quality.

Seebo is a pioneer in process-based Industrial AI, with solutions to predict and prevent process inefficiencies that damage production yield and quality.

Customers use Seebo solutions to know exactly when and why these process inefficiencies will happen. And how to prevent them from happening.

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WeASSIST logo

Real-time monitoring & process optimization software

WeASSIST is a comprehensive cloud-based solution for monitoring and optimizing manufacturing processes. It provides real-time visibility into machine and workstation states, enabling users to quickly identify and address production issues. WeASSIST's automated reporting and analytics capabilities help drive continuous process improvements, boosting productivity and profitability.

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Google Cloud IoT logo

Cloud-based internet of things (IoT) platform

Google Cloud IoT is a cloud-based internet of things platform designed to help organizations capture and analyze business data from multiple devices and store them in a centralized repository. It enables employees to automatically predict equipment maintenance requirements and optimize their performance in real-time.

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PRTG logo

Network Monitoring For Serious Professionals

Say hello to PRTG Network Monitor, our award-winning, all-inclusive monitoring solution to monitor "every thing": PRTG is not simply an IT monitoring software, but lets you analyze and visualize sensor data from all internet-connected devices.

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hopit Manufacturing logo

Real-time OEE & downtime for manufacturers

Industrial IoT analytics for machine and production data. Combine data from PLCs, CNC controllers and equipment with production context to monitor OEE, downtime and performance and create a structured foundation for analytics and AI.

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