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IoT Analytics Software with Monitoring (2026)

Last updated: January 2026

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IoT Analytics Software Key Features

    Based on 130 user opinions, we identified 6 features that are important for any product in IoT Analytics Software

  • Real-Time Monitoring

    Active monitoring of systems, applications, or networks

    Average user rating

    4.9

  • Real-Time Analytics

    Analyze and gain insights into data in real-time

    Average user rating

    4.7

  • Data Visualization

    Graphical representation of data

    Average user rating

    4.5

  • Reporting & Statistics

    Collection, analysis & representation of numerical data and generation of reports to understand various patterns

    Average user rating

    4.7

  • Activity Dashboard

    Dashboard to view the status of ongoing processes, identify current incidents and track past activities

    Average user rating

    4.4

  • Activity Tracking

    Track and document all activities across devices, networks, and other systems

    Average user rating

    4.4
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48 software options

Checkit logo

Checkit

(0)

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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Datadog logo

Cloud-Scale Monitoring Platform For Dev, Sec, and Ops teams.

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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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PRTG logo

Network Monitoring For Serious Professionals

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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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New Relic logo

Performance testing and monitoring

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Unlock the full potential of IoT with New Relic's real-time analytics and advanced monitoring for software engineer practitioners.

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SISMETRO logo

CMMS and equipment maintenance software

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The SISMETRO platform stores data on maintenance performed on equipment, machines, and other assets. Eliminating the need for manual spreadsheets, and consolidating all maintenance in one place. The platform also frequently helps to manage inventory and schedule maintenance tasks.

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Dynatrace logo

All-in-One Application Performance Monitoring

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

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Elastic Stack logo

Distributed search and analytics solution

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

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Scaleway logo

Database management software for IT developers

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Scaleway is a database management platform designed to help businesses handle cloud computing infrastructure. It enables software developers to deploy virtual machine (VM) instances, define network access rules, track the performance of applications, and monitor CPU or bandwidth usage.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Sumo Logic logo

Unified Logs & Metrics for Full App Visibility

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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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AppDynamics logo

Application Performance Management (APM)

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AppDynamics Application Intelligence platform empowers today’s software-defined businesses with the ability to proactively manage and optimize complex software environments in real time. It’s more than monitoring—it’s true Application Intelligence with cloud or on-premise deployment flexibility.

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FourJaw logo

Factory Intelligence. Made Simple.

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Simple & Affordable IoT analytics software that enables manufacturers to improve productivity and maximise operational efficiency.

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Secomea logo

Secure Remote Access solution purpose-built for OT equipment

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Secomea is a Secure Remote Access (SRA) solution purpose-built for industrial networks and OT equipment.
Over 9.500 customers around the world use it every day across thousands of sites to manage remote access to their machines and prevent downtime.
Let us help you defend your factory floor.

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Microcall logo

Cloud-based call accounting software

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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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Vantage logo

Web-based database and analytics tool for IoT enhancement

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Teradata Database allows individuals to break down and distribute complex analytics workloads to improve performance. Key features include access control, data dictionary & workload management, programming languages support, data storage & analysis, reporting, fallback protection, and more.

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ShiftWorx logo

Make Smarter Decisions, Faster with ShiftWorx!

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FreePoint Technologies’ ShiftWorx software provides a ‘holistic’ production floor platform featuring a fully modular suite of products, that when applied in whole or in succession affords manufacturers a production optimization solution backed by Toyota Production System (TPS) consulting expertise.

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Factbird logo

Your production OEE data, anywhere in real time.

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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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Memfault logo

Embedded Device Observability and OTA Updates

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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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proGrow logo

A platform dedicated to operations and shop floor management

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proGrow is an intelligent web platform dedicated to industrial frontline operations. This is done by collecting data from the shop floor, with dashboards and alerts in real-time and collaboration tools. The data provided to operational teams reduces reaction time and improves decision-making.

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AWS IoT logo

IoT and compliance management software

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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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Flex83 logo

Application enablement platform for software developers

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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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Ubidots STEM logo

Free cloud-based IoT platform for IoT devices

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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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Sensolus logo

Asset tracking and IoT solution

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Sensolus empowers industries to manage non-powered assets like containers and trailers with its IoT solution. Rugged trackers, edge intelligence, and a cloud platform create digital twins of assets, providing unparalleled visibility across the supply chain.

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Visplore logo

Analysis platform for data visualization and interpretation

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Visplore is a data analytics application. It is used in data science, forecasting, industrial engineering, and other data-rich domains. Key features include visualizations of complex data, traversal from overview to details, interactive analytics, and dirty data annotations.

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AWS IoT Analytics logo

IoT Analytics software for businesses of all sizes

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AWS IoT Analytics is an analytics software that is designed for small to large businesses in several industry segments, such as automotive, education, healthcare, finance, travel, and retail. It helps organizations collect, process, store, analyze, visualize and manage IoT data.

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