Best IoT Analytics Software

Compare the Top IoT Analytics Software as of June 2025

What is IoT Analytics Software?

IoT analytics software enables organizations to view, monitor, and analyze data collected from IoT devices and machines. IoT analytics software allow companies to understand what's happening with their IoT infrastructure by collecting IoT sensor data. Compare and read user reviews of the best IoT Analytics software currently available using the table below. This list is updated regularly.

  • 1
    Datadog

    Datadog

    Datadog

    Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. Our SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics.
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    Starting Price: $15.00/host/month
  • 2
    AWS IoT

    AWS IoT

    Amazon

    There are billions of devices in homes, factories, oil wells, hospitals, cars, and thousands of other places. With the proliferation of devices, you increasingly need solutions to connect them, and collect, store, and analyze device data. AWS has broad and deep IoT services, from the edge to the cloud. AWS IoT is the only cloud vendor to bring together data management and rich analytics in easy-to-use services designed for noisy IoT data. AWS IoT offers services for all layers of security, including preventive security mechanisms, like encryption and access control to device data, and service to continuously monitor and audit configurations. AWS brings AI and IoT together to make devices more intelligent. You can create models in the cloud and deploy them to devices where they run 2x faster compared to other offerings. Optimize operations by easily creating digital twins of real-world systems. Run analytics on volumes of IoT data easily—without building an analytics platform.
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    Lumada IIoT
    Embed sensors for IoT use cases and enrich sensor data with control system and environment data. Integrate this in real time with enterprise data and deploy predictive algorithms to discover new insights and harvest your data for meaningful use. Use analytics to predict maintenance problems, understand asset utilization, reduce defects and optimize processes. Harness the power of connected devices to deliver remote monitoring and diagnostics services. Employ IoT Analytics to predict safety hazards and comply with regulations to reduce worksite accidents. Lumada Data Integration: Rapidly build and deploy data pipelines at scale. Integrate data from lakes, warehouses and devices, and orchestrate data flows across all environments. By building ecosystems with customers and business partners in various business areas, we can accelerate digital innovation to create new value for a new society.
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    WolkAbout IoT Platform

    WolkAbout IoT Platform

    WolkAbout Technology

    In WolkAbout, we've built a complete IoT application enablement platform and user-friendly tools to allow system integrators, product and service providers to develop and rapidly bring industrial-grade digital applications to market. Additionally, our experienced team helps our clients with system integration and building customised apps that add value to their businesses. Our innovative spirit, deep industry insights and unmatched digital technology expertise are the foundation of everything we do. With 50+ employees and 8 centres globally, WolkAbout is transforming the value chains across industries ranging from manufacturing to oil&gas!
    Starting Price: $1500/month
  • 5
    Atatus

    Atatus

    NamLabs Technologies

    NamLabs Technologies is an Indian software company that publishes a software suite called Atatus. Atatus is a SaaS software & a full stack observability platform. It provides a wide range of monitoring capabilities including Application Performance Monitoring, Real-User Monitoring/ End User Monitoring/ Browser Monitoring, Synthetic Monitoring, Infrastructure Monitoring, Logs Monitoring, and API Analytics. Analyze the performance of your application for performance issues such as slow transactions, database queries, website availability, uptime, latency, response time, and throughput, much more. 24x7 customer support is guaranteed.
    Starting Price: $49.00/month
  • 6
    Qrvey

    Qrvey

    Qrvey

    Qrvey is the only solution for embedded analytics with a built-in data lake. Qrvey saves engineering teams time and money with a turnkey solution connecting your data warehouse to your SaaS application. Qrvey’s full-stack solution includes the necessary components so that your engineering team can build less. Qrvey’s multi-tenant data lake includes: - Elasticsearch as the analytics engine - A unified data pipeline for ingestion and transformation - A complete semantic layer for simple user and data security integration Qrvey’s embedded visualizations support everything from: - standard dashboards and templates - self-service reporting - user-level personalization - individual dataset creation - data-driven workflow automation Qrvey delivers this as a self-hosted package for cloud environments. This offers the best security as your data never leaves your environment while offering a better analytics experience to users. Less time and money on analytics
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    Skysens IoT Platform
    Skysens IoT platform is an application layer with middleware specialized for IoT applications. The platform can work with multiple IoT sources either IP-based or non-IP based such as LPWAN with multiple features such as user management, alarming, reporting, rule management, and many more. With Skysens middleware, the platform can work with existing legacy data sources such as SCADA will full functionality. It has different application modules for smart industry, smart cities, and smart businesses for easy use. Different pre-configured applications such as condition monitoring, indoor and outdoor location tracking, maintenance monitoring, and many more. Device ID-based cross rule function in order to create smart actions depending on the rules with help of bi-directional connectivity of LPWAN networks. API server for connectivity agnostic LPWAN-based application integration with REST APIs. Skysens Mobile app is ready for use on Android and iOS.
    Starting Price: Free
  • 8
    RoboMQ

    RoboMQ

    RoboMQ

    Create many-to-many event driven API integration flows with SaaS, ERP, CRM and third-party applications. Connect your enterprise applications and partner systems to streamline your business. Get the best of the best in integration technology at a price that can't be beat. Leverage the power and scale of cutting-edge technologies like containers and microservices in a simple, intuitive no-code, drag and drop UX. Solve common business problems like Hire2Retire, Quote to Cash, Service Fulfillment, and Data lake creation with ready-to-use solutions. Create custom and complex business workflows across enterprise applications to create strategic advantage and achieve business effectiveness.
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    Kaa

    Kaa

    KaaIoT Technologies

    With IoT microservices architecture baked by Kubernetes, you can scale infinitely, scale only what is needed, all with extreme performance and fault-tolerance. Stream data from your IoT devices to any data analytics system via pre-integrated Kafka channel. Change device behavior based on processing results. The company behind the platform has over 25 years of experience in IoT, Telecom and Big Data. We used all our profound knowledge to create the best IoT Platform that can serve big enterprises as well as small startups. Your data is encrypted in transit and at rest. Out-of-box authentication & authorization for users with open OAuth2 / UMA interface. Connect and manage IoT devices via the cloud using graphical UI or REST API. Collect and visualize telemetry using a built-in dashboard or 3rd party tools like Grafana.
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    Crosser

    Crosser

    Crosser Technologies

    Analyze and act on your data in the Edge. Make Big Data small and relevant. Collect sensor data from all your assets. Connect any sensor, PLC, DCS, MES or Historian. Condition monitoring of remote assets. Industry 4.0 data collection & integration. Combine streaming and enterprise data in data flows. Use your favorite Cloud Provider or your own data center for storage of data. Bring, manage and deploy your own ML models with Crosser Edge MLOps functionality. The Crosser Edge Node is open to run any ML framework. Central resource library for your trained models in crosser cloud. Drag-and-drop for all other steps in the data pipeline. One operation to deploy ML models to any number of Edge Nodes. Self-Service Innovation powered by Crosser Flow Studio. Use a rich library of pre-built modules. Enables collaboration across teams and sites. No more dependencies on single team members.
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    Pelion IoT Connectivity
    Pelion is a leading global IoT connectivity provider, offering a comprehensive platform that enables businesses to rapidly deploy, connect, secure, and manage IoT devices across various industries. With over two decades of experience, Pelion delivers high-performance, flexible multi-carrier connectivity, ensuring maximum uptime and consistent service for even the most demanding IoT use cases. Their user-friendly connectivity management platform provides complete visibility and cost control, while dedicated technical, security, and operational expertise support customers in maximizing their IoT potential. Pelion's solutions are trusted by over 1,000 enterprises worldwide, providing access to the latest 5G, 4G/LTE, CAT-M, and NB-IoT standards across 600+ networks in more than 150 countries.
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    Davra IoT Platform
    Davra IoT helps companies, fleet owners, OEMs, municipalities and others to define, build and rapidly bring industrial-grade IoT applications on a reliable, secure and scalable IoT platform. Get your IoT project to the market in less than 50 days. Experience an open system with integrations at its core. Reduce your IoT project cost by up to 80%. Get descriptive, diagnostic, predictive and prescriptive analytics data. Run our cloud-based streaming analytics, ML, NLP and AI algorithm at the edge of the network. Experience HTML5 dashboard visualization, advanced Geo-mapping, layout manager and much more. Get a complete developer suite with source control, versioning, full code editor and more. Provide an "asset-centric view" of IoT devices by attaching both static and dynamic attributes. Leverage a complete microservice-based design for infrastructure libraries and runtime engines.
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    AWS IoT Core
    AWS IoT Core lets you connect IoT devices to the AWS cloud without the need to provision or manage servers. AWS IoT Core can support billions of devices and trillions of messages, and can process and route those messages to AWS endpoints and to other devices reliably and securely. With AWS IoT Core, your applications can keep track of and communicate with all your devices, all the time, even when they aren’t connected. AWS IoT Core also makes it easy to use AWS and Amazon services like AWS Lambda, Amazon Kinesis, Amazon S3, Amazon SageMaker, Amazon DynamoDB, Amazon CloudWatch, AWS CloudTrail, Amazon QuickSight, and Alexa Voice Service to build IoT applications that gather, process, analyze and act on data generated by connected devices, without having to manage any infrastructure. AWS IoT Core allows you to connect any number of devices to the cloud and to other devices without requiring you to provision or manage servers.
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    Zebra Savanna

    Zebra Savanna

    Zebra Technologies

    The Zebra Savanna cloud data platform delivers actionable workflow insights, powering next-gen applications by aggregating and analyzing real-time edge data and creating systems of reality that deliver best-action guidance to workers in real-time. Zebra Savanna seamlessly connects your existing hardware, software and data ecosystems fueling business digitization and automation. Additionally, you can leverage Zebra Savanna's public, unified APIs and developer tools to build secure, scalable digital services with ease and speed. Using a value-added API layer on Zebra Savanna, Zebra Data Services provides partners and developers the ability to innovate, design and quickly deploy applications helping your customers transform their businesses, creating an ecosystem extending far beyond Zebra. Zebra Savanna serves as the foundation of a new series of enterprise applications and solutions from Zebra that will digitally transform the way companies drive performance.
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    Reekoh

    Reekoh

    Reekoh

    Make your asset, operational and business data interoperable using one platform. We empower enterprises across all industry segments with capabilities to reduce complexity, remove barriers and accelerate time-to-value in their integrated solutions, uniquely bringing together Physical (IoT/IIoT/OT) and Application (IT) data. Securely manage OT, IoT, IIoT and business app data ingestion from across disparate and fragmented systems, protocols, networks and data formats. Enrich contextual data, manage metadata, perform transformation and utilsie data mapping to work with common data models and schemas. Integrate data to various endpoints for application and process logic, storage and data analysis, as well as physical and digital automation. Reekoh Accelerate™ is a hybrid integration platform that powerfully treats data from physical and digital assets as first class citizens. It provides a secure and agile toolset for device and data management, business workflow and automation.
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    GO+

    GO+

    GO+

    GO+ offers development tools for companies service-providers. The platform allows to develop additional services to its business customers. Through algorithms developed by our decision to support a load with a huge number of devices at the same time. The platform will allow the service-provider does not think about the problem of creating new services for their customers. The core of the platform is an analytical decision-making engine. Granular Computing based analytical engine provides data processing and analysis with complex event processing. We use cloud-based technologies that is designed to endure business logic from real devices directly to the cloud. Scalability allows us to provide solutions in lower cost. Platform scripting engine provide developers with full-stack of dev tools to develop a highly customized IoT services regardless of industry application. The cloud-based IoT platform GO+ is built using the most advanced technology of cloud computing.
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    Eclipse Streamsheets
    Build professional applications to automate workflows, continuously monitor operations, and control processes in real-time. Your solutions run 24/7 on servers in the cloud and on the edge. Thanks to the spreadsheet user interface, you do not have to be a software developer. Instead of writing program code, you drag-and-drop data, fill cells with formulas, and design charts in a way you already know. Find all necessary protocols on board that you need to connect to sensors, and machines like MQTT, REST, and OPC UA. Streamsheets is native to stream data processing like MQTT and kafka. Pick up a topic stream, transform it and blast it back out into the endless streaming world. REST opens you the world, Streamsheets let you connect to any web service or let them connect to you. Streamsheets run in the cloud, on your servers, but also on edge devices like a Raspberry Pi.
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    AT&T IoT

    AT&T IoT

    AT&T Business

    Why shop around when you can get down to the business of accelerating your growth. AT&T Marketplace makes tracking and managing your assets easy. With instant access to powerful IoT hardware, software and solutions you can gain visibility, maximize efficiencies, improve response times and optimize asset movements. And because everything is in one place, all you have to do is click, cart and connect to build, deploy and scale game-changing data-driven concepts. AT&T IoT makes it easy to build, deploy and scale IoT solutions.
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    Tuya

    Tuya

    Tuya Smart

    Define new standards for the smart hotel industry, provide one-stop software and hardware interconnection services, and empower customers to realize their own brand hotels and pan-business scenarios solutions quickly. Tuya's MCU low-code connection service is mainly used to create smart products with MCU master control. Tuya provides network modules that have been connected to Tuya Cloud, so that you only need to focus on product function R&D, and can develop smart products quickly and efficiently with Tuya's MCU SDK. No need to design, test, and calibrate complex radio frequency circuits. Tuya network modules and MCU SDKs facilitate the modular development to shorten the development cycle and get your product into mass production much faster. No need to replace the master control chip. Just integrate Tuya's cost-effective module on the existing hardware to create a smart product.
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    XMPro

    XMPro

    XMPro

    Improve operational excellence, reduce risk and increase asset utilization with XMPro's IoT Application Suite. XMPro integrates IoT solutions into existing business workflows to enable smarter business decision-making. The platform comes with integration capabilities to connect disparate systems securely, event stream processing for processing large volumes of data from various data sources in real-time, analytics, IoT device management, and more.
  • 21
    EnrichAI

    EnrichAI

    EnrichAI

    Get hold of industry-specific components, custom applications for different interfaces, third-party applications, large-scale cloud solutions and much more for your business. Get end-to-end solutions and services on your Cumulocity IoT platform, to improve your business’ visibility, implement sure-shot strategies, and build adaptive capacity for the future. Surpass the power of the human eye by leveraging our Computer Vision products. Interpret and understand the complex world of visuals, collect refined data, and accelerate business growth. Get custom turnkey software, big-data analytics solutions, develop next-gen operations and digital roadmaps, deploy scalable and interoperable solutions, and much more.
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    ClearBlade

    ClearBlade

    ClearBlade

    ClearBlade is driving enterprise digital transformation through Intelligent Assets. The secure “no-code” IoT Application built on ClearBlade IoT & Edge Platform delivers AI, edge-native computing, and extreme flexibility empowering operation teams to get things done fast. Maintaining aircraft requires that mechanics service airplanes on a very demanding schedule with very specific tools and equipment. Equipment on an airfield is often misplaced, lost or stolen resulting in expensive replacements, operational downtime and redundancies. ClearBlade Edges deployed to specific locations to process data from cameras, sensors, and infrastructure all streams to ClearBlade Platform to normalize and process into a common data system of record. Data integrated into Business Intelligence dashboards to offer operational insights. Rapid time to market to provide assurances that properly ensure compliance with distancing, occupancy and safety requirements.
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    Everyware Cloud
    Everyware Cloud (EC) is an IoT Integration Platform distributed and supported by Eurotech. Based on Eclipse Kapua, Everyware Cloud offers an open and modular IoT Cloud Platform based on a micro-services architecture. Everyware Cloud provides device management, diagnostics, provisioning, remote access of IoT gateways and devices and integration services for the telemetry data. Remotely access your devices to enable remote maintenance and to provide advanced assistance on issue investigation without field visits to installation site. Trust your remote devices leveraging enterprise-class security strategies built-in to the Everyware Cloud IoT Platform. Reduce integration costs by leveraging the standards based interfaces offered by Everyware IoT. Device connectivity leverages the ISO certified standard MQTT protocol and an open language independent data payload format.
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    Memfault

    Memfault

    Memfault

    Reduce risk, ship products faster, and resolve issues proactively by upgrading your Android and MCU-based devices with Memfault. By integrating Memfault into smart device infrastructure, developers and IoT device manufacturers can monitor and manage the entire device lifecycle, from development to feature updates, with ease and speed. Monitor hardware and firmware performance, remotely investigate issues, and incrementally rollout targeted updates to devices without disrupting customers. Go beyond application monitoring with device and fleet-level metrics, like battery health and connectivity with crash analytics for firmware. Resolve issues more efficiently with automatic detection, alerts, deduplication, and actionable insights sent via the cloud. Keep customers happy by fixing bugs quickly and shipping features more frequently with staged rollouts and specific device groups (cohorts).
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