Best IoT Analytics Software
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Compare the Top IoT Analytics Software as of November 2025
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What is IoT Analytics Software?
IoT analytics software processes and analyzes data generated by connected devices, sensors, and machines to help organizations understand patterns and improve decision-making. It transforms large volumes of real-time and historical IoT data into actionable insights using dashboards, alerts, and reports. Many platforms offer advanced capabilities such as anomaly detection, predictive analytics, and machine learning to identify issues before they become costly problems. IoT analytics software is used across industries—from manufacturing and logistics to smart buildings and healthcare—to optimize operations and enhance performance. Overall, it enables businesses to turn raw IoT data into meaningful intelligence that drives efficiency, innovation, and smarter automation. Compare and read user reviews of the best IoT Analytics software currently available using the table below. This list is updated regularly.
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1
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.Starting Price: $15.00/host/month -
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DevicePilot
DevicePilot
Service Monitoring for IoT. Optimize your service delivery by turning device data into action Protect revenue Your customers will only go on paying you if you go on delivering a quality service Save money Arm your employees with a powerful tool makes them more productive and deliver better service with the same human resource. Spend your precious time in areas which will deliver the biggest return Unlock growth Press the "SCALE" button on your deployment without worrying that you might fail, having all the insights to support your business decisions -
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Zoho IoT
Zoho
A Cloud IoT Application Enablement Platform that allows you to easily build and rapidly deploy IoT applications that suit your customers’ businesses. One cloud platform for all your IoT needs. Eye the requirement, indulge your imagination, build bespoke vertical apps & win bigger deals. Build simple to complex IoT applications - Dashboard-only apps to Enterprise-grade apps using modeling, visualization and automation. Achieve rapid deployment - Faster time to market, low execution risk, fully integrated security, cost-effective & scope to scale. Enables registration, provisioning, authentication, monitoring & control, trouble shooting, telemetry, and firmware upgrades for IoT devices/assets at scale and follows device certificates & policies. Provides seamless connectivity to a wide variety of sensors & gateways, supports multiple protocols, and easily links with various wired/wireless communication channels. -
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Ayla IoT Platform
Ayla Networks
With a true agnostic approach, Ayla supports device connectivity across common transport protocols, connectivity paths, and cloud infrastructure platforms. Working seamlessly with HTTPS, MQTT, and CoAP Ayla's wide array of agents are pre-built to support embedded solutions, gateways, Android, Linux, BLE / phone, and cloud integrations. Ayla's Virtualization Engine enables a robust 'digital twin' of the physical device that lays the foundation for device management at IoT scale. With battle tested features including rules engine, firmware OTA updates, data policies, and more Ayla's Device Management provides full support for connected products throughout their lifecycle. With Ayla's application enablement offering strong business value can be extracted from the data in a variety of ways. Both a Web Framework and Mobile Platform SDK provide rapid delivery of both consumer mobile and business application development. In addition, Customer Care, Field Service, and Asset Tracking. -
5
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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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 -
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XL Productivity Appliance
Vorne Industries
XL is the simplest and easiest OEE software from the company behind oee.com. Installed on 25,000+ processes in 45 countries, XL can be installed on any manufacturing process starting with just 2 sensors and a barcode scanner. XL will provide you with real time dashboards, historical reporting, and instant email and SMS alerts. Start improving your manufacturing OEE with a 90-day free trial.Starting Price: $1,990 -
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Google Cloud IoT Core
Google
Cloud IoT Core is a fully managed service that allows you to easily and securely connect, manage, and ingest data from millions of globally dispersed devices. Cloud IoT Core, in combination with other services on Cloud IoT platform, provides a complete solution for collecting, processing, analyzing, and visualizing IoT data in real time to support improved operational efficiency. Cloud IoT Core, using Cloud Pub/Sub underneath, can aggregate dispersed device data into a single global system that integrates seamlessly with Google Cloud data analytics services. Use your IoT data stream for advanced analytics, visualizations, machine learning, and more to help improve operational efficiency, anticipate problems, and build rich models that better describe and optimize your business. Securely connect a few or millions of your globally dispersed devices through protocol endpoints that use automatic load balancing and horizontal scaling to ensure smooth data ingestion under any condition.Starting Price: $0.00045 per MB -
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SensorCloud
LORD Corporation
SensorCloud is a unique sensor data storage, visualization and remote management platform that leverages powerful Cloud computing technologies to provide excellent data scalability, rapid visualization, and user programmable analysis. SensorCloud's core features include FastGraph, MathEngine®, LiveConnect, and the OpenData API. SensorCloud allows you to easily create dashboards to visualize all of your data. Dashboards can be as simple as a single Timeseries Graph widget, or advanced with Radial Gauges, Text Charts, Linear Gauges, FFTs, Statistics, etc. Since SensorCloud allows you to upload as much data as you want, and LORD's sensors can sample at very high rates, it was important to be able to quickly visualize massive amounts of data. We struggled to find any application that could handle even a few gigabytes of data, so we started from the ground up with our own unique algorithm.Starting Price: $35 per month -
10
DeviceAtlas
DeviceAtlas
DeviceAtlas is the de facto standard for device detection and data, and the only solution that is indexed for web, apps and mobile operator environments. Our patented technology provides a common device identifier to understand device traffic across all connected environments. DeviceAtlas improves advertising conversion rates by enabling granular device targeting of advertising campaigns and detailed reporting. We are the industry standard for online advertising. DeviceAtlas for Web is the market-leading device detection solution for parsing User-Agent strings in the web environment. Whether you want to analyze device traffic, improve conversion rates for online advertising, or optimize content, DeviceAtlas can help you reach your full potential audience on the web.Starting Price: $399 per year -
11
AggreGate
Tibbo Systems
AggreGate is a white-label full-stack Internet of Things integration platform that drives a digital transformation of your enterprise from connecting the assets to "slicing and dicing" their data for discovering some valuable insights. The Platform and derived vertical products also help integrators, OEMs, telecoms, and MSPs render IoT services running both on the edge and in their cloud. Design and develop your consumer or industrial IoT app in days, deploy into production in weeks. Industrial automation and process control via the 4th generation SCADA/MES platform. Building Automation. Build a unified command and control center for your intelligent facility. Cut HVAC/energy and other operating costs. Deliver digital services for higher resident satisfaction. Data Center Supervisor. Manage both industrial and IT equipment of your data center via a single umbrella system. Design dynamic floor plans, build custom dashboards, integrate with DCIM. -
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Kaleidoscope IoT
Kaleidoscope
Our Cloud platform provides enterprises with a birds-eye view of their organization’s infrastructure delivering key data points and metrics to their appropriate organizational units. This In-turn provides the fundamental building blocks for future technological growth in areas such as Machine Learning & Artificial Intelligence, all of which are available from within the Kaleidoscope Cloud platform. Our core Cloud provides embedded Big Data & Analytics to drive business intelligence on the fly, in real-time. Monitor your infrastructure with our dashboards, and provide alerts to your staff with our automated on-call system based on data-driven decisions. Gain protection across your whole IoT platform, Kaleidoscope only uses secure communications for all data transmitted to and from the cloud. -
13
IoTWorX
Iconics
IoTWorX™ combines ICONICS’ cutting-edge IoT software technology with its proven HMI/SCADA, analytics, and mobile solutions running in the cloud. ICONICS offers manufacturers and facility managers several key IoT technologies, including connectivity to assets, secure cloud communications, and built-in real-time visualization. Analytics at the edge result in minimized latency while leveraging FDD technology to significantly reduce costs and improve operational efficiency. Users can connect to virtually any automation equipment through supported industry protocols such as OPC UA, BACnet, SNMP, Modbus, web services, and classic OPC tunneling. -
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Oracle’s Internet of Things (IoT) Intelligent Applications Cloud can provide you with more visibility, insights and efficiencies by capturing sensor data from connected devices using smart manufacturing, connected assets, connected logistics, workplace safety, and connected customer experience. Increase your revenue by using IoT applications to improve efficiency, increase supply chain visibility, and launch new business models. Prevent downtime by using IoT sensor data for real-time visibility and maintenance of machines, vehicles, and other assets. Reduce costs by connecting and monitoring vehicle routes and products in transit. Ensure regulatory compliance and identify causes of incidents, with real-time visibility into workplace environments.
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15
Predix Platform
GE Digital
Predix Platform is the place where industry runs. As a scalable, asset-centric data foundation, it is a comprehensive and secure application platform that can run, scale, and extend digital industrial solutions. The platform delivers shared capabilities that industrial applications require: asset connectivity, edge technologies, analytics and machine learning, big data processing, and asset-centric digital twins. Designed as a distributed application platform, Predix Platform is optimized for high volume, low latency, and integration-intensive data management and analytics-driven outcomes. Predix Essentials is a complete solution for industrial monitoring and event management. Predix Essentials brings you the power of the Predix Platform, with asset connectivity, edge-to-cloud data processing and a feature-rich user console—packaged and pre-configured for rapid results. No development required. -
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IXON Cloud
IXON Cloud
Meet IXON Cloud: the industrial IoT platform that grows with you. IXON Cloud is a complete IoT solution, from connectivity to cloud, that brings your machines, people and services together. Connect your machines to IXON Cloud to benefit instantly from optimised remote support with Remote Access Cloud. Or work on your service ambitions and increase revenue with data-driven business models with Service Lifecycle Cloud. The IXON Cloud solution is scalable and open to integrate with third party apps, so you can customise it to your own unique situation. -
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A fully managed, cloud-hosted service with capabilities for device registration, connectivity, control, rapid visualization and data storage. From chip to app to cloud, take full advantage of cognitive Watson APIs, visual dashboards, rich developer resources and industry-leading security to accelerate enterprise IoT insight. Predictive real-time and edge analysis of user, machine and environmental data that leverages machine learning and cognitive APIs. Govern applications and devices within an IoT ecosystem: usage and performance patterns, anomaly detection, data and transaction validation. Connect IoT devices, networks and gateways through a growing ecosystem that uses open standards-based communications like MQTT and HTTPS. Identify, aggregate and transform data from your IoT sources into asset-based data structures. Use your IoT data to understand current conditions and trends, comprehend unstructured data from videos and images, and extract unstructured textual data for insights.
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18
Exosite Murano
Exosite
Investing in a dedicated team to develop and maintain a connected solution from scratch can take multiple years and millions of dollars. Instead, Exosite’s off-the-shelf solutions for condition monitoring, smart home, and OEM-connected products can be deployed on Murano immediately, so you can start creating value right away. Exosite's Murano platform and off-the-shelf solutions are generally provided as multi-tenant hosted infrastructure that is maintained and supported by the Exosite Dev-Ops team. Single-tenant and on-premise hosting options are available for organizations that require software and data to be hosted in their own infrastructure. Gain the confidence to handle an increasing number of connected devices, users, analytical capabilities, and data storage and processing. Exosite’s Murano platform handles the challenges of scaling infrastructure, so you can focus on your business.Starting Price: $200 per month -
19
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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Pelion IoT Connectivity
Pelion
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. -
21
Davra IoT Platform
Davra
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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Bosch IoT Suite
Bosch.IO
With Bosch IoT Suite you can create abstract representations of real-world assets or devices in the cloud. These digital twins comprise all the capabilities and aspects of their physical counterparts. By storing and updating the data, properties, and relationships of an asset and providing notifications of all relevant changes they allow you to keep the real and digital worlds in sync. -
23
Gaonic
Gaonic
Experience the simplicity of your SaaS for Industrial IoT (Internet of Things), with no cloud expertise required. Experience the simplicity of your SaaS for Industrial IoT (Internet of Things), with no cloud expertise required—Gaonic Industrial IoT Central is a fully managed global IoT SaaS (software-as-a-service) solution for your business that makes it easy to connect, visualize, analyze and manage your IoT assets at scale. Bring your connected products to market faster with your SaaS solution while staying focused on your customers. We are the providers of a cloud-based sensor analytic platform for the Internet of Things (IoT). The IoT is a new phenomenon that is taking the world by storm. Prompting new product innovations and igniting better revenue streams, it is connecting smart devices. With cloud based technologies to connect various devices, Gaonic offers a flawless approach that provides smooth networking even from remote systems. -
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Airlinq
AIRLINQ
Airlinq is accelerating the development and deployment of large scale connected applications around smart mobility and ecosystem monetization for automakers, mobile network operators and consumers around the world. Airlinq powers the next generation enterprise-grade cloud and edge platform to handle complex AI and IoT use cases for the new breed of connected assets like cars, autonomous pods and drones. This highly scalable, globally available platform is ready to support millions of connected assets and vehicles with mission-critical latency, security and reliability. Open your connected infrastructure, be it a car or a wearable, to third party service providers. Enable them to target and deliver hundreds of contextual and personalized digital services directly to the consumers. Create a wow experience with seamless service provisioning, consent, payment and billings. -
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Prodea
Prodea
Launch secure, scalable and globally compliant connected products with services within six months. Prodea provides the only IoT platform-as-a-service (PaaS) that was specifically designed for manufacturers of mass-market consumer home products. It is comprised of three main services. IoT Service X-Change Platform, for quickly launching connected products with services across global markets requiring minimal development. Insight™ Data Services, to gain key insights from user and product usage data. And EcoAdaptor™ Service, to enhance product value through cloud-to-cloud integration and interoperability with other products and services. Prodea has helped its global brand customers launch 100+ connected products, in less than six months on average, across six continents. This was made possible by using the Prodea X5 Program which was designed to work with our three main cloud services to help brands evolve their systems. -
26
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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IoTStream
IoTStream
We take care of everything you need to power your IoT products, leveraging new technology and communication networks to provide a secure, actionable overview of your internet of things. IoTStream enables the creation of new products, services and business models so that you can turn your ideas into reality. Our intuitive IoT stack with a robust, reliable ready-built infrastructure allows you to focus on your business purpose. Using industry standard encryption to connect all devices ensures your data is secure from interception by third parties. In addition to real-time streaming, we store your data in the cloud, eliminating the time and expense of managing your own storage. Our solutions integrate with market leading platforms as part of a rich IoT ecosystem connecting you to the world. From initial prototype to your millionth device, our solutions scale allowing you to realize your full potential. -
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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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Simetric
Simetric
Whether you’re managing 3,000 devices or 3,000,000, every device interaction generates data. With these devices, can you monitor devices in real-time? Surprised by unexpected bills with excessive usage? Are deployed devices adhering to policy? Introducing Simetric, the next-generation insights, and management platform for your IoT ecosystem, in a single pane. Flexible, dynamic, scalable, and quickly configure Simetric to support your unique business needs. Be up and running in minutes with just a few clicks. Increase your responsiveness and insights for clients, no matter their size. Your future is in recurring managed services. And with Simetric, your future looks bright. Goodbye monthly audits, hello real-time control of costs, and every connection. Simetric simplifies the complex data streams from large-scale connected device ecosystems into a single dynamic view. Get instant clarity about issues and opportunities across your footprint. -
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Cumulocity IoT
Software AG
Cumulocity IoT is the #1 low-code, self-service IoT platform—the only one that comes pre-integrated with the tools you need for fast results: device connectivity and management, application enablement and integration, as well as streaming and predictive analytics. Free your business from proprietary technology stacks. Because you’ll be using the only completely open IoT platform, you can connect any “thing” today and tomorrow. Bring your own hardware and tools, and pick the components that best fit. Get up and running on the IoT in minutes. Connect a device and view its data. Create a real-time interactive dashboard. Define rules to monitor and act on events. Do all of this without calling on IT or writing any code! Easily integrate new IoT data with the core enterprise systems, applications and processes that have run your business for years—again, without coding—for a fluid flow of data. You’ll have more context to make better decisions.
