Best IoT Analytics Platforms - Page 9

How Many IoT Analytics Platforms Products Does G2 Track?

Total Products under this Category: 156

Category Stats (Nov 2026)

  • Average Rating: 4.41/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: I-care Group (+2.72%) - Among all products in this category, I-care Group recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank IoT Analytics Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 2,500+ Authentic Reviews
  • 156+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for IoT Analytics Platforms

G2 Grid® for IoT Analytics Platforms plotting products by satisfaction and market presence

Highlighted products: Insights Hub, TagoIO, Rayven, Elastic Observability, TRACTIAN, TrendMiner, AWS IoT SiteWise, and Google Cloud IoT Core.

Underlying data: [Grid® JSON](https://www.g2.com/categories/iot-analytics-platforms/grids.json?focus%5B%5D=siemens-digital-industries-software-insights-hub&focus%5B%5D=tagoio&focus%5B%5D=rayven&focus%5B%5D=elastic-observability&focus%5B%5D=tractian-tractian&focus%5B%5D=trendminer&focus%5B%5D=aws-iot-sitewise&focus%5B%5D=google-cloud-iot-core)

HyperConnect

XKI is an Internet of Things Management Platform for devices, sensors, users, user groups,user roles, events and event triggers with custom logic

Who Is the Company Behind HyperConnect?

  • Seller: XKI
  • Year Founded: 2019
  • HQ Location: Vienna, AT
  • LinkedIn® Page: at.linkedin.com
    2 employees on LinkedIn®

IBM Watson IoT Platform

IBM Watson IoT Platform can help you get a quick start on your next Internet of Things project. It is a fully managed, cloud-hosted service designed to make it simple to derive value from your Internet of Things devices. It provides capabilities such as device registration, connectivity, control, rapid visualization and storage of Internet of Things data. Connect and Manage devices: Connect to the Watson IoT Platform on IBM Cloud with ease, then set up and manage your IoT devices and data to start creating your own applications, visualization dashboards and mobile IoT apps. Build quickly and securely: Find the tools and services you need to create your IoT applications including cognitive APIs, Weather Company data, blockchain and more. Extend with Watson Cognitive APIs: Create a better experience with a natural voice interface or image recognition.

Average Rating: 4.5/5.0

Total Reviews: 21

How Do G2 Users Rate IBM Watson IoT Platform?

  • Ease of Use: 9.2/10 (Category avg: 8.8/10)
  • Quality of Support: 8.5/10 (Category avg: 8.9/10)

Who Is the Company Behind IBM Watson IoT Platform?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Company Size: 50% Small, 27% Large

What Are Recent G2 Reviews of IBM Watson IoT Platform?

What Are G2 Users Discussing About IBM Watson IoT Platform?

Imubit

Imubit is the leading provider of AI process optimization for refiners and chemical operators. The Imubit Closed-loop Neural Network Platform executes the plants’ money-making operational strategies continuously and consistently. Imubit’s platform interconnects various process units while aligning planning and economics, process engineering, process control and operations around the highest valued opportunities for closed loop optimization. To learn more about Imubit, please visit imubit.com.

Who Is the Company Behind Imubit?

  • Seller: Imubit
  • Year Founded: 2016
  • HQ Location: Houston, US
  • Twitter: @Imubit1
    43 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    172 employees on LinkedIn®

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How it works

Industrial Dashboard Kit

Industrial Dashboard Kit is a config-driven, real-time device monitoring dashboard for system integrators, automation engineers and developers who build monitoring screens for industrial equipment. Define each device's tags, units, Modbus register numbers, alert thresholds and branding in plain JSON files, and the dashboard shows a live gauge card for every tag, updated in real time over WebSocket, with a one-hour trend line and warning and critical status. A daily report shows the minimum, maximum, average and sample count for every tag and exports to CSV. A built-in simulator generates realistic data, so you can demo and develop before any hardware is connected; to connect real equipment, you replace one ingress file with your own Modbus or field-bus client. History is stored in SQLite, and the whole stack deploys with one Docker Compose command. Delivered as full source code (Vue 3, ECharts, Node.js, TypeScript, Express) with quickstart and integrator guides, as a one-time purchase with no subscription. A hardware driver is not included, and it is not a certified SCADA or safety system.

Who Is the Company Behind Industrial Dashboard Kit?

Inergio

Who Is the Company Behind Inergio?

  • Seller: Inergio
  • Year Founded: 2020
  • HQ Location: Renens, CH
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Inniti

Inniti is a laboratory equipment digitalisation and automation company that develops connectivity solutions to make labs smarter. The Inniti cloud-based Platform and IoT Connector solution enables you to: -Connect to over 1.5 million pieces of laboratory or industrial equipment from any manufacturer -Log, access, and analyse equipment data -Monitor energy consumption -Automate experiments and workflows -Integrate with any global or local IT infrastructure

Who Is the Company Behind Inniti?

  • Seller: Inniti
  • Year Founded: 2017
  • HQ Location: Copenhagen, DK
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

IoT magic Builder

IoT magic Builder is a comprehensive, No Code IoT platform developed by dDruid, a French software company. This platform enables businesses to centralize, enrich, and leverage IoT data effectively, transforming raw information into strategic assets. By simplifying the creation and deployment of IoT applications, IoT magic Builder allows companies to optimize operations, reduce costs, and develop new digital services for connected products. Its open and interoperable design ensures seamless integration with existing systems, making IoT technologies accessible to a broader range of users. Key Features and Functionality: - Data Acquisition: Collect data from various connected devices and sensors across multiple sites. - Data Processing and Storage: Process and securely store collected data for analysis and reporting. - Data Enhancement: Create customized dashboards and automatic reports to visualize and interpret data effectively. - Multi-Channel Alarming: Set up alerts through multiple channels to monitor critical parameters and respond promptly to issues. - Data Repository: Maintain a centralized repository for all IoT data, facilitating easy access and management. - Navigation Filters: Implement filters to navigate through data efficiently, enhancing user experience and decision-making. Primary Value and Solutions Provided: IoT magic Builder addresses the challenges businesses face in managing and utilizing IoT data by offering a user-friendly, No Code platform that accelerates the development and deployment of IoT applications. It enables companies to: - Optimize Operations: Streamline processes and improve efficiency by leveraging real-time data insights. - Reduce Costs: Identify and address inefficiencies, leading to cost savings in operations and maintenance. - Develop New Digital Services: Create value-added services for connected products, opening new revenue streams and enhancing customer engagement. By simplifying IoT integration and application development, IoT magic Builder empowers businesses to harness the full potential of their IoT data, turning it into a competitive advantage.

Who Is the Company Behind IoT magic Builder?

  • Seller: dDruid
  • HQ Location: Schiltigheim
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®
  • Phone: +33(0)3 67 70 70 85

IoTWorX

IoTWorX combines ICONICS new IoT gateway technology with its proven HMI/SCADA, analytics, and mobile solutions running in the cloud.

Who Is the Company Behind IoTWorX?

Who Uses This Product?

  • Company Size: 100% Small

ITC VisionFlow

Intelligent Traffic Control (ITC) offers advanced AI-driven solutions designed to transform urban traffic management by optimizing traffic signals and reducing congestion. By integrating seamlessly with existing CCTV infrastructure, ITC's software predicts traffic patterns with high precision, enabling cities to implement effective traffic policies without the need for extensive hardware modifications. Key Features and Functionality: - VisionInsight: An AI analytics solution that detects and classifies various road users in real-time, identifies traffic patterns, and presents data on an intuitive dashboard. - VisionTwin: A simulation engine that creates digital twins based on accurate traffic predictions, allowing policymakers to evaluate different scenarios and make informed urban planning decisions. - VisionFlow: An end-to-end traffic management system that generates tailored traffic plans, predicts traffic flow, and optimizes traffic signal timing to reduce congestion and improve road safety. Primary Value and Solutions Provided: ITC's solutions address the critical challenges of urban traffic congestion by leveraging AI to enhance traffic flow, reduce carbon emissions, and improve road safety. By utilizing existing infrastructure, ITC offers a cost-effective and rapidly deployable approach to modernizing traffic management systems, enabling cities to implement and optimize local policies effectively.

Who Is the Company Behind ITC VisionFlow?

Juxtum Connect

Juxtum’s machine monitoring software complements existing operations to quickly connect and harness rich, actionable data, so you can make more confident business decisions.

Who Is the Company Behind Juxtum Connect?

  • Seller: Juxtum
  • HQ Location: Cincinnati, US
  • Twitter: @JuxtumIIoT
    4 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Kaleidoscope IoT

Kaleidoscope provides enterprises with the fundamental building blocks to deploy end-to-end IoT networks and solutions by simplifying many of the complex processes in IoT deployments such as commodity hardware integrations, the network & security stack, data and cloud integrations, neural networks and machine learning and many of the other complex integrations to other platforms and clouds such as AWS, Google Compute Cloud, and Azure in the field today.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Kaleidoscope IoT?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)
  • Quality of Support: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Kaleidoscope IoT?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Kaleidoscope IoT?

Kii

Why manage multiple vendors and dozens of SDKs when you don't have to? Develop, scale, test, optimize and run from a single integrated platform. Most cloud platforms focus on getting you started quickly, but Kii is with you throughout your project's lifecycle.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Kii?

  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Quality of Support: 6.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Kii?

  • Seller: Kii
  • Year Founded: 2010
  • HQ Location: San Mateo, US
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Kii?

Kinetica

Kinetica is the database for time & space. Kinetica makes it easy and fast to: - ingest massive amounts of IoT data and other contextual data sets - fuse data sets using spatial and temporal joins - analyze data using SQL based analytics for spatial, graph, and time-series analytics or running containerized ML models

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Kinetica?

  • Ease of Use: 8.3/10 (Category avg: 8.8/10)
  • Quality of Support: 7.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Kinetica?

  • Seller: Kinetica
  • Year Founded: 2016
  • HQ Location: Vienna, US
  • Twitter: @KineticaHQ
    3,461 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    66 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Kinetica?

What Are G2 Users Discussing About Kinetica?

Kry10

Kry10 offers a secure operating system tailored for software-defined machines, enabling critical infrastructure such as vehicles, electrical grids, satellites, and medical devices to transition into intelligent, cloud-connected, and adaptive systems. Built upon the formally verified seL4 microkernel, the Kry10 Operating System ensures high assurance and performance, providing a robust foundation for mission-critical connected devices. Key Features and Functionality: - Self-Healing Capabilities: KOS is designed to prevent, contain, and recover from faults and attacks, ensuring continuous operation without downtime. - Secure Over-the-Air Updates: The system supports cryptographic signatures and trust through isolation, facilitating secure and seamless software rollouts. - Developer-Friendly Environment: KOS offers support for multiple programming languages, including C, Rust, Elixir, and Erlang, allowing developers to build applications using familiar tools. - Comprehensive Management Services: The Kry10 Management Service provides tools for managing device fleets, monitoring health, detecting attack patterns, and collecting data, ensuring efficient oversight of connected devices. - Scenic UI Framework: Integrated with the Erlang BEAM application environment, the Scenic UI framework enables the development of resilient and robust user interfaces for connected devices. Primary Value and Problem Solved: Kry10 addresses the escalating security challenges associated with the proliferation of connected devices. By providing a secure, self-healing, and developer-friendly operating system, KOS empowers organizations to innovate without fear, ensuring that their mission-critical applications are resilient against cyber threats and system faults. This approach not only enhances the security and reliability of connected devices but also streamlines their management and development, facilitating a smoother transition to intelligent, cloud-connected infrastructures.

Who Is the Company Behind Kry10?

Live Earth

A Smart City Data Visualization Platform to Increase Safety and Enhance City Services

Who Is the Company Behind Live Earth?

  • Seller: Live Earth
  • Year Founded: 2015
  • HQ Location: Dallas, US
  • Twitter: @LiveEarth
    69,842 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®
Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024