10 Best IoT Platforms Tools in 2026

K3s is lightweight Kubernetes that runs anywhere. Certified Kubernetes with minimal resources—container orchestration for edge, IoT, and development. The installation is trivial. The resource usage is small. The compatibility is full. Teams needing Kubernetes without heavy infrastructure choose K3s for lightweight orchestration.

Node-RED connects IoT and APIs visually. Flow-based programming for automation—wiring things together without deep coding. The visual approach is accessible. The IoT integration is strong. The use cases span devices and services. IoT projects and automation enthusiasts use Node-RED for flow-based integration.

Losant is an Enterprise IoT Platform designed to accelerate the creation of IoT products and solutions. It provides a comprehensive suite of tools for connecting, visualizing, and automating devices and data, enabling businesses to gain real-time insights and actionable intelligence. The platform features a low-code workflow engine that collects, centralizes, and integrates data from various connected devices and systems, facilitating seamless data orchestration and visualization. Losant is ideal for enterprises looking to transform their operations, manage asset inventory and conditions, and turn products into intelligent assets. It offers custom branding, API integration, multi-tenancy, and an edge agent for integrating with PLCs, CRMs, and cloud services like Azure/AWS. The platform emphasizes agility, flexibility, and scalability, handling millions of data points per second, and supports the creation of custom end-user experiences from real-time data.

OctoPrint is a free and open-source web interface that allows users to remotely control and monitor their 3D printers. It runs on a small, dedicated computer like a Raspberry Pi, connecting directly to the printer. This setup enables users to manage print jobs, view live webcam feeds, and adjust printer settings from any device with a web browser, eliminating the need to be physically present at the printer. The software provides comprehensive control over the 3D printing process, including starting, pausing, and stopping prints, monitoring temperature, and controlling printer axes. It is designed for 3D printer enthusiasts, hobbyists, and professionals who want greater flexibility and convenience in managing their print operations, especially for long or numerous print jobs. Key benefits include enhanced workflow, remote access, and the ability to detect and address issues early, reducing failed prints and material waste.

Edge Impulse is a comprehensive edge AI development platform that enables machine learning teams to build, train, and deploy AI models directly onto a wide range of edge devices, from microcontrollers to powerful gateways. It simplifies the complex process of edge AI development by providing tools for data ingestion, feature engineering, model optimization, and deployment, accelerating the delivery of next-generation intelligent products and solutions. The platform is designed for engineers and developers working on products that require on-device intelligence, such as those in manufacturing, product development, transportation, and industrial sectors. It helps users unlock insights from sensor data, reduce time to market, and de-risk model development through agnostic and scalable AI tools. Edge Impulse supports various data types, models, and edge hardware, ensuring flexibility and broad applicability. Key benefits include faster time to market, removal of hidden complexities in ML development, and the ability to quickly progress high-value tasks leading to commercialization. The platform emphasizes seamless collaboration for production-ready models and offers robust features for optimizing performance, testing with real-world data, and continuous monitoring post-deployment.

Ubidots is an Industrial IoT platform designed to help businesses maximize machine uptime, improve efficiency, and drive digital transformation. It provides tools to swiftly connect machines, visualize data, and trigger custom actions based on real-time insights. The platform enables data-driven decisions through codeless visualizations, smart alerts, scheduled reports, and data analytics. It supports various IoT integrations and connectors, allowing for quick deployment of Industry 4.0 solutions. Ubidots also offers cloud-based SCADA enhancements, interoperability with existing CMMS and MES software, and granular user permissions with custom branding to ensure organizational adoption. Ubidots caters to a wide range of industries including manufacturing, oil & gas, mining, energy management, water management, agriculture, healthcare, smart cities, and building management. It aims to accelerate the IoT journey for companies looking to turn ideas into digital transformation, offering flexible plans from professional use to enterprise-level deployments with custom capacities and dedicated support.

ThingsBoard is an open-source Internet of Things (IoT) platform designed for comprehensive management of IoT solutions. It facilitates device connectivity using industry-standard protocols like MQTT, CoAP, and HTTP, and supports both cloud and on-premises deployments. The platform offers robust capabilities for provisioning, monitoring, and controlling IoT entities, defining relationships between devices, assets, and customers, and collecting and visualizing telemetry data in a scalable and fault-tolerant manner. ThingsBoard caters to a wide range of IoT use cases, including smart energy, smart farming, fleet tracking, smart metering, environment monitoring, smart office, and water metering. It provides a powerful rule engine for data processing, transformation, and normalization, enabling users to raise alarms based on various events. The platform is built with a microservices architecture, ensuring scalability and fault-tolerance, and offers different editions including a Community Edition, a Professional Edition with advanced features like white-labeling and advanced RBAC, and a fully managed Cloud service.

Cala is an intelligent hot water management system designed to optimize water heating for residential use. It provides users with an intuitive app to monitor hot water consumption, track energy savings, and customize heating preferences. The system learns user habits and tailors its operation to prioritize specific goals such as cost reduction, carbon emission reduction, integration with solar power systems, or maximizing comfort. Cala is ideal for homeowners looking to gain greater control over their hot water usage and energy consumption. It offers features like instant boost for additional hot water and an away mode to conserve energy when the home is unoccupied, ensuring hot water is ready upon return. By adapting to individual needs, Cala simplifies hot water management while promoting efficiency and sustainability.

TagoIO is an Internet of Things (IoT) cloud platform designed to simplify the development, deployment, and management of IoT applications. It provides tools for connecting various IoT devices, processing their data, and building custom dashboards and analytics. The platform aims to make IoT accessible and efficient for businesses by offering templates, connectors, and an emulator for validation. This platform is ideal for businesses and developers looking to quickly build and scale IoT solutions without extensive coding or infrastructure management. It supports a wide range of connectivity options and device types, enabling users to transform raw sensor data into valuable insights and create powerful applications for various use cases, such as asset tracking, renewable energy monitoring, and smart city initiatives. TagoIO focuses on ease of use, allowing users to build, customize, and deploy IoT solutions with a streamlined workflow. It offers features like device management, real-time data analysis, customizable dashboards, and access control, all within a scalable cloud environment.

Golioth provides a complete device-to-cloud foundation specifically designed for hardware teams building IoT products. It eliminates the need for extensive custom cloud infrastructure development, allowing teams to focus on their core product. The platform supports a wide range of hardware and RTOS, enabling rapid prototyping and deployment of connected devices. Golioth offers robust device management capabilities, including secure over-the-air (OTA) updates, remote configuration, and comprehensive logging. Its 'Pipelines' feature simplifies data routing and transformation, allowing raw device data to be easily sent to various cloud services, analytics platforms, or AI models. The platform also integrates hybrid AI orchestration, enabling edge inference and continuous model improvement using real-world data from deployed devices. Security is built-in from the ground up with end-to-end encryption and certificate authentication.