Pratik Rupareliya

Oct 22, 2021

15 min read

Top IoT development tools & platforms with comparison

The IoT (Internet of Things) market is evolving at a rapid pace. The report has claimed that the global market value of IoT platforms is going to reach $74.74 billion by 2023. The reason behind this growth is the huge demand for IoT platforms, IoT devices and other components. For different IoT devices, IoT product development needs, you must choose one of the best IoT platforms among all that are present in the market as per your business need.

If we talk about the IoT architecture, then it can be explained as a system in which there are various elements, protocols, sensors, cloud services, actuators and layers. Typically, there are four stages of the IoT architecture that are sensors and actuators, Edge IT, Internet getaways and data acquisition systems and Datacenter and cloud.

Moving towards IoT platforms then IoT platforms can be defined as a multi-layer technology that is utilized for managing and automating the connected devices. Also, these IoT platforms are useful in bringing physical objects on the online platform. That platform will offer you the best services for connecting the devices for doing a machine to machine communication.

McKinsey&Company predicts that, by 2025, the overall economic impact of the IoT could reach $11.1 trillion, surpassing sectors such as “Mobile Internet”, “Automation of knowledge work” and “Cloud technology”.

IoT cloud services assist you in collecting and sending data to the cloud and finding out the information for providing to manage the devices. You can easily interact with your apps using the devices even in offline mode. The most important feature of the AWS IoT platform is device management.

IoT Infrastructure Market is set to exceed USD 130 billion by 2024; according to a new research report.

IoT cloud services help in increasing scalability because IoT devices require a lot of storage for sharing information for important purposes. IoT in the cloud is like the StoneFly cloud that connects with Microsoft Azure for providing customers huge space for increasing the demand of users. Also, it helps in resolving the storage requirements of customers.

  • Thingworx 8 IoT platform
  • Microsoft Azure IoT Suite
  • Google Cloud’s IoT platform
  • IBM Watson IoT platform
  • AWS IoT platform
  • Cisco IoT Cloud connect
  • Salesforce IoT cloud
  • Kaa IoT platform
  • Oracle IoT platform
  • Thingspeak IoT platform

Let’s see detailed information on the most popular IoT platforms

Google is everything for us in today’s time. It is growing high even in the field of cloud platforms. It is a multi-layer secure infrastructure. It assists in enhancing the overall operational efficiency. It offers predictive equipment maintenance and solutions for smart cities and building and real-time asset tracking.

  • Machine learning has an immense capacity that any IoT will need
  • It provides real-time business insights for globally dispersed devices
  • Strong Artificial Intelligence capabilities
  • Huge support for location intelligence
  • Ability to speed up the business processes
  • Can increase the device work rate
  • Utilizes cloud services for minimizing the cost

It is an affordable platform that is very fast for data discovery, governance, integration, migration and analytics that has full power to transform, and analyst the device data streaming using Kafka or MQTT. Voracity has a small footprint engine for data manipulation for fast aggregation on the edge that has a full-stack Eclipse IDE for metadata-driven and analytics.

  • It connects and integrates sensors and log and different data sources
  • It helps in consolidating data filtering, cleansing, masking, transforming and reporting
  • It can run on a diverse range of Unix, Linux, Windows platforms from a Raspberry Pi to a z.Linux mainframe
  • It helps in migrating, subsetting, replicating and leveraging IoT data for data lakes, archival and analytics and playbooks
  • It helps in a fit-for-purpose data-wrangling node for aggregating and anonymizing IoT data and feeding IoT mining and different machine learning nodes

Particle offers different IoT solutions for connectivity, hardware, device cloud, and apps. For better connectivity reasons, it offers three main products that are Wi-Fi, Cellular and Mesh. Being an IoT software, it offers Device cloud, Device OS, IoT rules engine and developer tools. Particle is being utilized by the Opti for the training purpose of the weather casting product.

  • Capability to offer a reliable infrastructure
  • The platform can be utilized by anyone and no need for any expert person to make use
  • It has a firewall-protected cloud Google Cloud or Microsoft Azure Ability to work with data whether it is on.
  • It can easily get integrated with anything with the help of REST API for the data purpose

The Salesforce IoT cloud platform is built for maintaining custom engagement levels. The platform helps in increasing sales, marketing services, and app-related opportunities. Although, Salesforce is leveraging the IoT platform for delivering more and more productivity. It consists of different partners like Cisco Systems, AWS and more.

  • Capability to test business ideas without the need for programming
  • Offer you the real data of the product use and performance
  • Ability to work with any type of data from any of the device
  • You can opt for creating device profiles for diverse customer context data in the CRM and streaming data from all of the connected devices
  • No requirement of CS degree when the creation and management of orchestration rules

IBM Watson IoT is a Pass-Based development platform that is offered by IBM. The platform will help you in capturing and investigating data for machines, devices equipment and search the understandings for taking better decisions. Also, the IBM Watson IoT platform will allow you to optimize your operations and resources.

  • It offers an open container architecture that will support hassle-free migration of workloads to the clouds
  • It will help in building and modernizing and connecting devices with apps on the cloud without any efforts
  • It analyzes the unstructured data and understands the data pattern for extracting the valuable insights
  • It provides a dashboard for enhancing the visualization
  • It provides analytics service as an add-on service

ThingWorx platform offers rise management solutions with low app development costs and less app-creation time. It has flexible solutions for distributing full app design, run-time, and consists of an intelligent environment. The platform is even popular for its fast app development process and distributing different IoT solutions. It also offers flexibility and scalability for the future distribution and benefit of the tech world.

  • It provides easy connectivity of more devices to diverse platforms
  • It has the capability to take away the complexity of the IoT app development
  • It can share the platform among diverse developers for ensuring fast development
  • It helps in the integration of your device with the machine learning tools for automating big data analytical solutions
  • It helps in the deployment of embedded, on-premise or cloud IoT solutions

It will help you in connecting diverse devices to the cloud. Amazon AWS IoT Core is a managed cloud service. It will permit devices for connecting with the cloud and communicate with other devices and cloud apps. It will provide huge support for MQTT, lightweight communication protocol and HTTP.

  • It can process a large number of messages
  • It is a trustworthy and safe platform for routing the messages to AWS endpoints and other devices
  • It can track your apps and communicate even when you are not connected
  • It will allow you secure access to your devices
  • Using this platform, you will be able to make use of other AWS services like Amazon Kinesis, Lambda and Amazon QuickSight and more such

Microsoft Azure IoT Suite is an open-source cloud-based platform that assists in bringing local intelligence to the distributed IoT. This platform is designed for diverse industry needs. It can serve different industry sectors from manufacturing to transportation and to retail. It will provide different solutions for remote monitoring, smart spaces, connected products, and predictive maintenance.

  • It supports an instant device registry that will build a unique identity for every device
  • It offers a cloud-based dashboard that provides instant access to data from different devices and apps
  • It allows real-time streaming of analytics for improving decision-making ability
  • It facilitates continuous data analysis for actionable insights
  • It offers a remote monitoring solution for keeping a track of all the devices and apps

Samsung Artik Cloud is a solution for hardware, cloud services and software. There is a big list of products that work with Artik clouds like Amazon Echo, FitBit, Automation, and more. With the use of cloud connectors, you can integrate an existing cloud with the Artik cloud Services.

  • It collects any kind of data like discrete, continuous and historic and real-time
  • It offers built-in security to devices, apps and user interactions
  • It provides built-in privacy management
  • It helps in monetizing the data that is shared by different IoT devices
  • It will facilitate continuous data analysis for actionable insights

With the help of Oracle IoT, you can connect diverse devices to the cloud, perform the analysis of data from the devices in real-time and perform integration of data with the enterprise apps or web services. It supports the integration with oracle and non-oracle apps and different IoT devices with the help of REST API.

  • It allows for creating IoT apps and can connect the device to the JavaScript, iOS, Java, Android and C POSIX
  • It will assist in extending the supply chain, HR, ERP, and customer experience apps
  • It offers operational efficiency and worker productivity to be increased and improved
  • For analyzing the data, it offers features like data enrichment and stream processing
  • With the help of REST API, integration can be done using Oracle and non-oracle apps and different IoT devices

It is a mobility cloud-based software suite. This IoT solution is used for mobile operators and is fully optimized and utilize in the network. Cisco offers IoT solutions for security, networking and data management purposes. The Cisco IoT Cloud Connect platform mainly offers data and voice connectivity.

  • It provides a cloud-based dashboard that offers a better view and controls the IoT gateways
  • It supports data computation in a distributed network for ensuring optimum use of resources in the network
  • It allows free-flow of data between the connected devices and apps that are based on the cloud
  • It provides real-time updates
  • It offers granular and real-time visibility

It is an end-to-end IoT platform and offers a platform as a service. Altair SmartWorks assists you in connecting devices, collecting data, managing devices and data and building and running the app. It offers diverse functionalities like Listeners, rules, device management, custom alarms, triggers and data export and more such.

  • With the help of SmartWorks, you can get connected with any kind of device like gateways, machines, sensors and more such
  • It consists of an open architecture
  • With the help of REST API, you can send JSON data and XML

General Electrics Predix has also decided to take steps into the Pass game. But they are focusing on the industrial market by providing connectivity and analytics at the right scale for mainstream sectors like aviation. Its pricing is done on a pay-as-you-go basis. Although, they do not have simple pricing tables just like the larger companies. Also, they have a cool and interactive demo that you can try out.

  • Relaxed connectivity
  • Better interoperability
  • Good statistics control
  • Best security controls

SAP is yet another domain that is beneficial for remote management and monitoring each and every single device that can be put in your IoT framework. The remote devices can get connected directly or with the help of cloud management. The analytical enables the developers to make ready, sort out and focus on the collected data from the meters, sensors, and IoT gadgets.

  • It offers the option of using IoT data for building and combining AI apps
  • It has reliable message processing
  • It helps in bridging the gap between legacy and IoT protocols
  • It offers secure data consumption

DeviceHive is an open-source IoT data platform based on a machine-to-machine (M2M) communication network. Ever since it launched in 2012, DeviceHive has quickly become one of the most preferred IoT development tools in the current market scenario.

  • It is a cloud-based API. Meaning, it can be controlled remotely, minus any network configuration.
  • It has various deployment options — suitable for both mature enterprises and startups.
  • It employs the best software design techniques, including a container-based and service-oriented architecture approach.
  • It can connect with any device through MQTT, WebSockets, and REST API.
  • It supports libraries written in many programming languages, including iOS and Android, making the platform device-agnostic.

Node-RED is an IoT programming tool used for wiring together hardware devices, online services, and APIs creatively. The lightweight runtime is developed on Node.js. The IoT tool deploys the browser-based flow editor to deploy the flow in a single click.

  • It comes with a built-in library enabling you to save valuable templates, flows, or functions for re-use.
  • It is ideal for running IoT projects at the edge of the network on low-cost hardware such as Raspberry Pi.
  • There are over 225,000 modules on Node-RED’s package repository, making it easy to add new functionalities.
  • JavaScript functions can be created using the rich-text editor.

Tessel 2 is a dynamic IoT platform used primarily for creating basic IoT prototypes and solutions. It is known for cloud integration, including additional modules and sensors and can easily support up to a dozen modules, including GPS, RFID, accelerometer, and camera.

  • It is a boon to use by software developers who are knowledgeable in Node.js programming.
  • You can use sensors, ports, and actuators in one step using the Tessel ports.
  • It can be used to host several hardware and servers of IoT solutions.
  • You can draft scripts for the Tessel 2 on any text editor with the help of JavaScript and npm modules at your convenience.

Arduino IDE is a perfect blend of IoT hardware and software that allows you to write code to upload it to the microcontroller. You can install Arduino IDE for Microsoft Windows, Linux, and Apple Mac operating systems.

  • It uses C, Java, and C++ functions as programming languages.
  • It is user-friendly and mainly used to feed code to your brand.
  • You can modify the IoT platform using GPL or LGPL license requirements.
  • It has a vibrant community of global developers that post tutorials online.

It is an application framework used for building M2M apps such as fleet administration, remote control, and smart terminal. It is one of those IoT app development platforms that facilitate design structure, validation, data normalization, data retrieval functions, and long-term data repository.

  • The modelling happens in hours rather than weeks.
  • It is based on Java and the Apache Cassandra NoSQL database.
  • M2M apps can be effectively passed on to a high-performance execution environment.
  • It provides a wiki with sample applications for Android, Arduino, Ubuntu Core, Raspberry PI, and Merkur Board.

OpenSCADA is an open implementation of SCADA, short for Supervisory Control And Data Acquisition and HMI (Human-Machine Interface) systems. The main properties include modularity, multi-platform, scalability, and openness. OpenSCADA is an open-source tool, and its source texts can be freely obtained for further compilation and use.

  • It is intended to perform ordinary functions of SCADA systems.
  • It helps in building machine tools, mobile systems, server equipment monitoring, smart houses, and so on.
  • It works with data efficiently in real-time.
  • Its program architecture allows you to realize the distributed client-server systems of any stature.

Previously known as Raspbian, it is a platform used in popular IoT devices. It comes with preinstalled IoT software such as Chromium, Mathematica, and Minecraft Pi Edition. The user interface of Raspberry Pi is similar to macOS, Windows, Ubuntu Linux, and so on.

That makes it extremely useful for experimental, educational, and general purposes ensuring constant development.

  • With the help of cloud-based APIs, you can deploy various apps on top of a Raspbian OS running on an x86 computer.
  • It comes with detailed documentation that makes it easy for first-time users to access the platform.
  • There are certain substitutes for the IoT framework, which are network-based educational solutions.
  • It has a thriving global community wherein the developers also run online tutorials.

AWS IoT is considered the best IoT platform worldwide as per the end-user satisfaction result rate. Users love its features and different IoT services mainly analytics and Device management. It also scored best-in-class among various aspects that cover security features.

The top three IoT platforms for product development are AWS (Amazon Web Services), Microsoft Azure IoT hub and IBM Watson IoT platform.

An IoT platform is needed for enabling you for connecting assets, vehicles, machinery and embedded sensors and tags that are established using an internet-enabled connection for transmitting data and remotely monitoring and controlling the ecosystem.

Google supports strong offerings in containers as Google has developed the Kubernetes standard that AWS offers now. Google Cloud platform is specialized in offering high computing like Analytics, Big Data and Machine Learning. In the end, it depends on your requirement to make one choice between Google Cloud and Microsoft Azure for IoT solution development.

IoT and cloud computing are two different technologies. Cloud computing covers the delivery of data, apps, photos, videos and more across the Internet and to the data centres. On the other hand, IoT refers to the connecting of devices to the Internet.

As the demand and scope of IoT are flourishing across diverse industry sectors, it has become essential need to understand the top IoT development platforms and tools in detail.

Above-described is the points that will help you to choose the top IoT development companies among all that are present in the market. You can choose the IoT application development platforms as per your business need. Understanding the requirement, the experts will guide you to make the final choice of IoT platform and tool.

We at Intuz have immense experience in providing IoT product development solutions to different clientele. Our expert IoT developers are highly talented and skilled to work on IoT development project. Coming to us, you will never get disappointed as we only strive for success and customer satisfaction.

This blog was originally published on on September 20, 2021.