# Best IoT Development Tools for Small Business *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)* Products classified in the overall IoT Development Tools category are similar in many regards and help companies of all sizes solve their business problems. However, small business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Small Business IoT Development Tools to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Small Business IoT Development Tools category. In addition to qualifying for inclusion in the IoT Development Tools category, to qualify for inclusion in the Small Business IoT Development Tools category, a product must have at least 10 reviews left by a reviewer from a small business. ## How Many IoT Development Tools Products Does G2 Track? **Total Products under this Category:** 61 ### Category Stats (May 2026) - **Average Rating**: 4.36/5 (↑0.01 vs Apr 2026) - **New Reviews This Quarter**: 5 - **Buyer Segments**: Small-Business 50% │ Mid-Market 33% │ Enterprise 17% - **Top Trending Product**: ARTIK Cloud (+0.059) *Last updated: May 26, 2026* ## How Does G2 Rank IoT Development Tools Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 800+ Authentic Reviews - 61+ 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. ## What Are the Top-Rated IoT Development Tools Products in 2026? ### 1. [AWS IoT](https://www.g2.com/products/aws-iot/reviews) AWS IoT is a comprehensive suite of services designed to connect, manage, and analyze data from billions of devices, ranging from simple sensors to complex industrial machinery. It enables secure, bi-directional communication between internet-connected devices and the AWS cloud, facilitating the development of intelligent applications that respond to real-world events. Key Features and Functionality: - Device Connectivity: AWS IoT Core supports multiple communication protocols, including MQTT, HTTPS, MQTT over WebSockets, and LoRaWAN, allowing devices to connect securely and reliably without the need to manage servers. - Device Management: AWS IoT Device Management simplifies the registration, organization, monitoring, and remote management of IoT devices at scale, including over-the-air (OTA) updates. - Security: AWS IoT Device Defender provides tools to identify and respond to security issues, auditing device fleets to ensure adherence to security best practices and continuously monitoring for abnormal behavior. - Data Processing and Analytics: AWS IoT Analytics automates the collection, processing, and analysis of IoT data, enabling real-time insights and integration with machine learning models. - Edge Computing: AWS IoT Greengrass extends AWS capabilities to edge devices, allowing local data processing, messaging, and machine learning inference, reducing latency and conserving bandwidth. Primary Value and Solutions: AWS IoT addresses the challenges of connecting and managing vast networks of devices by providing a scalable, secure, and fully managed platform. It enables organizations to collect and analyze data from diverse devices, leading to improved operational efficiency, enhanced security, and the development of innovative, data-driven applications. By integrating with other AWS services, AWS IoT facilitates seamless data flow and processing, empowering businesses to make informed decisions and respond swiftly to changing conditions. **Average Rating:** 4.3/5.0 **Total Reviews:** 91 **How Do G2 Users Rate AWS IoT?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.0/10) - **Quality of Support:** 8.8/10 (Category avg: 8.7/10) - **Platform:** 9.2/10 (Category avg: 8.8/10) - **Patches & Updates:** 8.1/10 (Category avg: 8.4/10) **Who Is the Company Behind AWS IoT?** - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud (2,228,514 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (156,424 employees on LinkedIn®) - **Ownership:** NASDAQ: AMZN **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 46% Enterprise, 31% Small-Business ### 2. [TagoIO](https://www.g2.com/products/tagoio/reviews) TagoIO is a full-stack IoT platform that simplifies how teams build and scale IoT applications, freeing them to focus on innovation instead of infrastructure. The platform combines ease of use with enterprise-grade capabilities, enabling businesses to connect, manage, and analyze device data at scale while maintaining full control over their solutions. Trusted by over 20,000 developers across 130+ countries, TagoIO powers IoT solutions in Agriculture, Energy, Buildings, Industrial, and Logistics. The same platform that accelerates a quick proof of concept can scale to millions of data points in global production, without lock-in, and with real human support along the way. Create a free account and start turning your ideas based on sensors, data, and analytics into solutions. For more information, visit www.tago.io. **Average Rating:** 4.9/5.0 **Total Reviews:** 53 **How Do G2 Users Rate TagoIO?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.0/10) - **Quality of Support:** 9.7/10 (Category avg: 8.7/10) - **Platform:** 10.0/10 (Category avg: 8.8/10) - **Patches & Updates:** 10.0/10 (Category avg: 8.4/10) **Who Is the Company Behind TagoIO?** - **Seller:** [TagoIO](https://www.g2.com/sellers/tagoio) - **Company Website:** https://tago.io - **Year Founded:** 2014 - **HQ Location:** Raleigh, US - **Twitter:** @tagoio (880 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/tago.io (25 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Industrial Automation, Information Technology and Services - **Company Size:** 77% Small-Business, 14% Mid-Market #### What Are TagoIO's Pros and Cons? **Pros:** - Ease of Use (22 reviews) - Flexibility (17 reviews) - User-Friendly (16 reviews) - Custom Dashboards (15 reviews) - Easy Integrations (13 reviews) **Cons:** - Learning Curve (9 reviews) - High Pricing (8 reviews) - Complexity (4 reviews) - Limited Customization (4 reviews) - Poor Documentation (4 reviews) ### 3. [Golioth](https://www.g2.com/products/golioth/reviews) Golioth is an IoT development platform, often referred to as middleware, designed to assist users in the creation and management of custom hardware and firmware. This platform stands out for its agnostic approach, allowing developers to connect various physical devices to the internet seamlessly. Founded by Jonathan Beri, who has extensive experience in IoT development through his work at companies like WeWork, Particle, and Google Nest, Golioth was officially launched in 2020 and has since gained recognition as a universal connector for IoT applications. Targeted primarily at embedded engineers and businesses looking to innovate in the IoT space, Golioth provides a robust framework for capturing, transforming, and routing data from devices to the cloud. The platform is particularly beneficial for those working with low-power microcontrollers, as it simplifies the complexities often associated with IoT development. By offering an open API and a flexible firmware SDK, Golioth enables developers to build and manage their IoT solutions efficiently, whether they are creating prototypes or scaling to production. Key features of Golioth include a comprehensive suite of developer tools and open-source reference designs, which facilitate the rapid development of IoT devices. This allows businesses to accelerate their time to market, transforming ideas into functional products more quickly and effectively. Additionally, Golioth supports the training and management of AI models on constrained devices, providing a powerful solution for businesses looking to integrate advanced analytics into their IoT applications. For owner/operators who may lack the resources or expertise to develop their own hardware or IoT applications, Golioth offers tailored solutions. This aspect of the platform ensures that even those without dedicated development teams can leverage the power of IoT technology. By reaching out to Golioth’s solutions team, businesses can explore how to effectively implement IoT strategies that meet their specific needs, enhancing operational efficiency and driving innovation in their respective industries. **Average Rating:** 4.4/5.0 **Total Reviews:** 66 **How Do G2 Users Rate Golioth?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.0/10) - **Quality of Support:** 8.9/10 (Category avg: 8.7/10) - **Platform:** 8.6/10 (Category avg: 8.8/10) - **Patches & Updates:** 8.1/10 (Category avg: 8.4/10) **Who Is the Company Behind Golioth?** - **Seller:** [Golioth, Inc.](https://www.g2.com/sellers/golioth-inc) - **Year Founded:** 2020 - **HQ Location:** San Francisco, CA - **LinkedIn® Page:** https://www.linkedin.com/company/golioth/ (18 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Consumer Electronics - **Company Size:** 86% Small-Business, 12% Mid-Market #### What Are Golioth's Pros and Cons? **Pros:** - IoT Connectivity (8 reviews) - Ease of Use (5 reviews) - Efficient Solutions (5 reviews) - Easy Management (4 reviews) - User-Friendly (4 reviews) **Cons:** - Poor Documentation (4 reviews) - Slow Performance (4 reviews) - Complexity (3 reviews) - Learning Curve (3 reviews) - Limited Customization (3 reviews) ### 4. [Mbed OS](https://www.g2.com/products/mbed-os-2022-05-24/reviews) Arm security IP extends across the system with processors and subsystem protection (both hardware and software), as well as acceleration and offloading. **Average Rating:** 4.5/5.0 **Total Reviews:** 24 **How Do G2 Users Rate Mbed OS?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 9.0/10) - **Quality of Support:** 8.0/10 (Category avg: 8.7/10) **Who Is the Company Behind Mbed OS?** - **Seller:** [ARM](https://www.g2.com/sellers/arm) - **Year Founded:** 1990 - **HQ Location:** Cambridge, Cambs - **Twitter:** @ArmSoftwareDev (6,061 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/arm/about (11,007 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 63% Small-Business, 25% Mid-Market #### What Are Mbed OS's Pros and Cons? **Pros:** - Ease of Use (2 reviews) - Innovative Features (2 reviews) - Open Source (2 reviews) - Cloud Computing (1 reviews) - Community Support (1 reviews) **Cons:** - OS Issues (2 reviews) - Compatibility Issues (1 reviews) - Connectivity Issues (1 reviews) - Driver Issues (1 reviews) - Hardware Limitations (1 reviews) ### 5. [Particle](https://www.g2.com/products/particle/reviews) Particle is the leading edge-to-cloud infrastructure for the Internet of Things, helping thousands of companies power world-class connected machines, sensors, and devices. Particle provides everything you need to build an IoT product in one tightly-integrated platform, so you can focus your time and energy on what matters: your product, application, data, and customers. Hundreds of manufacturers, thousands of startups, and 260,000 developers use Particle to power their IoT products; to learn more, visit particle.io. **Average Rating:** 4.5/5.0 **Total Reviews:** 180 **How Do G2 Users Rate Particle?** - **Has the product been a good partner in doing business?:** 8.4/10 (Category avg: 9.0/10) - **Quality of Support:** 8.2/10 (Category avg: 8.7/10) - **Platform:** 9.0/10 (Category avg: 8.8/10) - **Patches & Updates:** 8.6/10 (Category avg: 8.4/10) **Who Is the Company Behind Particle?** - **Seller:** [Particle](https://www.g2.com/sellers/particle) - **Year Founded:** 2012 - **HQ Location:** San Francisco, CA - **Twitter:** @particle (21,968 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2922700/ (113 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Student, CEO - **Top Industries:** Information Technology and Services, Higher Education - **Company Size:** 77% Small-Business, 16% Mid-Market ### 6. [Cisco IoT Cloud Connect](https://www.g2.com/products/cisco-iot-cloud-connect/reviews) Cisco technologies can help your business create value from the IoT. **Average Rating:** 4.3/5.0 **Total Reviews:** 26 **How Do G2 Users Rate Cisco IoT Cloud Connect?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.0/10) - **Quality of Support:** 8.4/10 (Category avg: 8.7/10) - **Platform:** 7.9/10 (Category avg: 8.8/10) - **Patches & Updates:** 7.2/10 (Category avg: 8.4/10) **Who Is the Company Behind Cisco IoT Cloud Connect?** - **Seller:** [Cisco](https://www.g2.com/sellers/cisco) - **Year Founded:** 1984 - **HQ Location:** San Jose, CA - **Twitter:** @Cisco (721,410 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cisco/ (95,742 employees on LinkedIn®) - **Ownership:** NASDAQ:CSCO **Who Uses This Product?** - **Top Industries:** Computer & Network Security - **Company Size:** 39% Mid-Market, 30% Small-Business ### 7. [Mozilla WebThings](https://www.g2.com/products/mozilla-webthings/reviews) An open platform for monitoring and controlling devices over the web. **Average Rating:** 4.6/5.0 **Total Reviews:** 15 **How Do G2 Users Rate Mozilla WebThings?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.0/10) - **Quality of Support:** 8.6/10 (Category avg: 8.7/10) - **Platform:** 7.8/10 (Category avg: 8.8/10) - **Patches & Updates:** 8.0/10 (Category avg: 8.4/10) **Who Is the Company Behind Mozilla WebThings?** - **Seller:** [Mozilla](https://www.g2.com/sellers/mozilla) - **Year Founded:** 2005 - **HQ Location:** San Francisco, CA - **Twitter:** @mozilla (262,146 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/13948/ (1,755 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 80% Small-Business, 13% Mid-Market ### 8. [Tuya IoT Development Platform](https://www.g2.com/products/tuya-iot-development-platform/reviews) Tuya Smart (NYSE: TUYA) is a leading global IoT Cloud Platform that connects the intelligent needs of brands, OEMs, developers, and retail chains, providing a one-stop IoT PaaS-level solution that contains hardware development tools, global cloud services, and smart business platform development, offering comprehensive ecosystem empowerment from technology to marketing channels to build the world's leading IoT Cloud Platform. **Average Rating:** 4.0/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Tuya IoT Development Platform?** - **Has the product been a good partner in doing business?:** 7.9/10 (Category avg: 9.0/10) - **Quality of Support:** 8.3/10 (Category avg: 8.7/10) - **Platform:** 8.5/10 (Category avg: 8.8/10) - **Patches & Updates:** 8.3/10 (Category avg: 8.4/10) **Who Is the Company Behind Tuya IoT Development Platform?** - **Seller:** [Tuya Smart](https://www.g2.com/sellers/tuya-smart) - **Year Founded:** 2014 - **HQ Location:** Santa Clara, US - **Twitter:** @tuyasmart (4,823 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/13177631 (611 employees on LinkedIn®) - **Ownership:** NYSE: TUYA **Who Uses This Product?** - **Company Size:** 77% Small-Business, 15% Enterprise ### 9. [Eclipse IoT](https://www.g2.com/products/eclipse-iot/reviews) Eclipse IoT provides the technology needed to build IoT Devices, Gateways, and Cloud Platforms. **Average Rating:** 4.3/5.0 **Total Reviews:** 26 **How Do G2 Users Rate Eclipse IoT?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.0/10) - **Quality of Support:** 7.9/10 (Category avg: 8.7/10) - **Platform:** 8.0/10 (Category avg: 8.8/10) - **Patches & Updates:** 8.6/10 (Category avg: 8.4/10) **Who Is the Company Behind Eclipse IoT?** - **Seller:** [Eclipse Foundation](https://www.g2.com/sellers/eclipse-foundation) - **Year Founded:** 2004 - **HQ Location:** Brussels, Belgium - **Twitter:** @EclipseFdn (31,050 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/34093/ (237 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 46% Small-Business, 35% Enterprise ## What Is IoT Development Tools? [IoT Management Platforms](https://www.g2.com/categories/iot-management) ## What Software Categories Are Similar to IoT Development Tools? - [IoT Platforms](https://www.g2.com/categories/iot-platforms) - [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms) --- ## How Do You Choose the Right IoT Development Tools? ### What You Should Know About IoT Development Tools ### What are IoT Development Tools? Internet of things (IoT) development tools are software development solutions that help developers build IoT applications. IoT developers can use these tools when building web, mobile, and device applications. IoT development tools may be used on top of [IoT platforms](https://www.g2.com/categories/iot-platforms#learn-more)when building IoT applications or in conjunction with [IoT device management tools](https://www.g2.com/categories/iot-platforms#learn-more). As IoT devices become more commonplace in business strategies, the benefits are quickly emerging across the board. This includes business analytics and insights, improved efficiency, and creating a greater customer experience.  **What Does IoT Stand For?** IoT stands for the internet of things. IoT, in broad terms, connects and shares data across billions of devices and physical objects over the internet. There are a wide variety of use cases and capabilities for IoT applications, devices, and solutions that will be further discussed below.  ### What are the Common Features of IoT Development Tools? The following are some core features within IoT development tools:  **Ease of use** : IoT development systems often require more technical knowledge than no-code alternatives, but that does not mean they need to be difficult to use. IoT development tools can be simplified by adding features such as syntax highlighting, shortcuts, and completion aid automation.  **Integrations or APIs:** An API is a software intermediary that allows two applications to communicate with each other. IoT development tools will often come prebuilt with libraries of APIs, or protocols that help simplify certain development outcomes. Using these APIs, users can streamline the process of connecting and deploying devices, saving time and energy from manual coding. **Help guides:** As with many development tools and open-source tools, IoT development solutions will regularly provide documentation and help guides to assist with using the products to their fullest potential. These developer documents may provide information about product features, user commands, and general instructions for users. In some cases, documentation may provide detailed instruction for getting started, configuring different types of hardware, and troubleshooting, along with information about supported hardware and basic knowledge related to IoT technology and development. An [integrated development environment (IDE)](https://www.g2.com/articles/ide? __hstc=171774463.b1c0089bc673177da3fc54a6a3f4a2ac.1626185098825.1628519705570.1628522490904.61&__ hssc=171774463.4.1628522490904&__hsfp=4215824752) is a specific type of IoT software development for building applications that combines common developer tools into a single graphical user interface (GUI). Developers using the tools in this category will spend a significant amount of time writing and editing lines of code. ### What are the Benefits of IoT Development Tools? A few benefits of IoT development tools are listed below: **Programming:** Programming enables developers to design IoT solutions using popular IoT programming languages such as Python, Node.js, and Java. IoT development systems provide the means for programming IoT applications. This gives users a blank canvas in which developers can design the ideal IoT ecosystem for their respective business scenarios.  **Expanded use cases:** IoT development tools help expand existing IoT applications with unique functionalities and an increased range of connected devices. This includes building applications and improving integration with other IoT devices.  **Application development:** IoT app development helps provide APIs, documentation guides, and open-source code in some cases to support developers and a wide variety of application development scenarios.  ### Who Uses IoT Development Tools? While some organizations are still developing their IoT capabilities, many forward-thinking organizations have created IoT-specific job positions. Some of the most common IoT focused titles include: **IoT developers:** These individuals oversee the creation of devices or sensors, including programming software that allows devices to both connect with other systems and function properly on their own. Other responsibilities for IoT developers may include designing, coding, and testing features of products meant to connect to other devices. **IoT engineers:** IoT engineers develop innovative services that help users receive, control, and manage information. They are also in charge of developing and managing a vast array of IoT devices, platforms, software, hardware, and systems through a combination of data, technology, and research. **IoT solutions architects:** IoT solutions architects are involved in developing practical uses and applications of IoT technology. They typically work with engineers and salespeople to facilitate process development. ### Challenges with IoT Development Tools IoT development tools can come with their own set of challenges. **Security:** IoT technology includes numerous connected devices. This connectivity makes IoT devices and IoT applications common targets for hackers. Individuals who utilize IoT applications should be educated on how to avoid falling for potential cybersecurity threats.  **IoT gateways:** IoT gateways are key to the connectivity of IoT devices. Different devices can have different connectivity protocols: Bluetooth, Wi-Fi, serial ports, Zigbee, and have various energy profiles. Gateways are located between the connected devices, IoT sensors, and the cloud, so the entire IoT ecosystem depends on them. **Operating systems:** Before starting IoT application development, several technical factors should be considered. First of all, the team has to evaluate the IoT devices they will work with. IoT devices generally have limited memory capacity. This means the developers have to choose the corresponding operating system. It should fit both the capabilities of the device and the requirements for its functionality. ### Which Companies Should Buy IoT Development Tools? For IoT development tools to be effective, organizations should have a base level of IoT infrastructure and applications already in existence at the organization.  **Companies with IoT infrastructure:** Companies who already have made the upfront investment in IoT technology can quickly unlock the full potential of IoT development tools. They can even take advantage of more advanced IoT development solutions, such as IDEs or command-line interfaces.  **Companies with less IoT infrastructure:** Companies with less IoT infrastructure should consider investing in technology such as IoT platforms or IoT device management to provide a foundation for the development tools. If not, they should consider less complex, no-code alternatives to IoT development tools.  ### How to Buy IoT Development Tools #### Requirements Gathering (RFI/RFP) for IoT Development Tools As an emerging technology, IoT is a new area for many organizations. Before investing in IoT development tools, organizations should make the upfront investment to be prepared and ready to implement IoT applications. This includes potentially hiring developers and other key IoT-focused positions, as well as investing in any additional devices needed to support IoT development.  Prioritization of requirements can aid the selection team in deciding what tool would best fit their company’s needs. Since IoT is an emerging technology, the development tools may change and develop over time.  #### Compare IoT Development Tools Products **Create a long list** Before choosing an IoT software development solution, organizations should consider the use cases for their organization, as well as how they would like to access and deploy the tools. The size of the organization, as well as the scope of the organization, are all key factors to consider as well. Many IoT software development tools are open-source tools. Deployment preference should also be considered. Many IoT software development tools offer cloud platforms and cloud services options, such as PaaS. Companies should also consider the development platform involved, such as iOS, Android, or Raspberry Pi.  **Create a short list** As IoT continues to develop as a technology, companies considering acquiring IoT technology should be adaptable to future needs and developments. Scalability, customization, and personalization should all be considered when selecting a vendor from a short list. Many IoT software development tools are complex, and therefore companies should ensure that the product is user friendly for their IoT team. The software development process can be simplified potentially through real-time updates, courtesy of automation, artificial intelligence, and machine learning.  **Conduct demos** Before investing in an IoT software development tool, organizations must take the time to meet with vendors to test out the software development tool. In particular, organizations should ensure that the IoT software development tool involved is compatible with other products and upcoming projects.  #### Selection of IoT Development Tools **Choose a selection team** Unlike IoT platforms, which have low code or no code, IoT software development systems are fairly complex and require an individual to have a background in the space. The selection team should therefore consist of IoT specialists, such as IoT developers, IoT engineers, and IoT solution architects. If an organization lacks these specialist roles, general software and application developers should be involved.  **Negotiation** Upon entering the negotiation stage, organizations should have a clear sense of the potential use cases they are hoping to solve with the IoT software development tool they are purchasing. They should have a short list of vendors who fit these use cases and can scale and grow in case additional business needs emerge. Pricing for IoT development tools will vary depending on the exact tool purchased, as well as the scale of IoT development projects. When purchasing these tools, it’s important to factor in any additional costs needed to acquire compatible IoT systems and resources.  **Final decision** If an organization has IoT specialists, the purchasing decision should be led and organized by them. These specialists would be the most informed members of the team and have the background knowledge to understand if the IoT software development tool is compatible with other IoT systems within the organization.