# Best IoT Edge Platforms

  *By [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)*

   IoT edge platforms help facilitate localized computer processing on IoT devices. These devices constantly analyze streams of data including information about networks, actions, and anything else the device is connected to or interacting with. IoT edge platforms provide containerized modules to deploy on IoT devices, a runtime to execute actions locally, and a cloud-based interface for monitoring and management.

Companies use these technologies to reduce bandwidth usage for IoT devices, respond quicker to malfunction, and reduce overall network traffic. Shifting IoT analytics to the edge can also increase security by reducing the amount of data being transferred over networks.

There is some overlap between IoT edge platforms and [IoT analytics software](https://www.g2.com/categories/iot-analytics), but most IoT analytics solutions do not shift workloads to the edge so processing can be completed locally on the device. Many non-edge IoT analytics solutions simply gather large amounts of data and centralize the information and analytics processes.

To qualify for inclusion in the IoT Edge Platforms category, a product must:

- Provide edge modules to deploy on IoT devices
- Provide a containerized runtime to manage devices and execute actions
- Provide a cloud-based monitoring console for real-time edge analytics




  
## How Many IoT Edge Platforms Products Does G2 Track?
**Total Products under this Category:** 40

### Category Stats (May 2026)
- **Average Rating**: 4.49/5
- **New Reviews This Quarter**: 2
- **Buyer Segments**: Small-Business 50% │ Mid-Market 50%
- **Top Trending Product**: Rayven (+0.039)
*Last updated: May 18, 2026*

  
## How Does G2 Rank IoT Edge Platforms Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 700+ Authentic Reviews
- 40+ 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.

  
## Which IoT Edge Platforms Is Best for Your Use Case?

- **Leader:** [TagoIO](https://www.g2.com/products/tagoio/reviews)
- **Highest Performer:** [Gravio Edge IoT Platform](https://www.g2.com/products/gravio-edge-iot-platform/reviews)
- **Easiest to Use:** [Portainer](https://www.g2.com/products/portainer/reviews)
- **Top Trending:** [Portainer](https://www.g2.com/products/portainer/reviews)
- **Best Free Software:** [Portainer](https://www.g2.com/products/portainer/reviews)

  
  ## What Are the Top-Rated IoT Edge Platforms Products in 2026?
### 1. [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

**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)

### 2. [AWS Snowball](https://www.g2.com/products/aws-snowball/reviews)
  AWS Snowball is a petabyte-scale data transfer service built around a secure suitcase-sized device that moves data into and out of the AWS Cloud quickly and efficiently. Jobs begin in the AWS Management Console, when a device (or devices) are shipped to your designated site to be filled up with data. Once the job is finished, the device is shipped back to AWS and the data put into your S3 bucket. Typical transfer times are about a week from start to finish. Snowballs are commonly used to ship terabytes or petabytes of analytics data, healthcare and life sciences data, video libraries, image repositories, backups, and archives as part of data center shutdown, tape replacement, or application migration projects.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 34

**Who Is the Company Behind AWS Snowball?**

- **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 (2,227,557 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (156,424 employees on LinkedIn®)
- **Ownership:** NASDAQ: AMZN

**Who Uses This Product?**
  - **Company Size:** 68% Enterprise, 18% Mid-Market


### 3. [Azure IoT Edge](https://www.g2.com/products/azure-iot-edge/reviews)
  Azure IoT Edge is a fully managed service that delivers cloud intelligence locally and makes hybrid cloud and Internet of Things (IoT) solutions a reality.


  **Average Rating:** 4.1/5.0
  **Total Reviews:** 11

**Who Is the Company Behind Azure IoT Edge?**

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft (13,115,342 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (227,697 employees on LinkedIn®)
- **Ownership:** MSFT

**Who Uses This Product?**
  - **Company Size:** 50% Small-Business, 33% Enterprise


### 4. [SUSE Rancher](https://www.g2.com/products/suse-rancher/reviews)
  SUSE Rancher is a complete Kubernetes management platform that simplifies how teams deploy, manage, and secure clusters across any infrastructure on-prem, in the cloud, or at the edge. It brings centralized authentication, policy enforcement, visibility, and tooling together in one place so platform teams can manage the full Kubernetes lifecycle without jumping between systems. You can run SUSE Rancher as a free community edition, or choose Rancher Prime for enterprise support and security, or Rancher Suite to combine Rancher with integrated observability, storage, and virtualization. Why teams use SUSE Rancher Cluster management that scales Manage all your Kubernetes clusters across different clouds, data centers, and even edge devices from one dashboard. Provision new clusters, apply global policies, and monitor everything from a central control plane. Works anywhere Rancher supports any certified Kubernetes distro. Use it with upstream Kubernetes, RKE2, EKS, AKS, GKE, K3s, or even vSphere. You get the same control and experience everywhere. Simple, secure app deployment Use Helm or the built-in SUSE Application Collection to deploy apps across one or many clusters. You can enforce consistent policies and get visibility into health and performance. What you get Centralized cluster lifecycle management Create, upgrade, scale, and delete clusters across environments with a few clicks or API calls. Automate Day 2 operations like backups, upgrades, and monitoring. Built-in authentication and access control Integrates with your identity provider (LDAP, AD, SAML, OIDC) and gives you fine-grained RBAC controls for all clusters. Policy and compliance management Use pre-built Kubewarden policies or write your own to enforce security and operational best practices across your fleet. Extensible platform Extend Rancher with your own tools or use community and partner-developed extensions. Easily add monitoring, logging, backup, and more through the UI. Enterprise support and ecosystem With Rancher Prime, you get access to SUSE’s private container registry, hardened images, long-term support, and expert services. Rancher Suite bundles this with enterprise observability, storage (Longhorn), and virtualization (KubeVirt-based). Who it’s for SUSE Rancher is for organizations running Kubernetes at scale. Whether you’re just getting started with containers or managing hundreds of clusters, Rancher helps platform teams simplify operations, secure infrastructure, and enable developer self-service without compromising visibility or control. Use the Community Edition to start for free, or step up to Rancher Prime or Rancher Suite for full enterprise-grade capabilities and support.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 117

**Who Is the Company Behind SUSE Rancher?**

- **Seller:** [SUSE](https://www.g2.com/sellers/suse)
- **Company Website:** https://www.suse.com/
- **Year Founded:** 1992
- **HQ Location:** Nürnberg, DE
- **Twitter:** @SUSE (64,729 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1455/ (2,712 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** DevOps Engineer, Senior DevOps Engineer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 40% Enterprise, 30% Mid-Market


#### What Are SUSE Rancher's Pros and Cons?

**Pros:**

- Kubernetes Management (12 reviews)
- Cluster Management (11 reviews)
- Features (10 reviews)
- User Interface (9 reviews)
- Customer Support (6 reviews)

**Cons:**

- Complexity (4 reviews)
- Complex Setup (4 reviews)
- Complex Configuration (3 reviews)
- Difficult Learning (3 reviews)
- Latency Issues (3 reviews)

### 5. [Portainer](https://www.g2.com/products/portainer/reviews)
  Portainer is an operator control plane for Kubernetes, Docker, and Podman, giving enterprise IT and Industrial IoT teams centralized governance over container infrastructure without specialist overhead. Through a single platform, Portainer delivers RBAC, GitOps-driven deployments, fleet management, and security enforcement across multi-cluster enterprise environments and air-gapped edge deployments. No bespoke platform builds. No dependency on hard-to-hire specialists. Trusted by organizations in financial services, manufacturing, energy, automotive, and healthcare, Portainer is how mainstream enterprises run modern container infrastructure at scale, reliably, securely, and without burning out the teams responsible for keeping it alive.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 292

**Who Is the Company Behind Portainer?**

- **Seller:** [Portainer](https://www.g2.com/sellers/portainer)
- **Company Website:** https://www.portainer.io/
- **Year Founded:** 2017
- **HQ Location:** Auckland, NZ
- **Twitter:** @portainerio (6,457 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/portainer/about (60 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** CTO, Software Engineer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 80% Small-Business, 12% Mid-Market


#### What Are Portainer's Pros and Cons?

**Pros:**

- Ease of Use (37 reviews)
- Docker Management (36 reviews)
- User Interface (27 reviews)
- Features (26 reviews)
- Container Management (22 reviews)

**Cons:**

- Technical Issues (12 reviews)
- Usability Issues (12 reviews)
- Limited Features (9 reviews)
- Difficult Navigation (7 reviews)
- Debugging Difficulties (6 reviews)

### 6. [AWS Greengrass](https://www.g2.com/products/aws-greengrass/reviews)
  AWS Greengrass is software that lets you run local compute, messaging, data caching, sync, and ML inference capabilities for connected devices in a secure way. With AWS Greengrass, connected devices can run AWS Lambda functions, keep device data in sync, and communicate with other devices securely – even when not connected to the Internet. Using AWS Lambda, Greengrass ensures your IoT devices can respond quickly to local events, use Lambda functions running on Greengrass Core to interact with local resources, operate with intermittent connections, stay updated with over the air updates, and minimize the cost of transmitting IoT data to the cloud. ML Inference is a feature of AWS Greengrass that makes it easy to perform machine learning inference locally on Greengrass Core devices using models that are built and trained in the cloud. AWS Greengrass seamlessly extends AWS to devices so they can act locally on the data they generate, while still using the cloud for management, analytics, and durable storage. With Greengrass, you can use familiar languages and programming models to create and test your device software in the cloud, and then deploy it to your devices. AWS Greengrass can be programmed to filter device data and only transmit necessary information back to the cloud. AWS Greengrass authenticates and encrypts device data at all points of connection using the security and access management capabilities of AWS IoT Core. This way, data is never exchanged between devices when they communicate with each other and the cloud, without proven identity.


  **Average Rating:** 4.1/5.0
  **Total Reviews:** 20

**Who Is the Company Behind AWS Greengrass?**

- **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 (2,227,557 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (156,424 employees on LinkedIn®)
- **Ownership:** NASDAQ: AMZN

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 41% Small-Business, 32% Enterprise


### 7. [IBM Edge Application Manager](https://www.g2.com/products/ibm-edge-application-manager/reviews)
  IBM Edge Application Manager is an intelligent and flexible platform that provides autonomous management for edge computing. A single administrator can manage the scale, variability and rate of change of application environments across tens of thousands of endpoints simultaneously. IBM Edge Application Manager is a full-lifecycle edge environment that helps you to safely create, deploy, run, monitor, maintain and scale business logic and analytics applications at the edge. It can run anywhere and manage workloads on virtually any edge endpoint, including servers, gateways and devices. It brings enterprise-grade protection to edge deployments with spoofing prevention, tamper-proof and encrypted capabilities. Edge endpoints run on containers and the Red Hat® OpenShift® enterprise Kubernetes orchestration platform, giving you choice and flexibility to extend from any public or private cloud to any edge server or device.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 10

**Who Is the Company Behind IBM Edge Application Manager?**

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **Year Founded:** 1911
- **HQ Location:** Armonk, NY
- **Twitter:** @IBM (709,223 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (324,553 employees on LinkedIn®)
- **Ownership:** SWX:IBM

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 40% Enterprise, 30% Mid-Market


### 8. [Gravio Edge IoT Platform](https://www.g2.com/products/gravio-edge-iot-platform/reviews)
  A Node Computing platform that combines the best of Cloud Computing and Edge Computing! Experience the future of technology as we empower you to develop cutting-edge solutions without any coding expertise. Unlock the full potential of your projects with Gravio's unique selling propositions (USPs): 1. Seamless integration with #ComputerVision engines. Now, you can effortlessly deploy your own TensorFlow models at the edge, revolutionizing the way you interact with the world. 2. Easy-to-use interface that does not require any software development skills. You can, however, deploy your own custom scripts. Discover a growing selection of modules, IoT sensors and adapters, meticulously designed to facilitate smooth software and hardware integration. Our solutions cater to companies of all sizes, spanning across diverse industries.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 16

**Who Is the Company Behind Gravio Edge IoT Platform?**

- **Seller:** [Asteria](https://www.g2.com/sellers/asteria)
- **Year Founded:** 1998
- **HQ Location:** Shibuya, JP
- **Twitter:** @Asteria_corp (3,112 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/asteria-corporation/ (70 employees on LinkedIn®)
- **Ownership:** TYO: 3853

**Who Uses This Product?**
  - **Company Size:** 88% Small-Business, 6% Enterprise


### 9. [Coreflux](https://www.g2.com/products/coreflux-coreflux/reviews)
  Coreflux provides out-of-the-box Digitalization, so you can focus on your core value proposition. Customizable IIoT Data Hub, Pipeline, Acquisition, Transformation and Storage solutions, all in a single platform. Build your own solution, from a simple app to a complex multi-national network, with the peace-of-mind of security measures, powerful monitoring features, and both intuitive GUI and large-scale CLI deployment options. Provides on-premises, cloud and hybrid solutions, for the most demanding industry scenarios.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 13

**Who Is the Company Behind Coreflux?**

- **Seller:** [Coreflux](https://www.g2.com/sellers/coreflux-2d9aaa6e-e01c-4409-ae1a-f64fac3428e3)
- **Year Founded:** 2022
- **HQ Location:** Porto, PT
- **Twitter:** @CorefluxIoT (7 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/coreflux/ (12 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Industrial Automation, Machinery
  - **Company Size:** 46% Mid-Market, 46% Small-Business


### 10. [SAS Analytics for IoT](https://www.g2.com/products/sas-analytics-for-iot/reviews)
  For users who need to quickly extract value from their IoT data and investments – in days, not months – SAS Analytics for IoT provides an integrated, business-focused interface that employs a proven way to organize, visualize and act on high volumes of diverse IoT data using a secure, flexible and scalable AI-embedded IoT Analytics platform. This solution’s capabilities are compelling for variety of users including line of business, engineering, IT and data science professional, extending the use of analytics and collaboration the enterprise, and optimizing current IoT investments – SAS, third party and open source. Why is it important? Progress from preventative to predictive and prescriptive analytics is slow as companies struggle with data complexities, and with how AI and machine learning can coexist with existing statistical models. Embedded with advanced analytics and AI, SAS Analytics for IoT offers a solution to the data complexity issue across the analytics lifecycle with a sensor-based data model, streamlined and extensible ETL, an integrated business-focused data selection interface, and high frequency data visualizations that accelerate time to value from IoT data and investments – in days, not months -- without coding or specialized skills. These capabilities translate into millions saved in unplanned downtime, timely improvements in operational excellence that boost bottom line results, and advances in digital transformation that enhance customer experience and generate services to drive new revenue streams. The solution ensures that all types of users across the enterprise can quickly and confidently extract the value they seek from volumes of diverse IoT data and investments – SAS, third party and open source. For whom is it designed? For all types of users across a range of industries including, Manufacturing, CPG, Energy and Retail, who support mission critical processes and digital transformation, SAS Analytics for IoT’s streaming execution engine with AI provides real-time analytics, ensuring timely and accurate decision making. With a streamlined ETL and an extensible data model, users can do ad-hoc analysis and analytic system development without knowledge of the underlying data structure. By integrating data preparation, organization, business-focused data selection and exploration, SAS Analytics for IoT optimizes current IoT investments and skills (SAS, third party and open source), and extends the use of IoT analytics and the power of collaboration across the enterprise.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 19

**Who Is the Company Behind SAS Analytics for IoT?**

- **Seller:** [SAS Institute Inc.](https://www.g2.com/sellers/sas-institute-inc-df6dde22-a5e5-4913-8b21-4fa0c6c5c7c2)
- **Year Founded:** 1976
- **HQ Location:** Cary, NC
- **Twitter:** @SASsoftware (60,959 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1491/ (18,519 employees on LinkedIn®)
- **Phone:** 1-800-727-0025

**Who Uses This Product?**
  - **Company Size:** 42% Small-Business, 32% Enterprise


### 11. [Springmatic](https://www.g2.com/products/springmatic/reviews)
  The Springmatic EdgeOps platform centralizes a set of tools and processes to control, provision and manage devices on your edge. We call this the Edge of Things. It gives you full visibility across the entire life cycle of every device operating on the Edge of Things. Interact with your apps, configurations, systems' data, and more in real-time. Springmatic is perfectly suited for: Mobile Device Management - Disable Bluetooth and USB file access - Enforce Wifi, tethering, and GPS policies - Monitor device status - battery, online, available memory PoS / Retail - Publish applications and content - Lock device behavior with Kiosk Mode - Easily troubleshoot with Remote Control Logistics & Freight - Geofencing with alerts and proactive policy management - Track location history - Lock devices and remote wipe if device lost Education - Push learning applications and files to devices - Block application sideloading - Preload network and WiFi connections IoT - Edge device management for Android GMS and non-GMS platforms - Get real-time alerts and monitoring for up to 1000s of devices - Upgrade or downgrade applications as needed for easier development Find out more at https://www.springdel.com or view our knowledge base at https://learn.springdel.com.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 8

**Who Is the Company Behind Springmatic?**

- **Seller:** [Springdel](https://www.g2.com/sellers/springdel)
- **Year Founded:** 2018
- **HQ Location:** North York, CA
- **LinkedIn® Page:** http://www.linkedin.com/company/springdel (38 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Small-Business, 25% Mid-Market


#### What Are Springmatic's Pros and Cons?

**Pros:**

- Ease of Use (1 reviews)
- Easy Implementation (1 reviews)


### 12. [ZEDEDA](https://www.g2.com/products/zededa/reviews)
  ZEDEDA is a cloud-native orchestration solution, delivering visibility, control and security to the distributed edge at scale. The platform enables companies to have full-stack remote management and observability for any distributed edge computing hardware and edge application while connecting to any cloud or on-premises system.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 10

**Who Is the Company Behind ZEDEDA?**

- **Seller:** [ZEDEDA](https://www.g2.com/sellers/zededa)
- **Year Founded:** 2016
- **HQ Location:** San Jose, California
- **Twitter:** @ZEDEDAEdge (1,311 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/zededaedge (154 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 80% Enterprise, 10% Mid-Market


### 13. [Rayven](https://www.g2.com/products/rayven/reviews)
  Rayven designs and delivers the operational systems industrial and asset-intensive businesses rely on day-to-day. We take messy, siloed operational data from systems, OT, IoT, files, and spreadsheets and turn it into automation and made-to-fit operational applications - all running in one place. Rayven connects what you already have without rip-and-replace, so teams always work with current, usable information across sites, assets, and processes. On top of this foundation, we deliver real-time visibility, automated workflows, and complete operational solutions that actually work in industrial environments. Everything is delivered end-to-end, including the underlying technology. We work directly with customers and via partners through white-label and co-branded solutions. Based in ANZ, working globally.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 29

**Who Is the Company Behind Rayven?**

- **Seller:** [Rayven](https://www.g2.com/sellers/rayven)
- **Year Founded:** 2016
- **HQ Location:** Sydney, AU
- **Twitter:** @RayvenIOT (56 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/rayveniot/ (29 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Retail
  - **Company Size:** 67% Mid-Market, 50% Small-Business


#### What Are Rayven's Pros and Cons?

**Pros:**

- Ease of Use (61 reviews)
- Features (49 reviews)
- Automation (44 reviews)
- Customization (42 reviews)
- Data Management (36 reviews)

**Cons:**

- Learning Curve (32 reviews)
- Difficult Learning (30 reviews)
- Learning Difficulty (25 reviews)
- Complex Setup (21 reviews)
- Setup Complexity (19 reviews)

### 14. [RF Code](https://www.g2.com/products/rf-code/reviews)
  Since 1997, RF Code has been developing wireless monitoring and asset tracking solutions for data center environmental monitoring, server room environmental monitoring, power monitoring, and real-time asset tracking (with active RFID technology that can help eliminate manual audits and record-keeping efforts). With over 2.9 million sensors purchased, RF Code is trusted and proven to work and scale where other solutions can’t. Customers and partners love the comprehensive and cost-competitive range of convenient wireless sensors. The list of available wireless sensors includes: - Temperature & Humidity - Fluid Detection - Door Open/Close - Differential Air Pressure - Rack PDU Power - AC Voltage - Real-Time Asset Tracking - Thermal Imaging and more... RF Code offers a complete wireless monitoring solution that includes wireless sensors, wireless readers that can monitor up to 1,400 sensors simultaneously, sensor-enabled software, and a convenient single point of data integration to common systems like DCIM, BMS, ITSM, and more. Data integration supports many standard protocols, including Rest API, Modbus, BACnet, and SNMP. Why Customers Choose RF Code: Customers choose wireless sensors from RF Code because they are a way more convenient and scalable way to monitor data center environments, power, and asset location at a price that is extremely competitive. RF Code outperforms the competition with: - 100% wireless - Large range of wireless sensors: Temperature, humidity, fluid detection, door sensor, power monitoring, differential air pressure sensor, real-time asset tracking - Highest density: Up to 1,400 sensors monitored simultaneously per reader - Cost competitive: Competitive sensor prices, high sensor density per reader - Most convenient data integration: Single point of integration for data access - No vendor lock-in to PDU or other products - Proven in the largest data centers: Over 2.9 million sensors purchased, with individual customers having over 130,000 total wireless sensors in use


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 10

**Who Is the Company Behind RF Code?**

- **Seller:** [RF Code](https://www.g2.com/sellers/rf-code)
- **Year Founded:** 1997
- **HQ Location:** Austin, TX
- **Twitter:** @RF_Code (1,555 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/37950 (73 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Enterprise, 40% Mid-Market


### 15. [Spectro Cloud Palette](https://www.g2.com/products/spectro-cloud-palette/reviews)
  Spectro Cloud delivers simplicity and control to organizations running Kubernetes at any scale. With its Palette enterprise Kubernetes management platform, Spectro Cloud empowers platform engineers, architects and devops professionals to deploy, manage, and scale Kubernetes clusters effortlessly — from edge to data center to cloud — while maintaining the freedom to build the perfect stack for their workloads and their developers. Designed for mission-critical environments, Palette combines the flexibility of non-opinionated design with enterprise-grade governance, security, and repeatability. It provides native support for VM workloads, supporting application modernization initiatives. With Palette's VerteX edition, we provide additional security features for government and regulated industries, including support for secret and top secret govcloud environments, FIPS 140-2 cryptography, and more. Through Palette's Edge edition, you benefit from unique capabilities to deploy, manage and secure software stacks in edge computing environments, including zero-touch onboarding, immutable and tamper-proof software images, and intuitive local operations interfaces. Spectro Cloud is certified Kubernetes service provider and certified Kubernetes distribution in the CNCF landscape. We are a ‘leader’ and ‘outperformer’ in GigaOm’s 2025 Radars for Edge Kubernetes and Managed Kubernetes, a Gartner Cool Vendor, and an AWS Differentiated partner. We're trusted by leading public sector organizations including the US Army, Navy and Air Force, and demanding commercial enterprises including T-Mobile, GE HealthCare, Nokia, Iron Mountain, Dentsply Sirona and many more. We help customers transform Kubernetes complexity into elegant, scalable solutions, enabling customers to master their cloud-native journey with confidence. The result? Reduced toil and operational costs; reduced risk; improved agility; and faster time to market


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 13

**Who Is the Company Behind Spectro Cloud Palette?**

- **Seller:** [Spectro Cloud](https://www.g2.com/sellers/spectro-cloud)
- **Company Website:** https://www.spectrocloud.com/
- **Year Founded:** 2019
- **HQ Location:** San Jose, California, United States
- **Twitter:** @spectrocloudinc (763 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/spectro-cloud/ (272 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 38% Small-Business, 23% Mid-Market


#### What Are Spectro Cloud Palette's Pros and Cons?

**Pros:**

- Ease of Use (4 reviews)
- Features (4 reviews)
- Kubernetes Management (4 reviews)
- Cluster Management (2 reviews)
- Container Management (2 reviews)

**Cons:**

- Difficult Learning (2 reviews)
- Learning Curve (2 reviews)
- Poor Documentation (2 reviews)
- Complex Learning (1 reviews)
- Expensive (1 reviews)

### 16. [Cumulocity](https://www.g2.com/products/cumulocity/reviews)
  Connect to innovate with the Cumulocity AIoT Platform. Cumulocity is an enterprise-grade, hyperscaler-agnostic AIoT platform designed to connect assets securely, transform raw device data into actionable insights, and orchestrate innovation from the edge to the cloud. Whether you are launching connected smart products, driving operational efficiency, or rolling out predictive maintenance, Cumulocity bridges the gap between your operational technology (OT) and IT ecosystems. We empower businesses to build, deploy, and scale IoT solutions in weeks—not years—without the burden of building foundational infrastructure from scratch. Trusted by leading global enterprises managing millions of devices, Cumulocity provides the tools you need to: - Accelerate Time-to-Value: Launch connected solutions rapidly using out-of-the-box applications, self-service analytics, and low-code/no-code tooling. Empower front-line operations and line-of-business leaders without creating bottlenecks for software engineering teams. - Unlock New Revenue Streams: Seamlessly transition to novel business models like Equipment-as-a-Service (EaaS). Cumulocity offers comprehensive multi-tenancy and white-label capabilities, allowing you to provide fully branded, customer-centric portals to your own end-users. - Scale with Absolute Flexibility: Prevent vendor lock-in with a platform that is open by design. "Develop once, deploy anywhere" across the edge, private data centers, or any major public cloud (AWS, Azure, GCP). World-class, bulk device management makes onboarding and maintaining global fleets effortless. - Drive AI & Automation: Go beyond basic connectivity. Embed AI and machine learning models directly at the edge or in the cloud to drive real-time insights, automate decisions, and feed intelligent data directly into your CRM, ERP, or SCADA systems. Stop managing IoT plumbing and start driving business outcomes. Build your connected future with Cumulocity.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 13

**Who Is the Company Behind Cumulocity?**

- **Seller:** [Cumulocity](https://www.g2.com/sellers/cumulocity)
- **Year Founded:** 2010
- **HQ Location:** Düsseldorf, North Rhine-Westphalia
- **Twitter:** @Cumulocity (1,497 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/cumulocity/ (193 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 46% Small-Business, 31% Enterprise


#### What Are Cumulocity's Pros and Cons?

**Pros:**

- User Interface (3 reviews)
- Ease of Use (2 reviews)
- Easy Integrations (2 reviews)
- Dashboard Management (1 reviews)
- Dashboards (1 reviews)

**Cons:**

- Beginner Difficulty (2 reviews)
- Difficult Customization (2 reviews)
- Learning Curve (2 reviews)
- Limited Customization (2 reviews)
- Complexity (1 reviews)

### 17. [Edge Signal](https://www.g2.com/products/edge-signal/reviews)
  Keep the focus on your business applications instead of managing edge infrastructure​. Powered by Wesley Clover, in partnership with AWS, Edge Signal provides a simple solution to the complex problem of integrating devices and data into the cloud. By providing a new development layer at the network edge, Edge Signal enables devices to be controlled, made secure, and updated without costly on-site technicians or remote hands. Application developers can create custom solutions without having to be AWS, Google, or Azure certified or know the complexities of the cloud, device programming controls, and associated protocols. Edge Signal makes building edge applications seamless, scalable, and secure.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 3

**Who Is the Company Behind Edge Signal?**

- **Seller:** [Edge Signal](https://www.g2.com/sellers/edge-signal)
- **HQ Location:** Ottawa, Ontario
- **LinkedIn® Page:** https://www.linkedin.com/company/edge-signal/ (9 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 67% Mid-Market, 33% Small-Business


### 18. [Google Edge TPU](https://www.g2.com/products/google-edge-tpu/reviews)
  AI is pervasive today, from consumer to enterprise applications. With the explosive growth of connected devices, combined with a demand for privacy/confidentiality, low latency and bandwidth constraints, AI models trained in the cloud increasingly need to be run at the edge.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 3

**Who Is the Company Behind Google Edge TPU?**

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google (31,911,199 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (336,169 employees on LinkedIn®)
- **Ownership:** NASDAQ:GOOG

**Who Uses This Product?**
  - **Company Size:** 100% Mid-Market


### 19. [Crosser](https://www.g2.com/products/crosser/reviews)
  Crosser designs and develops a hybrid-first Streaming Analytics & Integration software for any Cloud, On-premise or Edge. The Crosser Platform enables real-time processing of streaming, event-driven or batch data for Intelligent Pipelines & Automations and for Industrial IoT. All managed from a single Control Center and powered by a low-code and low-effort experience.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 2

**Who Is the Company Behind Crosser?**

- **Seller:** [Crosser - IoT Edge Streaming Analytics](https://www.g2.com/sellers/crosser-iot-edge-streaming-analytics)
- **Year Founded:** 2016
- **HQ Location:** Stockholm, SE
- **Twitter:** @crossertech (972 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/10926631 (23 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Enterprise, 50% Small-Business


### 20. [IoT Catalyst](https://www.g2.com/products/iot-catalyst/reviews)
  IoT Catalyst is a Low Code/No Code IoT Edge Platform that offers IoT DevOps and IoT Device Management tools to make the IoT simpler, faster, and cheaper than it has ever been. As an IoT Edge Platform, all the business logic is pushed at the edge and it is managed by a single control plane that works in any web browser: the IoT Catalyst Studio. IoT Catalyst makes it possible to design IoT Edge Applications, securely store them in a central repository, and then select and dispatch on-demand to computation devices installed at the edges of the network. IoT Catalyst adds value to any IoT architecture helping to standardize communication between things and any IoT platform, and thus providing the ability to create a fast-growing ecosystem of supported devices. Future-proof IoT and Industrial IoT (IIoT) architectures are possible because, with IoT Catalyst, users can easily create, populate, and manage their IoT domain independently of any IoT platform. IoT Catalyst manages IoT while avoiding the risk of over-reliance on IoT technology vendors, as it makes a distinction between the IoT domain and the IoT platform concepts (which should not be considered identical...). In fact, IoT Catalyst has been designed to manage IoT domains in a totally independent way irrespective of the IoT Platform chosen (if any). Thanks to IoT Catalyst, it is possible to decouple the IoT domain from any specific IoT platform technology: provisioning of any device happens in one click to any of the supported IoT platforms (PTC, GCloud IoT, AWS IoT, Thingsboard, eSight, Azure, and many more) without changing the IoT application source code. This means that: 1) No IoT platform-specific competencies are needed to create IoT end to end applications; 2) If initial requirements change, it is even possible to change the IoT platform itself while preserving the other investments (such as system integration and IoT driver creation). Moreover, being an IoT Edge Computing technology completely separated from the higher layers, makes IoT Catalyst not only suitable to simplify IoT integration but capable of providing asset-intensive companies with additional revenues stream. IoT Catalyst enables IoT Hosting: an innovative business model allowing a company to sell IoT-based services to customers sharing part of the IoT investments carried out for internal needs. One of the distinctive values of IoT Catalyst is that it improves management for the integration of additional devices and sensors, allowing them to be reconfigured remotely without any field intervention and making them capable to talk with any external application with no need of changing the original IoT code written.


  **Average Rating:** 2.5/5.0
  **Total Reviews:** 2

**Who Is the Company Behind IoT Catalyst?**

- **Seller:** [Fair Winds Digital](https://www.g2.com/sellers/fair-winds-digital)
- **Year Founded:** 2017
- **HQ Location:** Sesto San Giovanni (Milano), IT
- **LinkedIn® Page:** https://www.linkedin.com/company/iotcatalyst (2 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 50% Enterprise, 50% Small-Business


### 21. [SUSE Edge](https://www.g2.com/products/suse-edge/reviews)
  Empowering digital transformation and innovation, where it matters, from core to edge. Unlock the full potential of edge computing with SUSE Edge Suite. Enjoy steadfast consistency, lightning-fast performance, ironclad reliability, and fortress-like security. Simplify operations, enhance performance and future-proof your infrastructure with a solution designed for the modern organization. SUSE Edge Suite streamlines complex IT processes for distributed infrastructure. Seamlessly manage and deploy applications, even across thousands of devices. Deliver faster responses and more reliable services with SUSE Edge Suite's advanced automation and intelligent resource allocation. The platform is built on best-of-breed open source software from the ground up, consistent with both our 30-year+ history in delivering secure, stable, and certified SUSE Linux platforms and our experience in providing highly scalable and feature-rich Kubernetes management with our Rancher portfolio. SUSE Edge builds on-top of these capabilities to deliver functionality that can address a wide number of market segments, including retail, medical, transportation, logistics, telecommunications, smart manufacturing, and Industrial IoT.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 2

**Who Is the Company Behind SUSE Edge?**

- **Seller:** [SUSE](https://www.g2.com/sellers/suse)
- **Company Website:** https://www.suse.com/
- **Year Founded:** 1992
- **HQ Location:** Nürnberg, DE
- **Twitter:** @SUSE (64,729 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1455/ (2,712 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Enterprise


### 22. [Barbara](https://www.g2.com/products/barbara/reviews)
  Barbara is the Edge AI Platform for organizations seeking to accelerate their AI deployments to production, in the Edge. Barbara was conceived to help Machine Learning Teams manage the lifecycle of models at scale. Now with Barbara you can deploy, train and maintain your models across thousands of devices in an easy fashion, with the autonomy, privacy and real- time that the cloud can´t match.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 3

**Who Is the Company Behind Barbara?**

- **Seller:** [Barbara](https://www.g2.com/sellers/barbara)
- **Year Founded:** 2016
- **HQ Location:** Madrid, ES
- **LinkedIn® Page:** https://www.linkedin.com/company/16188473 (76 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 67% Small-Business, 33% Mid-Market


#### What Are Barbara's Pros and Cons?

**Pros:**

- Analytics (1 reviews)
- Efficiency Improvement (1 reviews)
- Information Quality (1 reviews)

**Cons:**

- Insufficient Training (1 reviews)
- Lack of Guidance (1 reviews)

### 23. [EdgeIQ](https://www.g2.com/products/edgeiq/reviews)
  EdgeIQ Orchestration for AWS provides simplified AWS IoT service orchestration for AWS IoT Core, Greengrass, and AWS Lambdas as well as distributed Machine Learning models on connected devices at the edge.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1

**Who Is the Company Behind EdgeIQ?**

- **Seller:** [EdgeIQ](https://www.g2.com/sellers/edgeiq)
- **Year Founded:** 2012
- **HQ Location:** Boston, US
- **LinkedIn® Page:** https://www.linkedin.com/company/edgeiq (21 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 24. [IoT-Ignite](https://www.g2.com/products/iot-ignite/reviews)
  IoT-Ignite is a Platform as a Service (PaaS) distinctively designed for realization of Internet of Things. Behind the design, there are modern best practices and a unique architecture. Enjoy the development environment with simple UX and UI, while seamlessly integrating your connected devices into your favorite tooling and platforms. Fully scalable, secure, reliable infrastructure for your IoT product. The IoT-Ignite platform enables users to build innovative IoT products and solutions. It provides a secure, reliable gateway connection between your devices and the web and allows you to manage your devices, data flow, data streaming and rule definitions. It's flexible, user friendly; it reduces your technical risk and shortens time to market. IoT-Ignite architecture includes both Service and Device Cloud to enable rapid and secure integration with any other cloud platform. IoT-Ignite platform is based on microservice architecture and principles. IoT-Ignite’s comprehensive APIs and Device SDKs provide easy Cloud-to-Cloud connectivity. For more information, please visit https://devzone.iot-ignite.com/


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 2

**Who Is the Company Behind IoT-Ignite?**

- **Seller:** [ARDIC Technologies](https://www.g2.com/sellers/ardic-technologies)
- **Year Founded:** 2008
- **HQ Location:** Ataşehir, TR
- **Twitter:** @ardictech (244 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/231016 (50 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Mid-Market


### 25. [mimik edgeEngine](https://www.g2.com/products/mimik-edgeengine/reviews)
  edgeEngine is a downloadable runtime software that enables smart devices to act as a cloud servers when plausible. the engine works on any smart device with any OS across any network and connected to any cloud.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 1

**Who Is the Company Behind mimik edgeEngine?**

- **Seller:** [mimik Technology](https://www.g2.com/sellers/mimik-technology)
- **Year Founded:** 2021
- **HQ Location:** Oakland, US
- **LinkedIn® Page:** https://www.linkedin.com/company/418809 (80 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business



    ## What Is IoT Edge Platforms?
  [IoT Management Platforms](https://www.g2.com/categories/iot-management)
  ## What Software Categories Are Similar to IoT Edge Platforms?
    - [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms)
    - [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms)