Updated: February 2026
Edge computing and deployment
Serverless at the edge
Cloudflare Workers runs JavaScript, TypeScript, and WebAssembly at the edge in 200+ cities worldwide. Deploy serverless functions with sub-millisecond cold starts. KV and Durable Objects provide global data storage. Zero egress fees for fetching from origins. No servers to manage, no containers to configure. Code that runs everywhere, instantly.
Lightweight Kubernetes for edge and IoT
K3s is lightweight Kubernetes that runs anywhere. Certified Kubernetes with minimal resources—container orchestration for edge, IoT, and development. The installation is trivial. The resource usage is small. The compatibility is full. Teams needing Kubernetes without heavy infrastructure choose K3s for lightweight orchestration.
SQLite at the edge
Turso is an edge-hosted SQLite database platform. Features embedded replicas, point-in-time restore, and global distribution for low-latency applications.
Deploy apps globally
Fly.io is a platform for running applications globally with edge compute, Fly Machines, and managed services. It bills based on actual resource usage with compute, storage, and networking priced separately.
Edge computing platform from Fastly
Fastly Compute runs WebAssembly at the edge. Code executes in milliseconds at locations worldwide—serverless computing with the performance of running close to every user. WebAssembly enables multiple languages. The cold starts are genuinely fast. The developer experience is solid. Applications needing edge computing with sub-millisecond response choose Fastly Compute for high-performance serverless at the edge.
Edge computing and CDN platform
StackPath provides edge services and CDN. Edge computing and content delivery—edge infrastructure for performance and security. The edge is the focus. The services cover CDN and compute. The performance helps. Applications wanting edge delivery use StackPath for edge infrastructure.
Deploy JavaScript globally in seconds with serverless functions distributed at the edge.
Supabase Edge Functions allow developers to easily author, deploy, and monitor serverless functions distributed globally at the edge, close to their users. These functions are fully managed, automatically scale, and offer global deployments for maximum resiliency and low latency. They support Node.js and over a million NPM modules, making it easy to migrate existing workloads. The platform provides a delightful developer experience from local to production, utilizing Deno as an open-source JavaScript runtime. It integrates seamlessly with the broader Supabase ecosystem, including authentication, storage, and databases, offering zero-configuration setup and pre-populated environment variables. Edge Functions are ideal for developers looking to run server-side logic with low latency and high performance, with built-in observability features like real-time logs and metrics dashboards.
Powerful IoT device management made simple with secure container-based technology.
Balena provides a comprehensive platform for developing, deploying, managing, and scaling fleets of IoT Linux devices. It leverages secure container-based technology to enable over-the-air (OTA) updates, full API and SDK access, and Linux OS updates. The platform supports a wide range of device types, offering flexibility for various IoT projects. This solution is designed for developers, product managers, and engineers working with IoT devices, from small-scale prototypes to large-scale deployments of hundreds of thousands of devices. It simplifies the complexities of IoT fleet management by providing tools for secure provisioning, remote monitoring, troubleshooting, and continuous updates, ensuring resilience and compliance with security standards like the EU's Cyber Resilience Act (CRA). Balena aims to accelerate IoT development cycles and enhance operational efficiency by providing a unified platform that covers the entire device lifecycle, from initial development and deployment to ongoing management and secure decommissioning. Its focus on security, scalability, and ease of use makes it suitable for businesses looking to build and maintain robust IoT solutions.
An integrated IoT Platform-as-a-Service for intelligent devices, from hardware to cloud.
Particle provides a comprehensive Internet of Things (IoT) platform that enables developers and businesses to build, connect, and manage intelligent devices. It offers an end-to-end solution encompassing edge infrastructure, reliable wireless connectivity, and cloud infrastructure for data processing and device management. The platform is designed to simplify the complexities of IoT development, allowing users to deploy over-the-air software updates, manage device fleets, and turn machine data into actionable insights. Particle is ideal for developers, engineers, and organizations looking to bring connected products to market efficiently and securely. It supports a wide range of devices, from microcontrollers to edge computers, and provides tools for application development, including a command-line interface, web IDE, and various libraries and integrations. The platform emphasizes developer productivity, observability, and reliability, offering built-in security features from hardware to the cloud to protect devices and data.
Edge computing and deployment
According to our analysis of 10+ tools, the edge computing software market offers solutions for teams of all sizes, from solo professionals to enterprise organizations. The best edge computing tools in 2026 combine powerful features with intuitive interfaces.
Automate repetitive edge computing tasks to save time
Work together with team members in real-time
Track progress and measure performance
Protect sensitive data with enterprise-grade security
Edge Computing software is used by a wide range of professionals and organizations:
When evaluating edge computing tools, consider these key factors:
Based on our analysis of features, user reviews, and overall value, Cloudflare Workers ranks as the #1 edge computing tool in 2026 with a score of 90/100. Other top-rated options include K3s and Turso.
Yes! Cloudflare Workers, K3s, Turso offer free plans. In total, 8 of the top 10 edge computing tools have free or freemium pricing options.
Our rankings are based on multiple factors: editorial analysis of features and usability (40%), community reviews and ratings (30%), pricing value (15%), and integration capabilities (15%). We regularly update rankings as tools evolve and new reviews come in.
Key factors to consider include: core features that match your workflow, ease of use and learning curve, pricing that fits your budget, quality of customer support, integrations with your existing tools, and scalability as your needs grow.
At Toolradar, we combine editorial expertise with community insights to rank edge computing tools:
Rankings are updated regularly as we receive new reviews and as tools release updates. Last updated: February 2026.
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