Buyer's guide

Best Edge Computing Platforms software

Infrastructure platforms for deploying and managing applications at the network edge, closer to data sources and end users. Open any profile for real pricing, compliance, and buyer-fit detail, or jump into the edge computing platforms directory to filter by industry, company size, and certifications.

8 profiled toolsUpdated 2026

1
Turso
Database as a Service
Turso is a serverless, edge-distributed SQL database built on libSQL (a SQLite fork) that replicates data globally for low-latency reads, supporting database-per-tenant architectures at scal…
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2
Utilidata
Real-Time Analytics
Grid edge AI platform that processes real-time voltage and power data to optimize electric utility distribution networks.
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3
MicroK8s
Kubernetes Platforms
Low-ops, minimal production Kubernetes from Canonical for developers and DevOps that installs in seconds and clusters instantly.
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4
Scale Computing
Edge Computing Platforms
Scale Computing provides edge computing infrastructure that simplifies deployment and management of applications at distributed edge locations.
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5
Section
Edge Computing Platforms
Section provides an edge computing platform that enables developers to deploy containers and applications across a distributed network of edge locations for low-latency performance.
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6
Moxa ThingsPro
Industrial IoT Platforms
Industrial IoT gateway software stack from Moxa with Modbus, MQTT, and cloud connectors. Deployed on Moxa UC and MPC gateways.
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7
Azion
Edge Computing Platforms
Azion provides an edge computing platform that enables developers to build, deploy, and secure applications at the network edge for ultra-low latency performance.
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8
Litmus
IoT Data Platforms
Industrial IoT edge platform for manufacturing providing unified data collection from equipment with analytics and cloud integration.
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9
Arc.io Edge
Content Delivery Networks
Peer-to-peer CDN and edge compute powered by user browsers.
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10
StarlingX
Edge Computing Platforms
Open-source OpenStack-based cloud platform designed for distributed edge computing.
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11
Eclipse ioFog
Edge Computing Platforms
Edge computing platform by Eclipse Foundation for deploying microservices at the network edge.
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12
Edgenext
Edge Computing Platforms
Global CDN and edge computing provider with 1,700+ nodes providing media streaming and gaming acceleration.
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13
Edge Delta
Observability Platforms
Distributed observability platform processing logs and metrics at the edge before centralized analysis.
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14
StackBlitz WebContainers
Cloud Development Environments
WebAssembly-based OS that runs Node.js and other tools entirely in the browser for instant development environments.
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15
Ignition Edge
Edge Computing Platforms
Lightweight edge version of Ignition for data collection and visualization at remote locations.
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16
Losant
Edge Computing Platforms
Enterprise IoT platform for building real-time connected solutions with visual workflow engine and edge computing.
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17
Cloud&Heat
Cloud Infrastructure
German sustainable data center and edge cloud platform.
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18
GPT4All
Edge Computing Platforms
Open-source ecosystem of on-edge large language models that run privately on everyday devices.
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19
N3uron
IoT Data Platforms
Industrial edge platform offering native Sparkplug B, OPC UA, and unified namespace architectures.
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20
Nexa AI
Edge Computing Platforms
On-device AI platform with Octopus and Dolphin models for mobile agents and action APIs.
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21
Edge Impulse
MLOps Platforms
MLOps platform for building and deploying embedded machine learning models including computer vision on edge devices.
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22
Idein Edge AI
Software
Edge AI platform from Japan for IoT and retail.
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23
WasmEdge
Edge Computing Platforms
Lightweight WebAssembly runtime for cloud-native, edge, and decentralized applications with high performance.
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24
Lumen Edge
Cloud Infrastructure
Edge computing platform by Lumen Technologies with bare metal and virtual resources at distributed network locations.
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25
Alwaysai
Computer Vision Platforms
Computer vision platform for developers to build and deploy vision applications at the edge.
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26
Wasmtime
Edge Computing Platforms
Standalone WebAssembly runtime by the Bytecode Alliance for running WASM outside the browser with WASI support.
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27
Zededa
Edge Computing Platforms
Edge orchestration platform deploying and managing applications and AI at the distributed edge.
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28
Fluent Bit
Observability Platforms
Lightweight and high-performance log processor and forwarder designed for edge and containerized environments.
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29
Suborbital
Software
Platform for building powerful server-side WebAssembly applications with sandboxed function execution.
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30
Ori Global
Cloud Infrastructure
Distributed cloud infrastructure providing GPU compute at the edge for AI workloads and content delivery.
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31
Fastly Japan
Software
Edge cloud and CDN with Japanese support for local enterprise clients.
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32
RedwoodSDK
Software
Cloudflare-native React framework for full-stack edge applications.
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33
Akri
Edge Computing Platforms
Kubernetes resource interface for the edge that detects and exposes leaf devices as custom resources.
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34
SUSE Edge
Kubernetes Management
Cloud-native edge computing platform from SUSE built on Rancher for managing Kubernetes clusters across edge locations.
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35
CVEDIA
Computer Vision Platforms
Synthetic data platform for defense and security generating training data for object detection and surveillance AI.
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36
OpenYurt
Edge Computing Platforms
Kubernetes-based platform by Alibaba for managing edge computing infrastructure and applications.
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Best edge computing platforms by company size

Best edge computing platforms for Solo / freelancer Best edge computing platforms for Startup (1-50)Best edge computing platforms for Small business (51-200)Best edge computing platforms for Mid-market (201-1,000)Best edge computing platforms for Enterprise (1,000+)

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Frequently asked

What is the best edge computing platforms software?

Cubbie ranks 8 profiled edge computing platforms tools by profile completeness, verified-vendor status, and active deals. The list above leads with the products that carry the most complete, vendor-maintained profiles.

How does Cubbie choose these edge computing platforms tools?

Listings are drawn from the live catalog and ordered so products with substantive, vendor-maintained profiles surface first. Cubbie does not accept payment for ranking position.

Ranked from Cubbie's live catalog, https://www.cubbie.com/best/edge-computing-platforms