balena

balenaCloud

Container-based fleet platform with over-the-air updates and support for more than 80 device types.

Dashboard showing a fleet of connected edge devices on a dark interface

Overview

balenaCloud builds and deploys container images to fleets of Linux devices and manages their updates, connectivity and diagnostics remotely. It publishes an API and SDK, supports more than eighty device types and offers a custom device support programme; the first ten devices are free.

Typical use cases

  • Model rollout and rollback
  • Remote diagnostics
  • Fleet observability

Deployment environment

Distributed edge estate

Key specifications

Type
Device fleet management and container deployment platform
Operations
Over-the-air application and OS updates, remote diagnostics
Integration
Full API and SDK
Hardware
More than 80 supported device types, plus custom device support
Commercial model
First 10 devices free, then published paid tiers

Specifications taken from current manufacturer documentation and last checked on 2026-09-08.

Source: manufacturer documentation

Specifications are summarised from publicly published manufacturer material and are provided for orientation only. Always confirm current figures directly with the manufacturer before purchasing or designing in.

Small cluster of edge servers on a rack shelf
SUSE (Rancher)

K3s

Apache 2.0 lightweight CNCF-conformant Kubernetes distribution shipped as a single binary under 100 MB.

Type
Lightweight Kubernetes distribution
Licence
Apache 2.0
Packaging
Single binary under 100 MB
Deployment
Edge server, industrial PC or Arm device cluster
Orchestrating inference containers at sites
Staged model rollouts
Air-gapped edge clusters