Akri
A Kubernetes interface for discovering and managing heterogeneous edge devices
- Also known as
- akri
What is Akri?
Akri is an open-source Kubernetes extension that automatically discovers and exposes edge devices (such as cameras, sensors, and specialized hardware like GPUs) as native Kubernetes resources, enabling workloads to access and utilize them seamlessly.
What Akri does
The capabilities that matter for edge computing, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Control plane model
- K8s extension
- Kubernetes native
- ✓
- Offline disconnected operation
- -
- Hardware provided
- -
- Ota fleet updates
- -
- Device discovery
- ✓
- Edge ML inference
- -
- GPU accelerator support
- ✓
- Air gapped support
- -
- Telco mec purpose built
- -
- Central fleet dashboard
- -
- Multi cloud neutral
- -
- License model
- Open source
Integrations (3)
Independently observed- ONVIF•
- OPC UA•
- udev•
Security & compliance
Known vulnerabilities: 0 (0 in the last 12 months) sourcea count reflects scale & disclosure, not quality
Akri alternatives
Other edge computing we track, ranked by the same independent score.
- KubeEdgelow · 26%
- Azure IoT EdgeDeliver AI and cloud services directly to edge devices for local processing and offline operationlow · 14%
- Wind River StudioA collection of development and security tools designed for embedded systems and cloud infrastructurelow · 2%
- AWS IoT GreengrassEdge runtime for deploying and managing software on IoT devices with local processing capabilitieslow · 32%
- SuperEdgelow · 19%
- ZEDEDADeploy and manage AI workloads and intelligent agents across distributed edge devices at scalelow · 9%
The Vioscale score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Akri, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Capabilities | 58 | 0.06 | 3.6 | ✓ |
| Stars | 59 | 0.03 | 1.5 | ✓ |
| Development activity | 15 | 0.09 | 1.4 | ✓ |
| Integrations | 17 | 0.07 | 1.3 | ✓ |
| Release cadence | 11 | 0.05 | 0.6 | ✓ |
| Dependent projects | 0 | 0.06 | 0.0 | ✓ |
| Security posture | 0 | 0.12 | 0.0 | - |
| Package downloads | 0 | 0.14 | 0.0 | - |
| Security score | 0 | 0.04 | 0.0 | - |
| Developer Q&A activity | 0 | 0.06 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Activity
| Attribute | Value | Evidence |
|---|---|---|
| Commits last 30d | 2 | mediumsource · 2026-09-02 · 65% |
Adoption
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | License model: open-source · Device discovery: Yes · Kubernetes native: Yes · Control plane model: k8s-extension · Gpu accelerator support: Yes | mediumsource · 2026-09-02 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 3 | mediumsource · 2026-09-02 · 60% |
Language
| Attribute | Value | Evidence |
|---|---|---|
| Primary | Rust | highsource · 2026-09-02 · 90% |
License
| Attribute | Value | Evidence |
|---|---|---|
| Spdx | Apache-2.0 | highsource · 2026-09-02 · 95% |
Release
Security
| Attribute | Value | Evidence |
|---|---|---|
| Vulnerabilities | Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fproject-akri%2Fakri&per_page=100 · Last 12m: 0 | highsource · 2026-09-02 · 90% |