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Canonical MLOps

canonical.com

WebLinuxSelf-hosted
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Spec score 7.6 #11 of 29 in MLOps Platforms

Spec sheet

Purpose
Canonical MLOps is an open source platform for moving machine learning models from experimentation to production across the ML lifecycle.Read 5 Oct 2026 · canonical.com
Deployment
Charmed MLflow can run on a workstation, CNCF-conformant Kubernetes, or a public cloud.Read 5 Oct 2026 · canonical.com
Integrations
Canonical lists Jupyter, Grafana, and Prometheus as tools to use with Charmed MLflow.Read 5 Oct 2026 · canonical.com
Security
Canonical says its MLOps components receive up to 15 years of security maintenance, regular updates, and CVE fixes.Read 5 Oct 2026 · canonical.com
Support
Optional 24/7 support with SLAs is available for Canonical’s MLOps stack.Read 5 Oct 2026 · canonical.com
Headquarters
London, United KingdomRead 28 Sep 2026 · canonical.com
Founded
2004Read 28 Sep 2026 · canonical.com
Company
Canonical says it has helped build the future of open source since 2004.Read 5 Oct 2026 · canonical.com
Automation
The platform provides automated workflows, security patching, and tooling integrations for deploying and maintaining models.Read 5 Oct 2026 · canonical.com
Cloud support
Charmed Kubeflow supports AWS, Azure, and GCP Kubernetes services, including EKS, AKS, and GKE.Read 5 Oct 2026 · canonical.com
Feast features
Charmed Feast provides a centralized feature registry, offline and online stores, real-time and batch ingestion, and versioning for ML pipelines.Read 5 Oct 2026 · canonical.com
Kubeflow
Charmed Kubeflow deploys, scales, and manages AI workflows across clouds, virtual machines, or bare metal.Read 5 Oct 2026 · canonical.com
MLflow features
Charmed MLflow supports experiment tracking, reproducible projects, a model registry, and model deployment.Read 5 Oct 2026 · canonical.com
Pricing limit
The Canonical MLOps page describes a per-node, per-year subscription but does not state a price.Read 5 Oct 2026 · canonical.com
Stack components
Canonical’s MLOps stack includes Charmed Kubeflow, Charmed MLflow, and Charmed Feast.Read 5 Oct 2026 · canonical.com

Plans and prices

Canonical MLOps support subscription Price not published Per node, per year; price not stated on the page Open source stack · security maintenance · optional 24/7 support with SLAs Read 5 Oct 2026 · canonical.com

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