Side by side
Canonical MLOps vs Flyte
Both stand on mlops platforms. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan LinuxSelf-hostedWeb
Canonical MLOps combines tools for workflow management, experiment tracking, model deployment, and feature data. The stack is open source, while optional support is offered on a per-node, per-year basis without a listed price.
Visit Canonical MLOps
Free plan Open source APILinuxSelf-hosted+1
Pick Flyte if you want a Python-based runtime for durable AI workflows and need local or cluster deployment. The free OSS plan provides the runtime, while teams needing the listed Team capacity, retention, or support should account for the monthly minimum plus usage; Enterprise pricing is custom.
Visit FlyteThe facts
| Canonical MLOps | Flyte | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Yes |
| Runs on | Linux, Self-hosted, Web | API, Linux, Self-hosted, Web |
| Lowest paid plan | Free or on request | See the plans |
| Plans published | 1 | 4 |
| Maker | Not published | Not published |
| Website | canonical.com | flyte.org |
| On mlops platforms | #5 of 29 | #1 of 29 |
Canonical MLOps: what it does well
- Open source stack includes Kubeflow, MLflow, and Feast.
- Supports experiment tracking, registries, and model deployment.
- Kubeflow supports AWS, Azure, and GCP Kubernetes services.
- Optional 24/7 support with SLAs is available.
- Security maintenance is stated for up to 15 years.
What to know first
- Paid support is billed per node, per year.
Flyte: what it does well
- Free Apache 2.0 runtime for local or cluster use.
- Workflows use Python async functions and TaskEnvironment declarations.
- Resumes failed tasks and recovers from listed infrastructure failures.
- Supports dynamic branching, loops, and runtime decisions.
- Integrates with serving frameworks and AI, data, and ML tools.
What to know first
- Team costs $950 a month plus usage.
- Team limits runs to 25,000 fanout actions and 1,000 concurrent actions.
- Team includes one cluster and 30-day data retention.
- Enterprise pricing is custom.
Alternatives to Canonical MLOps Alternatives to Flyte The whole list