Compare software

Flyte vs ZenML: catalog facts
Flyte	ZenML
Free Free, with the source published on GitHub.	Freemium Open source and free to self-host, with a hosted offering that has a free start.
Web, Self-hosted, Command line	Self-hosted, Command line
Workflows are written in plain Python Recovers from infrastructure and code failures	Pipelines are plain Python Portable across orchestrators and clouds
Aimed at data and ML engineers rather than general users Flyte 1 users need to migrate to Flyte 2	Aimed at teams running ML in production, not casual users Needs existing orchestration or cloud infrastructure to get the most from it
Downloadable app, Self-hosted	Downloadable app, Self-hosted, Hosted service
Open source	Open source
License not stated	License: Apache-2.0
No account needed	Not stated if an account is needed
Not stated if it works offline	Not stated if it works offline
Official website Full listing and sources Checked September 24, 2026	Official website Full listing and sources Checked September 26, 2026

Catalog facts only. Anything “not stated” is unconfirmed. Check full listings for details.