MLflow vs ZenML Comparison in 2025

MLflow

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Build better models and generative AI apps on a unified, end-to-end,open source MLOps platform

ZenML

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Bring battle-tested MLOps and LLMOps practices to evaluate, monitor, and deploy AI applications at scale

MLflow

Launched	2018-4
Pricing Model
Starting Price
Tech used	Google Tag Manager,Amazon AWS CloudFront,Atom,OpenGraph,RSS,Amazon AWS S3
Tag	Mlops,Workflow Automation,Software Development

ZenML

Launched	2020-11
Pricing Model	Freemium
Starting Price
Tech used	Plausible Analytics,Webflow,Amazon AWS CloudFront,cdnjs,JSDelivr,Highlight.js,jQuery,Gzip,OpenGraph,HSTS
Tag	Mlops

MLflow Rank/Visit

Global Rank	177401
Country	India
Month Visit	248693

Top 5 Countries

16.25%

14.37%

5.96%

5.04%

4.7%

India United States Italy Germany France

Traffic Sources

2.24%

0.81%

0.11%

7.82%

54.32%

34.69%

social paidReferrals mail referrals search direct

ZenML Rank/Visit

Global Rank	473989
Country	United States
Month Visit	79217

Top 5 Countries

20.22%

9.91%

7.27%

5.88%

5.37%

United States Germany France India Vietnam

Traffic Sources

5.77%

0.84%

0.11%

8.54%

45.06%

39.58%

social paidReferrals mail referrals search direct

Estimated traffic data from Similarweb

What are some alternatives?

When comparing MLflow and ZenML, you can also consider the following products

metaflow - Metaflow is a human-friendly Python library that makes it straightforward to develop, deploy, and operate various kinds of data-intensive applications, in particular those involving data science, ML, and AI.

Magicflow - Simplify AI workflow development with Magicflow's user-friendly interface. No coding required. Optimize for faster, cost-effective workflows. Get started now!

FastML - Jumpstart your project in seconds, bundled with built-in Data Ingestion, Processing, Modeling, Montioring, and Deployment!

Flowise - Open source low-code tool for developers to build customized LLM orchestration flow & AI agents