Flower VS MLflow

Let’s have a side-by-side comparison of Flower vs MLflow to find out which one is better. This software comparison between Flower and MLflow is based on genuine user reviews. Compare software prices, features, support, ease of use, and user reviews to make the best choice between these, and decide whether Flower or MLflow fits your business.

Flower

Flower
Learn More | Visit Site
A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.

MLflow

MLflow
Learn More | Visit Site
Build better models and generative AI apps on a unified, end-to-end,open source MLOps platform

Flower

Launched 2017-12
Pricing Model Free
Starting Price
Tech used Next.js,Vercel,KaTeX,Gzip,OpenGraph,Webpack,HSTS
Tag Data Science

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

Flower Rank/Visit

Global Rank 362858
Country India
Month Visit 104549

Top 5 Countries

16.04%
13.83%
8.9%
4.52%
3.93%
India United States Germany Switzerland Korea, Republic of

Traffic Sources

3.67%
1.15%
0.11%
8.73%
46.83%
39.47%
social paidReferrals mail referrals search direct

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

Estimated traffic data from Similarweb

What are some alternatives?

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

Petals - Collaborate with others to run large language models effortlessly. Get up to 10x faster results with this AI platform and enjoy the flexibility of PyTorch.

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.

Claude-Flow - Claude-Flow v2: Enterprise AI orchestration for multi-agent swarms. Build smarter, faster AI workflows with hive-mind intelligence & 87 advanced tools.

AI-Flow - Unleash AI power without code! AI-Flow lets you visually build & automate custom AI workflows. Integrate 1000+ models easily. Your AI command center.

More Alternatives
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