Ivy vs Metaflow Comparison in 2025

Ivy

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Stop rewriting ML code! Ivy converts PyTorch to TensorFlow, JAX, NumPy. Save time, boost productivity. Open source & free!

Metaflow

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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.

Ivy

Launched
Pricing Model	Free
Starting Price
Tech used	Google Fonts,Next.js,Vercel,Gzip,OpenGraph,Progressive Web App,Webpack,HSTS
Tag	Code Generation,Developer Tools,Data Science

Metaflow

Launched	2016-12
Pricing Model	Free
Starting Price
Tech used	Google Analytics,Google Tag Manager,Fastly,GitHub Pages,Gzip,OpenGraph,Varnish
Tag	Data Science,Workflow Automation

Ivy Rank/Visit

Global Rank	8237049
Country	United States
Month Visit	1750

Top 5 Countries

76.08%

15.66%

8.27%

United States Thailand Switzerland

Traffic Sources

9.49%

0.9%

0.09%

6.7%

21.99%

60.53%

social paidReferrals mail referrals search direct

Metaflow Rank/Visit

Global Rank	882092
Country	United States
Month Visit	36756

Top 5 Countries

25.74%

16.25%

14.6%

6.72%

4.37%

United States Germany India France Pakistan

Traffic Sources

4.69%

0.11%

8.4%

45.66%

39.99%

social paidReferrals mail referrals search direct

Estimated traffic data from Similarweb

What are some alternatives?

When comparing Ivy and Metaflow, you can also consider the following products

ktransformers - KTransformers, an open - source project by Tsinghua's KVCache.AI team and QuJing Tech, optimizes large - language model inference. It reduces hardware thresholds, runs 671B - parameter models on 24GB - VRAM single - GPUs, boosts inference speed (up to 286 tokens/s pre - processing, 14 tokens/s generation), and is suitable for personal, enterprise, and academic use.

IvyCheck - Stop wrestling with failures in production. Start testing, versioning, and monitoring your AI apps.

Syntha AI - AI-powered code converter! Translate across 61 languages in minutes. Bulk file conversions. Smart analysis. Privacy assured. Save time for developers.

AITemplate - AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

HiveTechs - HiveTechs Consensus IDE: Verify AI code & unify 11 leading AI tools. Eliminate hallucinations with multi-model consensus for high-confidence development.