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mlflow vs ivy

mlflow and ivy share 8 technologies: cryptography, PaddlePaddle, scikit-learn, torchvision, TensorFlow, torch, xgboost, and psutil. Both are written in Python.

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What they share and what sets them apart

mlflow

mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

Python28.7kRead on November 8, 2026, at commit 882c427What is mlflow built with?

Only in mlflow

In common

unifyai

ivy

Convert Machine Learning Code Between Frameworks

Python14.2kRead on November 9, 2026, at commit 67547ccWhat is ivy built with?

Only in ivy

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
mlflow1,556,347 lines written3,645 code files
ivy482,091 lines written876 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
mlflow23.7% of its commits signed by AIWith Claude Code, GitHub Copilot, Codex, and Cursor
ivy0% of its commits signed by AI
ActivityFrom GitHub and its history, on the day SeeRepo read it.
mlflowLast push November 8, 202614,394 commits28,722 stars
ivyLast push October 22, 202618,065 commits14,166 stars
TestsThe files that test the code, and the share of code files a test imports.
mlflow2,376 test files58.9% of its code files have a test that imports them
ivy444 test files12.1% of its code files have a test that imports them

Frequently asked questions

Which is bigger, mlflow or ivy?
mlflow, with 1,556,347 lines written; ivy has 482,091.

The proof: mlflow/mlflow's code at commit 882c427

Which has more GitHub stars, mlflow or ivy?
mlflow, with 28,722 stars; ivy has 14,166.

The proof: mlflow/mlflow on GitHub

Which has more tests, mlflow or ivy?
mlflow, with 2,376 test files; ivy has 444.

The proof: mlflow/mlflow's code at commit 882c427

Which was updated more recently, mlflow or ivy?
mlflow: its last push was on November 8, 2026, and ivy's on October 22, 2026.

The proof: mlflow/mlflow's commits on GitHub

Which has more commits signed by AI, mlflow or ivy?
mlflow: an AI signed 23.7% of its commits, with Claude Code, GitHub Copilot, Codex, and Cursor.

The proof: the commits each tool signed in mlflow/mlflow

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