1
Also covers ai infrastructure, data analysis, and data science · same kind of open-source project
NannyML provides Python tools for post-deployment data science and monitoring model performance under data drift.
Alternatives
The Best Pachyderm Alternatives in 2026
24 alternatives0 free · 22 open source
Looking for something like Pachyderm? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 22 are open source.
Pachyderm provides data-focused pipelines and version control for datasets and related workflows.
Top picks at a glance
First suggestionNannyMLNannyML provides Python tools for post-deployment data…Another optionigeligel lets users train, test, and use machine learning…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | NannyML | — | Yes | — |
| 2 | igel | — | Yes | — |
| 3 | Kubeflow Pipelines | — | Yes | — |
| 4 | Tpot | — | Yes | — |
| 5 | MLRun | — | Yes | — |
| 6 | ZenML | — | Yes | — |
| 7 | Primehub | — | Yes | — |
| 8 | Aeromancy | — | Yes | — |
| 9 | Butterfree | — | Yes | — |
| 10 | Featureform | — | Yes | — |
All Pachyderm alternatives
2
Also covers ai infrastructure, data analysis, and data science · same kind of open-source project
igel lets users train, test, and use machine learning models without writing code.
3
Also covers ai infrastructure, data science, and open source · same kind of open-source project
Kubeflow Pipelines orchestrates and manages machine learning workflows on Kubeflow.
4
Also covers ai infrastructure, data science, and open source · same kind of open-source project
TPOT uses genetic programming to optimize machine learning pipelines in Python.
5
Also covers ai infrastructure, data science, and open source · same kind of open-source project
MLRun provides an open-source MLOps platform for managing machine learning applications, pipelines, and CI/CD delivery.
6
Also covers ai infrastructure, data science, and open source · same kind of open-source project
ZenML provides a platform for machine learning pipelines and AI agents.
7
Also covers ai infrastructure, data science, and open source · same kind of open-source project
PrimeHub offers an open-source platform for managing machine learning operations and workflows.
8
Also covers ai infrastructure, data science, and open source · same kind of open-source project
Use Aeromancy to build reproducible machine learning workflows and projects.
9
Also covers ai infrastructure, data science, and open source · same kind of open-source project
Butterfree provides tools for building feature stores and transforming raw data.
10
Also covers ai infrastructure, data science, and open source · same kind of open-source project
Featureform turns existing data infrastructure into a virtual feature store.
11
Also covers ai infrastructure, data science, and open source · same kind of open-source project
PySyft supports data science on data that remains on another person’s server.
12
DVC
dvc.orgAlso covers ai infrastructure and data science
Open-source version control system for Data Science and Machine Learning projects. Git-like experience to organize your data, models, and experiments.
13
Also covers ai infrastructure, data science, and open source · same kind of open-source project
The ChefBoost Python framework supports decision trees such as ID3, C4.5, CART, CHAID, regression trees, and ensemble methods.
14
Also covers ai infrastructure, data science, and open source · same kind of open-source project
The Datumbox framework is written in Java for developing machine learning and statistical applications.
15
Also covers ai infrastructure, data science, and open source · same kind of open-source project
PyToune provides a simplified framework and utilities for working with PyTorch.
16
Also covers ai infrastructure, data science, and open source · same kind of open-source project
FLAML provides a fast Python library for automated machine learning and tuning.
17
Also covers ai infrastructure, data science, and open source · same kind of open-source project
The Feast repository describes an open source feature store for AI and machine learning projects.
18
Also covers ai infrastructure, data science, and open source · same kind of open-source project
FlexML offers an easy to use and flexible automated machine learning library for Python.
19
Also covers ai infrastructure, data science, and open source · same kind of open-source project
The goro project provides a high level machine learning library written for Go.
20
Also covers ai infrastructure, data science, and open source · same kind of open-source project
This Docker-based starter kit provides a runtime for machine learning work in Jupyter notebooks.
21
Also covers ai infrastructure, data science, and open source · same kind of open-source project
Deploy a ML inference service on a budget in less than 10 lines of code.
22
Also covers ai infrastructure, data science, and open source · same kind of open-source project
The Feast project provides an open source feature store for AI and machine learning.
23
Also covers ai infrastructure and data science · same kind of open-source project
Evidently evaluates, tests, and monitors machine learning systems and data pipelines.
24
Kedro
github.com/quantumblacklabs/kedroAlso covers ai infrastructure and data science · same kind of open-source project
Kedro helps create reproducible, maintainable, and modular data science and data engineering pipelines.
No alternatives match this filter.
Alternatives to similar tools
Kubeflow Pipelines24 alternativesEvidently24 alternativesButterfree24 alternativesFeatureform24 alternativesZenML24 alternativesDVC24 alternatives
What is the best alternative to Pachyderm?
Based on features, tags and platforms, the closest alternatives to Pachyderm are NannyML, igel, and Kubeflow Pipelines.
Are there open-source alternatives to Pachyderm?
Yes: NannyML, igel, Kubeflow Pipelines, and Tpot.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative