1
Also covers data science and machine learning · same kind of open-source project
Machine learning pipelines can use whylogs, an open-source library for logging data quality and model performance.
Alternatives
The Best Upgini Alternatives in 2026
24 alternatives1 free · 22 open source
Looking for something like Upgini? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are free or have a free plan and 22 are open source.
For machine learning pipelines, Upgini searches and enriches data with features from public and commercial sources.
Top picks at a glance
First suggestionWhylogsMachine learning pipelines can use whylogs, an open-source…Free or freemium optionStreamlitPython developers can use Streamlit to build and share data…Another optionmlxtendmlxtend adds helper modules for Python data analysis and…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Whylogs | — | Yes | — |
| 2 | mlxtend | — | Not stated | — |
| 3 | Microsoft ML for Apache Spark | — | Yes | — |
| 4 | imbalanced-ensemble | — | Yes | — |
| 5 | Streamlit | Free | Yes | — |
| 6 | Geni | — | Yes | — |
| 7 | gensim | — | Yes | — |
| 8 | jSciPy | — | Yes | Android |
| 9 | Weights & Biases | — | Yes | — |
| 10 | Hamilton | — | Yes | — |
All Upgini alternatives
2
mlxtend
github.com/rasbt/mlxtendAlso covers data science and machine learning · same kind of open-source project
mlxtend adds helper modules for Python data analysis and machine learning libraries.
3
Also covers data science and machine learning · same kind of open-source project
SynapseML provides distributed machine learning algorithms for Spark through its Python library.
4
Also covers data science and machine learning · same kind of open-source project
Class-imbalanced machine learning is supported by imbalanced-ensemble, a toolbox for ensemble methods and datasets.
5
Also covers data science and machine learning · same kind of open-source project · free
Python developers can use Streamlit to build and share data applications.
6
Also covers data science and machine learning · same kind of open-source project
The Geni project provides a Clojure dataframe library that runs on Apache Spark.
7
Also covers data science and machine learning · same kind of open-source project
Python developers can use gensim for topic modeling and related natural language processing tasks.
8
Also covers data science and machine learning · same kind of open-source project
jSciPy provides Java scientific computing tools for signal processing, FFT, filtering, power spectral density, and DCT.
9
Also covers data science and machine learning · same kind of open-source project
Weights & Biases supports model training, fine tuning, and management from experimentation through production.
10
Also covers data science and machine learning · same kind of open-source project
Apache Hamilton helps teams build modular, testable dataflows with lineage and metadata.
11
Also covers data science and machine learning · same kind of open-source project
PyCM provides a Python library for working with multiclass confusion matrices.
12
astroML
astroml.orgAlso covers machine learning · same kind of open-source project
AstroML provides Python tools for machine learning and data mining in astronomy.
13
Also covers machine learning · same kind of open-source project
The ml5.js project brings friendly machine learning tools to web projects.
14
Also covers machine learning · same kind of open-source project
The Pattern Recognition Toolbox provides MATLAB tools for pattern recognition and machine learning.
15
Also covers machine learning · same kind of open-source project
Netron displays neural network, deep learning, and machine learning models across formats such as ONNX, TensorFlow, and PyTorch.
16
Also covers machine learning · same kind of open-source project
Automatic machine learning, hyperparameter tuning, and pipeline abstractions are provided by the Neuraxle software library.
17
Also covers machine learning · same kind of open-source project
ONNX-Scala provides an API and backend for deep and classical machine learning in Scala.
18
Also covers machine learning · same kind of open-source project
Opyrator turns machine learning code into microservices with a web API and interactive interface.
19
Also covers machine learning · same kind of open-source project
The anneal project is a Go machine learning compiler with graph rewriting, autodiff, and a WebGPU backend.
20
Also covers machine learning · same kind of open-source project
Sparkling Water brings H2O machine learning functionality into an Apache Spark cluster.
21
Also covers machine learning · same kind of open-source project
For Go developers, GoLearn provides a collection of tools for machine learning.
22
Also covers data science · same kind of open-source project
Python developers can use Dash to build data apps and dashboards without requiring JavaScript.
23
Also covers data science · same kind of open-source project
PipeRider provided code review tools for dbt data and has been superseded by Recce.
24
Also covers data science · same kind of open-source project
AWS Data Wrangler connects Pandas with AWS data services and databases, including Athena, Glue, Redshift, and S3.
No alternatives match this filter.
Alternatives to similar tools
Streamlit24 alternativesAWS Data Wrangler24 alternativesPiperider24 alternativesDash24 alternativesimbalanced-ensemble24 alternativesWhylogs24 alternatives
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What is the best alternative to Upgini?
Based on features, tags and platforms, the closest alternatives to Upgini are Whylogs, mlxtend, and Microsoft ML for Apache Spark.
Is there a free alternative to Upgini?
Yes. Streamlit is free or offer a free plan.
Are there open-source alternatives to Upgini?
Yes: Whylogs, Microsoft ML for Apache Spark, imbalanced-ensemble, and Streamlit.
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