1
Also covers data analysis, data science, and data visualization · same kind of open-source project
PipeRider provided code review tools for dbt data and has been superseded by Recce.
Alternatives
The Best Streamlit Alternatives in 2026
24 alternatives0 free · 18 open source
Looking for something like Streamlit? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 18 are open source.
Python developers can use Streamlit to build and share data applications.
Top picks at a glance
First suggestionPiperiderPipeRider provided code review tools for dbt data and has…Another optionmlxtendmlxtend adds helper modules for Python data analysis and…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Piperider | — | Yes | — |
| 2 | mlxtend | — | Not stated | — |
| 3 | Hamilton | — | Yes | — |
| 4 | PyCM | — | Yes | — |
| 5 | Dash | — | Yes | — |
| 6 | DataPrep | — | Yes | — |
| 7 | statsmodels | — | Yes | — |
| 8 | astroML | — | Not stated | Web |
| 9 | gensim | — | Yes | — |
| 10 | Microsoft ML for Apache Spark | — | Yes | — |
All Streamlit alternatives
2
mlxtend
github.com/rasbt/mlxtendAlso covers data analysis, 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 analysis, data science, and machine learning · same kind of open-source project
Apache Hamilton helps teams build modular, testable dataflows with lineage and metadata.
4
Also covers data analysis, data science, and machine learning · same kind of open-source project
PyCM provides a Python library for working with multiclass confusion matrices.
5
Also covers data science and data visualization · same kind of open-source project
Python developers can use Dash to build data apps and dashboards without requiring JavaScript.
6
Also covers data analysis and data science · same kind of open-source project
For Python data preparation, DataPrep offers an open-source low-code library to collect, clean, and visualize data.
7
Also covers data analysis and data science · same kind of open-source project
statsmodels provides statistical modeling and econometrics tools in Python.
8
astroML
astroml.orgAlso covers data analysis and machine learning · same kind of open-source project
AstroML provides Python tools for machine learning and data mining in astronomy.
9
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.
10
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.
11
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.
12
Also covers data science and machine learning · same kind of open-source project
For machine learning pipelines, Upgini searches and enriches data with features from public and commercial sources.
13
Also covers data visualization and machine learning · same kind of open-source project
Browse large JSONL, Parquet, and CSV datasets in VS Code with the Bread Dataset Viewer extension.
14
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.
15
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.
16
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.
17
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.
18
A gallery of interesting IPython notebooks
github.com/jupyter/jupyter/wiki/A-gallery-of-i…Open sourceAlso covers data analysis and machine learning
Browse a gallery of interesting Jupyter notebooks on this project wiki, with examples from notebook users.
19
Also covers data analysis · same kind of open-source project
Exploratory data analysis in Python is the focus of Dora, a library with functions for cleaning, feature selection, visualization, and validation.
20
ImHex
imhex.werwolv.netAlso covers data analysis
Analyze binary data and use pattern language or disassembly in ImHex, an open-source hex editor for reverse engineers and developers.
21
Pandas
pandas.pydata.orgAlso covers data analysis
The pandas project provides open-source Python tools for analyzing and manipulating data.
22
Also covers data analysis · same kind of open-source project
emcee provides a Python toolkit for affine-invariant Markov chain Monte Carlo sampling.
23
MultivariateStats
github.com/JuliaStats/MultivariateStats.jlAlso covers data analysis · same kind of open-source project
MultivariateStats.jl provides Julia tools for multivariate statistics and data analysis, including dimension reduction.
24
vispy
github.com/vispy/vispyAlso covers data visualization · same kind of open-source project
Interactive scientific visualization in Python is supported by VisPy, a library that uses OpenGL for rendering.
No alternatives match this filter.
Alternatives to similar tools
Piperider24 alternativesDash24 alternativesBread Dataset Viewer24 alternativesmlxtend24 alternativesPyCM24 alternativesDataPrep24 alternatives
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What is the best alternative to Streamlit?
Based on features, tags and platforms, the closest alternatives to Streamlit are Piperider, mlxtend, and Hamilton.
Are there open-source alternatives to Streamlit?
Yes: Piperider, Hamilton, PyCM, and Dash.
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