Alternatives

The Best AWS Data Wrangler Alternatives in 2026

24 alternatives0 free · 21 open source

Looking for something like AWS Data Wrangler? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 21 are open source.

About AWS Data Wranglergithub.com/awslabs/aws-data-wrangler

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AWS Data Wrangler connects Pandas with AWS data services and databases, including Athena, Glue, Redshift, and S3.

PricingNot confirmed

Platforms—

TopicDeveloper Tools

Top picks at a glance

First suggestionDataComPyDataComPy compares Pandas, Polars, Spark, and Snowpark…Another optionKoalasKoalas implements the pandas DataFrame API on Apache Spark…

Quick comparison

#	Alternative	Pricing	Open source	Platforms
1	DataComPy	—	Yes	—
2	Koalas	—	Yes	—
3	Dash	—	Yes	—
4	Whylogs	—	Yes	—
5	DataPrep	—	Yes	—
6	Geni	—	Yes	—
7	jSciPy	—	Yes	Android
8	Weights & Biases	—	Yes	—
9	imbalanced-ensemble	—	Yes	—
10	statsmodels	—	Yes	—

1

DataComPy

github.com/capitalone/datacompyOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

DataComPy compares Pandas, Polars, Spark, and Snowpark dataframes, with output that includes comparison statistics.

AWS Data Wrangler vs DataComPy DataComPy alternatives

2

Koalas

github.com/databricks/koalasOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

Koalas implements the pandas DataFrame API on Apache Spark and is deprecated; for Apache Spark 3.2 and above, use PySpark directly.

AWS Data Wrangler vs Koalas Koalas alternatives

3

Dash

github.com/plotly/dashOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

Python developers can use Dash to build data apps and dashboards without requiring JavaScript.

AWS Data Wrangler vs Dash Dash alternatives

4

Whylogs

github.com/whylabs/whylogsOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

Machine learning pipelines can use whylogs, an open-source library for logging data quality and model performance.

AWS Data Wrangler vs Whylogs Whylogs alternatives

5

DataPrep

github.com/sfu-db/dataprepOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

For Python data preparation, DataPrep offers an open-source low-code library to collect, clean, and visualize data.

AWS Data Wrangler vs DataPrep DataPrep alternatives

6

Geni

github.com/zero-one-group/geniOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

The Geni project provides a Clojure dataframe library that runs on Apache Spark.

AWS Data Wrangler vs Geni Geni alternatives

7

jSciPy

github.com/hissain/jscipyOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

jSciPy provides Java scientific computing tools for signal processing, FFT, filtering, power spectral density, and DCT.

AWS Data Wrangler vs jSciPy jSciPy alternatives

8

Weights & Biases

github.com/wandb/wandbOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

Weights & Biases supports model training, fine tuning, and management from experimentation through production.

AWS Data Wrangler vs Weights & Biases Weights & Biases alternatives

9

imbalanced-ensemble

github.com/ZhiningLiu1998/imbalanced-ensembleOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

Class-imbalanced machine learning is supported by imbalanced-ensemble, a toolbox for ensemble methods and datasets.

AWS Data Wrangler vs imbalanced-ensemble imbalanced-ensemble alternatives

10

statsmodels

github.com/statsmodels/statsmodelsOpen source

Also covers data science, developer tools, and open source · same kind of open-source project

statsmodels provides statistical modeling and econometrics tools in Python.

AWS Data Wrangler vs statsmodels statsmodels alternatives

11

Mars

github.com/mars-project/marsOpen source

Also covers developer tools, open source, and python · same kind of open-source project

Mars provides tensor-based tools for large-scale computation with NumPy, Pandas, and scikit-learn.

AWS Data Wrangler vs Mars Mars alternatives

12

Piperider

github.com/InfuseAI/piperiderOpen source

Also covers data science and developer tools · same kind of open-source project

PipeRider provided code review tools for dbt data and has been superseded by Recce.

AWS Data Wrangler vs Piperider Piperider alternatives

13

Big List of Naughty Strings

github.com/minimaxir/big-list-of-naughty-stringsOpen source

Also covers developer tools, open source, and python · same kind of open-source project

Big List of Naughty Strings collects unusual input strings that may trigger issues in software handling user data.

AWS Data Wrangler vs Big List of Naughty Strings Big List of Naughty Strings alternatives

14

Polars

github.com/pola-rs/polarsOpen source

Also covers developer tools, open source, and python · same kind of open-source project

Polars provides a Rust query engine for DataFrames, with a Python interface for data work.

AWS Data Wrangler vs Polars Polars alternatives

15

TextCL

github.com/alinapetukhova/textclOpen source

Also covers developer tools, open source, and python · same kind of open-source project

TextCL provides preprocessing tools for cleaning text data used in natural language processing tasks.

AWS Data Wrangler vs TextCL TextCL alternatives

16

Cerberus

github.com/pyeve/cerberusOpen source

Also covers developer tools, open source, and python · same kind of open-source project

The Cerberus library validates data in Python with a lightweight and extensible design.

AWS Data Wrangler vs Cerberus Cerberus alternatives

17

torchaudio

github.com/pytorch/audioOpen source

Also covers developer tools, open source, and python · same kind of open-source project

torchaudio provides data manipulation and transformation tools for audio signal processing with PyTorch.

AWS Data Wrangler vs torchaudio torchaudio alternatives

18

Intake

github.com/intake/intakeOpen source

Also covers developer tools, open source, and python · same kind of open-source project

Use Intake, a Python package, to find, load, and share data in data science projects.

AWS Data Wrangler vs Intake Intake alternatives

19

Potato

github.com/davidjurgens/potatoOpen source

Also covers developer tools, open source, and python · same kind of open-source project

The Potato project provides a portable tool for annotating data and research materials.

AWS Data Wrangler vs Potato Potato alternatives

20

DataDeps

github.com/oxinabox/DataDeps.jl

Also covers data science and developer tools · same kind of open-source project

DataDeps.jl provides reproducible data setup for scientific work, with a Julia package for fetching and using data dependencies.

AWS Data Wrangler vs DataDeps DataDeps alternatives

21

mlxtend

github.com/rasbt/mlxtend

Also covers data science and developer tools · same kind of open-source project

mlxtend adds helper modules for Python data analysis and machine learning libraries.

AWS Data Wrangler vs mlxtend mlxtend alternatives

22

Tidyverse

tidyverse.org

Also covers data science and developer tools

The tidyverse is an integrated collection of R packages for data science.

AWS Data Wrangler vs Tidyverse Tidyverse alternatives

23

Jupytext

github.com/mwouts/jupytextOpen source

Also covers developer tools, open source, and python · same kind of open-source project

Jupytext lets users represent Jupyter notebooks as Markdown documents or Julia, Python, and R scripts.

AWS Data Wrangler vs Jupytext Jupytext alternatives

24

zipline

github.com/quantopian/ziplineOpen source

Also covers developer tools, open source, and python · same kind of open-source project

Python developers can use Zipline’s event-driven library to backtest algorithmic trading strategies.

AWS Data Wrangler vs zipline zipline alternatives

No alternatives match this filter.

Alternatives to similar tools

All alternatives

Jupytext24 alternatives Dash24 alternatives Piperider24 alternatives zipline24 alternatives Tidyverse24 alternatives Whylogs24 alternatives

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What is the best alternative to AWS Data Wrangler?

Based on features, tags and platforms, the closest alternatives to AWS Data Wrangler are DataComPy, Koalas, and Dash.

Are there open-source alternatives to AWS Data Wrangler?

Yes: DataComPy, Koalas, Dash, and Whylogs.

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