AI Data Cleaning & Preparation Tools | Parse

AI Data Cleaning & Preparation Tools in AI answers

Data as of Oct 13, 2026Based on 291 AI responsesReviewed by Dimitry Apollonsky

AI summary

OpenRefine holds a clear lead, frequently recommended for fixing formatting errors and transforming messy tabular data without dropping rows. For automating broader data science workflows or detecting errors in machine learning datasets, Alteryx and Cleanlab are the usual answers instead.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	OpenRefine 39% open-source data transformation and clustering algorithms for messy tabular datasets	open-source data transformation and clustering algorithms for messy tabular datasets	39%
2	Dataiku 26% visual data preparation flows and reusable machine learning transformation recipes	visual data preparation flows and reusable machine learning transformation recipes	26%
2	Alteryx 26% drag-and-drop workflow automation for complex enterprise data cleansing	drag-and-drop workflow automation for complex enterprise data cleansing	26%
4	Informatica 22% enterprise-scale discovery and automated cleaning using cloud metadata intelligence	enterprise-scale discovery and automated cleaning using cloud metadata intelligence	22%
5	Great Expectations 21% pipeline data validation and testing across repeatable transformation steps	pipeline data validation and testing across repeatable transformation steps	21%
6	Alteryx Designer CloudAlteryx product line 19% visual workflows with machine learning suggestions for anomaly detection	visual workflows with machine learning suggestions for anomaly detection	19%
7	dbt 16% managing and testing data transformations within repeatable warehouse pipelines	managing and testing data transformations within repeatable warehouse pipelines	16%
8	Trifacta 13% visual data profiling with automated recommendations for large files	visual data profiling with automated recommendations for large files	13%
8	Soda 13% data quality monitoring and validation checks across enterprise pipelines	data quality monitoring and validation checks across enterprise pipelines	13%
8	Zoho DataPrepZoho product line 13% pipeline formatting fixes and anomaly flagging for business workflows	pipeline formatting fixes and anomaly flagging for business workflows	13%
11	Cleanlab 11%		11%
11	Power QueryMicrosoft product line 11%		11%
13	Tamr 10%		10%
13	Julius AI 10%		10%
13	Querri 10%		10%
13	PandasPydata product line 10%		10%
17	AWS GlueAmazon product line 9%		9%
18	Ataccama ONEAtaccama product line 8%		8%
18	Ataccama 8%		8%
20	Talend 7%		7%
20	SiftRaw 7%		7%
22	Databricks 6%		6%
22	Numerous 6%		6%
22	Tableau PrepSalesforce product line 6%		6%
25	Qlik Talend CloudQlik product line 5%		5%
25	Databricks Data Intelligence PlatformDatabricks product line 5%		5%
25	Qlik 5%		5%
25	DataClean 5%		5%
25	Talend Data QualityTalend product line 5%		5%
25	Monte Carlo Data 5%		5%
31	Domo 4%		4%
31	DataRobot 4%		4%
33	Scrub.ai 3%		3%
33	Microsoft 3%		3%
33	Cleanlab StudioCleanlab product line 3%		3%
33	Acceldata 3%		3%
33	ScrubIQ 3%		3%
33	Microsoft Power BIMicrosoft product line 3%		3%
33	DataPrep 3%		3%
33	Pandas AI 3%		3%
33	ChatGPT WorkOpenAI product line 3%		3%
42	Nexla 2%		2%
42	dltHub 2%		2%
42	Ingestro 2%		2%
42	Google Cloud Dataprep 2%		2%
42	Deequ 2%		2%
42	Amazon SageMakerAmazon product line 2%		2%
42	Delta Lake 2%		2%
42	KNIME 2%		2%
42	TidyCell 2%		2%
42	Alteryx DesignerAlteryx product line 2%		2%
42	Google Cloud BigQueryAlphabet product line 2%		2%
42	InsightXform 2%		2%
42	Polars 2%		2%
42	SheetSense 2%		2%
42	Tabular 2%		2%
42	CleanMyExcel.io 2%		2%
42	Informatica Intelligent Data Management CloudInformatica product line 2%		2%
42	Fivetran 2%		2%
42	WinPure Clean & MatchWinPure product line 2%		2%
42	Ajelix 2%		2%
42	Reltio 2%		2%
42	WinPure 2%		2%
42	Pandera 2%		2%
42	Pyjanitor 2%		2%
42	Altair MonarchAltair product line 2%		2%
67	Kuse 1%		1%
67	Databricks Unity CatalogDatabricks product line 1%		1%
67	Acutize 1%		1%
67	Databricks Lakeflow 1%		1%
67	EvidentlyEvidently AI product line 1%		1%
67	CleanIQ 1%		1%
67	FileBender 1%		1%
67	Talend Data Stewardship 1%		1%
67	Claude Code ActionAnthropic product line 1%		1%
67	Unlimidata 1%		1%
67	Google Cloud DataformAlphabet product line 1%		1%
67	TensorFlow Data ValidationGoogle Gemini product line 1%		1%
67	Deepchecks 1%		1%
67	CleansData 1%		1%
67	CSV Clinic 1%		1%
67	Talend Data PreparationTalend product line 1%		1%
67	KnownLayer 1%		1%
67	Zoho 1%		1%
67	Microsoft ExcelMicrosoft product line 1%		1%
67	KNIME Analytics PlatformKNIME product line 1%		1%
67	OpenAI 1%		1%
67	Anomalo 1%		1%
67	Snowflake AISnowflake product line 1%		1%
67	IBM 1%		1%
67	Apache SparkApache Software Foundation product line 1%		1%
67	Python 1%		1%
67	Quadratic 1%		1%
67	Agelix AI 1%		1%
67	ClicData 1%		1%
67	Matillion 1%		1%
67	Agelix Consulting 1%		1%
67	Energent AI 1%		1%
67	Cleanse 1%		1%
67	DataStew 1%		1%