01
Collibra
An enterprise data intelligence platform that combines data governance, cataloguing, and quality management into a single collaborative solution.
95.0
Collibra and Informatica are the leading data quality tools for large enterprises requiring comprehensive governance and automated profiling. For growing teams seeking a more agile and developer friendly approach, Great Expectations is an ideal choice, offering robust data testing integrated directly into modern software pipelines.
RANKENTRYSCORETRENDFROM
1
CollibraCollibra was originally founded in 2008 as a spin off from the Vrije Universiteit Brussel.95.0NEWCustom
CollibraCollibra was originally founded in 2008 as a spin off from the Vrije Universiteit Brussel.95.0NEWCustom2
Informatica Data QualityInformatica utilises an artificial intelligence engine named Claire to automate data management tasks.92.7NEWCustom
Informatica Data QualityInformatica utilises an artificial intelligence engine named Claire to automate data management tasks.92.7NEWCustom3
Talend Data QualityTalend was acquired by Qlik in 2023 to bolster its integration and data quality portfolio.90.3NEWCustom
Talend Data QualityTalend was acquired by Qlik in 2023 to bolster its integration and data quality portfolio.90.3NEWCustom4
Great ExpectationsGreat Expectations was created by Superconductive and has become a standard for pipeline testing.88.0NEWFree
Great ExpectationsGreat Expectations was created by Superconductive and has become a standard for pipeline testing.88.0NEWFree5
AtlanAtlan was inspired by internal data tooling built at social media platform Pinterest.85.7NEWCustom
AtlanAtlan was inspired by internal data tooling built at social media platform Pinterest.85.7NEWCustom6
Monte CarloMonte Carlo pioneered the concept of data observability modelled after software application performance monitoring.83.3NEWCustom
Monte CarloMonte Carlo pioneered the concept of data observability modelled after software application performance monitoring.83.3NEWCustom7
AlationAlation pioneered the data catalogue market by applying machine learning to human search behaviour.81.0NEWCustom
AlationAlation pioneered the data catalogue market by applying machine learning to human search behaviour.81.0NEWCustom8
PreciselyPrecisely rebranded from Syncsort following a series of strategic acquisitions in the data space.78.7NEWCustom
PreciselyPrecisely rebranded from Syncsort following a series of strategic acquisitions in the data space.78.7NEWCustom9
Experian Data QualityExperian leverages its extensive global credit and consumer databases to enhance verification accuracy.76.3NEWCustom
Experian Data QualityExperian leverages its extensive global credit and consumer databases to enhance verification accuracy.76.3NEWCustom10
IBM InfoSphere Information ServerIBM InfoSphere has decades of heritage in managing mission critical enterprise data pipelines.74.0NEWCustom
IBM InfoSphere Information ServerIBM InfoSphere has decades of heritage in managing mission critical enterprise data pipelines.74.0NEWCustomLAST UPDATED 2026-07-20CURATED · UPDATED REGULARLY
The ranking, in detail
02
Informatica Data Quality
A market leading tool offering AI powered data cleansing, standardisation, and monitoring for complex enterprise environments.
92.7
03
Talend Data Quality
Part of the Qlik ecosystem, this tool provides open and flexible data profiling, cleansing, and masking capabilities.
90.3
04
Great Expectations
An open source Python based data validation framework that helps teams test and profile data like code.
88.0
05
Atlan
A collaborative data ops and cataloguing platform designed with a modern user experience and deep quality lineage.
85.7
06
Monte Carlo
An automated data observability platform that detects and resolves data quality issues in real time.
83.3
07
Alation
A data intelligence platform featuring behavioural analysis and machine learning to drive data search and governance.
81.0
08
Precisely
Formerly Syncsort, Precisely offers robust data integrity, enrichment, and quality software for accurate analytics.
78.7
09
Experian Data Quality
Specialised software focusing heavily on customer data accuracy, address validation, and contact enrichment.
76.3
10
IBM InfoSphere Information Server
An enterprise grade data integration and quality platform designed to cleanse and govern large scale corporate data.
74.0
Frequently asked questions
What is a data quality tool?
A data quality tool is software used to profile, cleanse, standardise, and validate data to ensure it is accurate, complete, and reliable for business operations and analytics.
How do I choose the right data quality tool?
You should consider your team technical expertise, budget, scale of data, and whether you need automated observability, regulatory governance, or developer focused pipeline testing.
Are there free data quality tools available?
Yes, open source options like Great Expectations offer free community editions, while many commercial vendors require custom enterprise pricing based on usage.
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