Best Data Cleansing Software in 2026
Updated
In short: Melissa Data Quality is ranked #1 of 30 as of 4 October 2026, ahead of OpenRefine and DataCleaner. The best-ranked option with a free plan is OpenRefine. The lowest first paid tier on this page is Melissa Data Quality at $29.17/mo.
Data cleansing tools help address problems in records and make information more consistent for use. Compare data validation and standardization rules with processing mode to understand how each option handles cleanup. CRM connectors and data enrichment may be relevant when records need to connect with other systems or gain additional details. Record limits, free plans, and paid-from pricing add context for workload and cost. Melissa Data Quality and Ataccama ONE lead the ranking, followed by DataCleaner and DataMatch Enterprise. Firstlogic Data Quality IQ Suite, Datactics, OpenRefine, and CDQ Cloud Platform are also among the first entries. Consider the data sources, record volume, and cleanup tasks that matter to you.
30 data cleansing software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
#1 Melissa Data Quality Top pick · 7.4 Free plan · $29.17/mo
#2 OpenRefine Runner-up · 7.0 Free plan · Free
#3 DataCleaner Also great · 6.9 Free plan · Free- Free planFree trial AndroidapiextensionLinuxmacOSself-hostedWebWindows
- Data validation
- Yes
RecognisedDocumentedFree planPlatforms$29.17/mofirst paid tier About Melissa Data QualityVisit site - Free plan LinuxmacOSself-hostedWebWindows
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - Free plan LinuxmacOSWindows
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - Free planFree trial apiself-hostedWeb
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - apiself-hostedWebWindows
- Free plan
- No
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - LinuxmacOSself-hostedWebWindows
- CRM connectors
- Yes
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - Free trial apiLinuxself-hostedWindows
- CRM connectors
- Yes
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - Web
- CRM connectors
- Yes
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - WebAndroid
- Free plan
- Yes
- Paid from
- 150 /mo
- Standardization rules
- Yes
- Data validation
- Yes
RecognisedDocumentedFree planPlatforms$150/mofirst paid tier About BlueDataVisit site - Free trial apiself-hostedWebWindowsRecognisedDocumentedFree planPlatforms
- Free trial apiWeb
- CRM connectors
- Yes
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - Free trial self-hostedWeb
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - Web
- Paid from
- 99 /mo
- CRM connectors
- Yes
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - apiself-hostedWeb
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - Free trial apiLinuxself-hostedWebWindows
- Free plan
- No
RecognisedDocumentedFree planPlatforms - Windows
- Free plan
- Yes
RecognisedDocumentedFree planPlatforms - LinuxWebWindows
- CRM connectors
- Yes
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - apiWeb
- Free plan
- No
- CRM connectors
- Yes
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - Free trial Web
- Free plan
- No
- Paid from
- 59 /mo
- Data validation
- Yes
RecognisedDocumentedFree planPlatforms$59/mofirst paid tier About CleanSmartVisit site - Free trial Web
- Free plan
- No
- Paid from
- 100 /mo
RecognisedDocumentedFree planPlatforms$100/mofirst paid tier About InsycleVisit site - Web
- Free plan
- No
RecognisedDocumentedFree planPlatforms - WebiOSAndroid
- Free plan
- No
RecognisedDocumentedFree planPlatforms - LinuxWebWindows
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms -
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms - Web
- Free plan
- No
- Standardization rules
- Yes
- Data validation
- Yes
- Data enrichment
- Yes
RecognisedDocumentedFree planPlatforms
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which data cleansing software is ranked first on Everything Xiaomi?
Melissa Data Quality is ranked #1 of 30 with a score of 7.4. OpenRefine is second and DataCleaner third.
How many of these have a free plan?
4 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Melissa Data Quality has the lowest first paid tier we found: $29.17/mo.
How is this list ranked?
Ranked on what each maker publishes: documentation depth, a free tier and the platforms it runs on. Paid placements never change a rank.