Best Data Cleansing Software in 2026
Updated
In short: Melissa Data Quality is ranked #1 of 26 as of 4 October 2026, ahead of BlueData and DataCleaner. The best-ranked option with a free plan is BlueData. The lowest first paid tier on this page is Melissa Data Quality at $29.17/mo.
If customer and sales records need cleanup, compare how each tool validates data, applies standardization rules, and processes records. CRM connectors and data enrichment can help you assess how an option fits with connected systems, while record limits put the scope of a cleanup job in view. Free-plan availability and paid-from pricing are also useful cost details to weigh. Melissa Data Quality, BlueData, and Oracle WebCenter Content are among the entries to consider, alongside Plauti Deduplicate and OpenRefine. Think about the rules your records need and the systems they move through, then compare the listed capabilities against that work.
26 data cleansing software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
Recognised 40% · Phone app 26% · Documented 20% · Free plan 14% of the score
- 1 Melissa Data Quality Android only RecognisedPhone appDocumentedFree plan 9.5$29.17/mo Data validation: Yes
- 2 BlueData Android only RecognisedPhone appDocumentedFree plan 7.7$150/mo Standardization rules: YesData validation: Yes
- 3 DataCleaner No phone app RecognisedPhone appDocumentedFree plan 7.4Free Standardization rules: YesData validation: Yes
- 4 Ataccama ONE No phone app RecognisedPhone appDocumentedFree plan 7.3 CRM connectors: YesStandardization rules: YesData validation: Yes
- 5 Datactics No phone app RecognisedPhone appDocumentedFree plan 7.3 Standardization rules: YesData validation: Yes
- 6 Precisely Trillium No phone app RecognisedPhone appDocumentedFree plan 7.1 CRM connectors: YesStandardization rules: YesData validation: Yes
- 7 Firstlogic Data Quality IQ Suite No phone app RecognisedPhone appDocumentedFree plan 7.1 CRM connectors: YesStandardization rules: YesData validation: Yes
- 8 DataMatch Enterprise No phone app RecognisedPhone appDocumentedFree plan 6.9
- 9 Infosys Data Workbench No phone app RecognisedPhone appDocumentedFree plan 6.9 Standardization rules: YesData validation: Yes
- 10 CDQ Cloud Platform No phone app RecognisedPhone appDocumentedFree plan 6.7 CRM connectors: YesStandardization rules: YesData validation: Yes
- 11 OpenRefine No phone app RecognisedPhone appDocumentedFree plan 6.6Free
- 12 CleanSmart No phone app RecognisedPhone appDocumentedFree plan 6.5$59/mo Data validation: Yes
- 13 DQE One Unify No phone app RecognisedPhone appDocumentedFree plan 6.5
- 14 Plauti Deduplicate No phone app RecognisedPhone appDocumentedFree plan 6.5Free
- 15 Oracle WebCenter Content iPhone + Android RecognisedPhone appDocumentedFree plan 6.5
- 16 Data8 Duplicare No phone app RecognisedPhone appDocumentedFree plan 6.4
- 17 Experian Data Quality Solutions No phone app RecognisedPhone appDocumentedFree plan 6.3 CRM connectors: YesStandardization rules: YesData validation: Yes
- 18 Insycle No phone app RecognisedPhone appDocumentedFree plan 6.2$100/mo
- 19 WinPure Clean & Match No phone app RecognisedPhone appDocumentedFree plan 5.8 Data validation: Yes
- 20 DemandTools No phone app RecognisedPhone appDocumentedFree plan 5.8
- 21 SuprSweep by Suprdense No phone app RecognisedPhone appDocumentedFree plan 5.8 CRM connectors: YesStandardization rules: YesData validation: Yes
- 22 tye No phone app RecognisedPhone appDocumentedFree plan 5.8 CRM connectors: YesStandardization rules: YesData validation: Yes
- 23 Ingestro No phone app RecognisedPhone appDocumentedFree plan 5.6 Standardization rules: YesData validation: Yes
- 24 Openprise No phone app RecognisedPhone appDocumentedFree plan 5.5
- 25 Qlik Talend Cloud No phone app RecognisedPhone appDocumentedFree plan 5.4
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 Samsung Mobile US Press?
Melissa Data Quality is ranked #1 of 26 with a score of 9.5. BlueData is second and DataCleaner third.
How many of these have a free plan?
5 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 mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation. Paid placements never change a rank.