Best Data Cleansing Software in 2026
Updated
In short: Melissa Data Quality is ranked #1 of 30 as of 5 October 2026, ahead of BlueData and OpenRefine. The best-ranked option with a free plan is BlueData. The lowest first paid tier on this page is WinPure Clean & Match at $15.42/mo.
Keeping customer and sales records usable starts with knowing how a tool handles validation, enrichment, and standardization. Compare CRM connectors and processing mode, then check record limits against the amount of data you need to clean. Free-plan availability and paid starting prices add cost context. The ranked entries open with Melissa Data Quality, Ataccama ONE, and DataMatch Enterprise; Firstlogic Data Quality IQ Suite, DataCleaner, and OpenRefine are also near the top. Use the listed criteria to weigh the cleanup rules and connections you need against your data volume and workflow.
30 data cleansing software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
30ranked
5free plans on this page
$15.42/molowest paid tier
5 Oct 2026last checked
Input list Data Cleansing Software 25 channels on this page · 81 of 200 spec lines stated by the makers
Ch Tool Free planPaid fromCRM connectorsStandardization rulesData validationData enrichmentProcessing modeRecord limit Spec sheet Score
01 Melissa Data Quality Free plannot statedPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationYesData enrichmentnot statedProcessing modenot statedRecord limitnot stated 1/8spec lines stated 8.0
02 BlueData Free planYesPaid from$150/moCRM connectorsnot statedStandardization rulesYesData validationYesData enrichmentnot statedProcessing modereal timeRecord limitnot stated 5/8spec lines stated 7.4
03 OpenRefine Free planYesPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationnot statedData enrichmentnot statedProcessing modenot statedRecord limitnot stated 1/8spec lines stated 7.2
04 DataCleaner Free plannot statedPaid fromnot statedCRM connectorsnot statedStandardization rulesYesData validationYesData enrichmentYesProcessing modebatchRecord limitnot stated 4/8spec lines stated 7.0
05 Plauti Deduplicate Free planYesPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationnot statedData enrichmentnot statedProcessing modenot statedRecord limitnot stated 1/8spec lines stated 7.0
06 Firstlogic Data Quality IQ Suite Free plannot statedPaid fromnot statedCRM connectorsYesStandardization rulesYesData validationYesData enrichmentYesProcessing modebothRecord limitnot stated 5/8spec lines stated 6.8
07 Infosys Data Workbench Free plannot statedPaid fromnot statedCRM connectorsnot statedStandardization rulesYesData validationYesData enrichmentYesProcessing modenot statedRecord limitnot stated 3/8spec lines stated 6.8
08 SAS Visual Statistics Free plannot statedPaid fromnot statedCRM connectorsnot statedStandardization rulesYesData validationYesData enrichmentYesProcessing modebothRecord limitnot stated 4/8spec lines stated 6.8
09 DataMatch Enterprise Free planNoPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationnot statedData enrichmentnot statedProcessing modenot statedRecord limitnot stated 1/8spec lines stated 6.7
10 DQE One Unify Free plannot statedPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationnot statedData enrichmentnot statedProcessing modenot statedRecord limitnot stated 0/8spec lines stated 6.7
11 Informatica Product 360 Free planNoPaid fromnot statedCRM connectorsnot statedStandardization rulesYesData validationYesData enrichmentYesProcessing modenot statedRecord limitnot stated 4/8spec lines stated 6.7
12 Data8 Duplicare Free planNoPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationnot statedData enrichmentnot statedProcessing modenot statedRecord limitnot stated 1/8spec lines stated 6.6
13 Experian Data Quality Solutions Free plannot statedPaid fromnot statedCRM connectorsYesStandardization rulesYesData validationYesData enrichmentYesProcessing modebothRecord limitnot stated 5/8spec lines stated 6.6
14 Ingestro Free planNoPaid fromnot statedCRM connectorsnot statedStandardization rulesYesData validationYesData enrichmentYesProcessing modebothRecord limitnot stated 5/8spec lines stated 6.6
15 Ataccama ONE Free plannot statedPaid fromnot statedCRM connectorsYesStandardization rulesYesData validationYesData enrichmentYesProcessing modebothRecord limitnot stated 5/8spec lines stated 6.5
16 CleanSmart Free planNoPaid from$59/moCRM connectorsnot statedStandardization rulesnot statedData validationYesData enrichmentnot statedProcessing modenot statedRecord limitnot stated 3/8spec lines stated 6.5
17 Insycle Free planNoPaid from$100/moCRM connectorsnot statedStandardization rulesnot statedData validationnot statedData enrichmentnot statedProcessing modenot statedRecord limitnot stated 2/8spec lines stated 6.5
18 WinPure Clean & Match Free planNoPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationYesData enrichmentnot statedProcessing modenot statedRecord limitnot stated 2/8spec lines stated 6.5
19 tye Free plannot statedPaid fromnot statedCRM connectorsYesStandardization rulesYesData validationYesData enrichmentYesProcessing modebatchRecord limitnot stated 5/8spec lines stated 6.4
20 SuprSweep by Suprdense Free plannot statedPaid from$99/moCRM connectorsYesStandardization rulesYesData validationYesData enrichmentYesProcessing modereal timeRecord limit100,000 records/mo 7/8spec lines stated 6.3
21 CDQ Cloud Platform Free planNoPaid fromnot statedCRM connectorsYesStandardization rulesYesData validationYesData enrichmentYesProcessing modebothRecord limitnot stated 6/8spec lines stated 6.2
22 Precisely Trillium Free plannot statedPaid fromnot statedCRM connectorsYesStandardization rulesYesData validationYesData enrichmentYesProcessing modebothRecord limitnot stated 5/8spec lines stated 6.2
23 Qlik Talend Cloud Free planNoPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationnot statedData enrichmentnot statedProcessing modenot statedRecord limitnot stated 1/8spec lines stated 6.2
24 Datactics Free plannot statedPaid fromnot statedCRM connectorsnot statedStandardization rulesYesData validationYesData enrichmentYesProcessing modebothRecord limitnot stated 4/8spec lines stated 6.1
25 DemandTools Free planYesPaid fromnot statedCRM connectorsnot statedStandardization rulesnot statedData validationnot statedData enrichmentnot statedProcessing modenot statedRecord limitnot stated 1/8spec lines stated 6.1
Compare all 25 in a table
| # | Tool | Score | Free plan | From | Free plan | Paid from | CRM connectors | Standardization rules |
|---|---|---|---|---|---|---|---|---|
| 1 | Melissa Data Quality | 8.0 | Free plan | $29.17/mo | — | — | — | — |
| 2 | BlueData | 7.4 | Free plan | $150/mo | Yes | 150 /mo | — | Yes |
| 3 | OpenRefine | 7.2 | Free plan | Free | Yes | — | — | — |
| 4 | DataCleaner | 7.0 | Free plan | Free | — | — | — | Yes |
| 5 | Plauti Deduplicate | 7.0 | Free plan | Free | Yes | — | — | — |
| 6 | Firstlogic Data Quality IQ Suite | 6.8 | No | — | — | — | Yes | Yes |
| 7 | Infosys Data Workbench | 6.8 | No | — | — | — | — | Yes |
| 8 | SAS Visual Statistics | 6.8 | No | — | — | — | — | Yes |
| 9 | DataMatch Enterprise | 6.7 | No | — | No | — | — | — |
| 10 | DQE One Unify | 6.7 | No | — | — | — | — | — |
| 11 | Informatica Product 360 | 6.7 | No | — | No | — | — | Yes |
| 12 | Data8 Duplicare | 6.6 | No | — | No | — | — | — |
| 13 | Experian Data Quality Solutions | 6.6 | No | — | — | — | Yes | Yes |
| 14 | Ingestro | 6.6 | No | — | No | — | — | Yes |
| 15 | Ataccama ONE | 6.5 | No | — | — | — | Yes | Yes |
| 16 | CleanSmart | 6.5 | No | $59/mo | No | 59 /mo | — | — |
| 17 | Insycle | 6.5 | No | $100/mo | No | 100 /mo | — | — |
| 18 | WinPure Clean & Match | 6.5 | No | $15.42/mo | No | — | — | — |
| 19 | tye | 6.4 | No | — | — | — | Yes | Yes |
| 20 | SuprSweep by Suprdense | 6.3 | No | — | — | 99 /mo | Yes | Yes |
| 21 | CDQ Cloud Platform | 6.2 | No | — | No | — | Yes | Yes |
| 22 | Precisely Trillium | 6.2 | No | — | — | — | Yes | Yes |
| 23 | Qlik Talend Cloud | 6.2 | No | — | No | — | — | — |
| 24 | Datactics | 6.1 | No | — | — | — | — | Yes |
| 25 | DemandTools | 6.1 | No | — | Yes | — | — | — |
Is your tool on this list?
Numbered spots on this list can be sponsored, and a sponsored row is labelled as paid.
Questions about this list
Which data cleansing software is ranked first on Specifiction?
Melissa Data Quality is ranked #1 of 30 with a score of 8.0. BlueData is second and OpenRefine 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, WinPure Clean & Match has the lowest first paid tier we found: $15.42/mo.
How is this list ranked?
Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.
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