Best Test Data Management Software in 2026
19 test data management software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
19ranked
10free plans on this page
$5/molowest paid tier
3 Oct 2026last checked
#1 DATPROF Top pick · 8.5 
#2 Windocks Runner-up · 8.4 Free plan · $499/mo
#3 Perforce Delphix Test Data Management Also great · 8.2 
- Free trial apiLinuxself-hostedWebWindows
- Synthetic data generation
- Yes
- Data masking
- Yes
- Data subsetting
- Yes
- Refresh automation
- automated
RecognisedDocumentedFree planFree trialPlatforms - Free plan apiLinuxself-hostedWebWindows
- Free plan
- Yes
- Paid from
- 499 /mo
- Synthetic data generation
- Yes
- Data masking
- Yes
- Data subsetting
- Yes
- Refresh automation
- automated
RecognisedDocumentedFree planFree trialPlatforms$499/mofirst paid tier About WindocksVisit site - apiLinuxself-hostedWeb
- Synthetic data generation
- Yes
- Data masking
- Yes
- Data subsetting
- Yes
- Refresh automation
- automated
RecognisedDocumentedFree planFree trialPlatforms - apiLinuxself-hostedWebWindows
- Synthetic data generation
- Yes
- Data masking
- Yes
- Data subsetting
- Yes
- Refresh automation
- automated
RecognisedDocumentedFree planFree trialPlatforms - Free plan apiLinuxself-hostedWeb
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free planFree trial apiself-hostedWeb
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms$5/mofirst paid tier About MockarooVisit site - Free plan apiLinuxself-hostedWeb
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan macOSLinux
- Free plan
- Yes
- Synthetic data generation
- Yes
- Data masking
- Yes
RecognisedDocumentedFree planFree trialPlatforms -
- Synthetic data generation
- Yes
- Data masking
- Yes
- Data subsetting
- Yes
- Refresh automation
- automated
RecognisedDocumentedFree planFree trialPlatforms - Free plan
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan Web
- Free plan
- Yes
- Paid from
- 10 /mo
- Synthetic data generation
- Yes
- Refresh automation
- automated
RecognisedDocumentedFree planFree trialPlatforms - Free plan WindowsmacOSLinux
- Free plan
- Yes
- Synthetic data generation
- Yes
- Data masking
- No
- Data subsetting
- No
RecognisedDocumentedFree planFree trialPlatforms - Web
- Free plan
- No
RecognisedDocumentedFree planFree trialPlatforms - WindowsmacOSLinux
- Free plan
- No
- Synthetic data generation
- Yes
- Data masking
- Yes
- Refresh automation
- scheduled
RecognisedDocumentedFree planFree trialPlatforms - Free plan Web
- Free plan
- Yes
- Paid from
- 99 /mo
RecognisedDocumentedFree planFree trialPlatforms -
- Free plan
- No
- Synthetic data generation
- Yes
RecognisedDocumentedFree planFree trialPlatforms - Free plan Web
- Free plan
- Yes
RecognisedDocumentedFree planFree trialPlatforms - RecognisedDocumentedFree planFree trialPlatforms
- RecognisedDocumentedFree planFree trialPlatforms
Is your platform 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 test data management software is ranked first on The Geeks Club?
DATPROF is ranked #1 of 19 with a score of 8.5. Windocks is second and Perforce Delphix Test Data Management third.
How many of these have a free plan?
10 of the 19 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Mockaroo has the lowest first paid tier we found: $5/mo.
How is this list ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on. Paid placements never change a rank.
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