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DATPROF vs IBM InfoSphere Optim Test Data Management (TDM) comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 1, 2024

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

DATPROF
Ranking in Test Data Management
5th
Average Rating
8.6
Reviews Sentiment
7.4
Number of Reviews
8
Ranking in other categories
Data Masking (4th), AI Synthetic Data (1st)
IBM InfoSphere Optim Test D...
Ranking in Test Data Management
6th
Average Rating
8.0
Reviews Sentiment
6.9
Number of Reviews
15
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of April 2025, in the Test Data Management category, the mindshare of DATPROF is 6.5%, up from 5.4% compared to the previous year. The mindshare of IBM InfoSphere Optim Test Data Management (TDM) is 8.8%, down from 12.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Test Data Management
 

Featured Reviews

Romil Kapadia - PeerSpot reviewer
Easy to use, covers all the technology and database stacks, and provides good value for money
We had a Broadcom solution. We had an exit strategy for all the tools of this provider. The contracts were supposed to end. DATPROF is more open with respect to outside environments. Of course, it's not open-source technology, but there are provisions to do so, whereas, with earlier tools, that wasn't the case. Another good part of DATPROF is that because they have already been in the market and working with customers for a long time, they know the ins and outs of how the market in the Netherlands works. That was visible when we were performing use cases where the generation of test data was required. Everything that we could possibly think of is already covered by the tool. The inclusiveness or the wholesomeness of the tool is very good. DATPROF's UI is many years ahead of earlier tools. Broadcom's customer support was not up to our requirements. With DATPROF, even though we are just in the sales phase, I already see tremendous improvement. With the earlier tool, they were not able to provide the solutions that we wanted, whereas with DATPROF, Gerard, and Michael are just a call away, and they are willing to extend themselves to provide us with the right support.
Ajai Lal - PeerSpot reviewer
Supports both legacy and non-legacy systems
The solution's initial setup is neither complex nor too easy. Around six or seven people, including database administrators, were involved in the solution's deployment. On a scale from one to ten, where one is difficult and ten is easy, I rate the solution's initial setup a four to five out of ten.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"I am very impressed with the capabilities of the software."
"Technical support is good. They are friendly and fast."
"Its ease of use is valuable. It's pretty straightforward. With minimal training or with minimal guidance, it can be used."
"We can create synthetic test data for our different development teams without needing production data, which is an excellent capability."
"We have some customers who are in both SAP and non-SAP. When we do scrambling for different applications, it is extremely important that DATPROF and the SAP applications talk to each other and synchronize. Otherwise... [an] identity [can be] lost, from a name perspective."
"The data modeling software gave additional insights for debugging in the case of circular foreign keys."
"The most valuable feature of DATPROF Privacy for us is the possibility to mask sensitive test and development data on different kinds of databases. Furthermore, the tool comes with different useful masking functions. It is possible to mask deterministic and it is possible to add your own functions. The tool has an intuitive interface and customer support is fast and efficient."
"The most valuable feature is that it's easy to use... We were able to quickly port a JD Edwards application into the DATPROF solution and we were able to scramble the data in that application. It's a single tool that helps us to do that across applications."
"I like the features compared to other tools. This tool is more flexible to use than other tools like an Oracle product or SAP product. I think IBM tools are more flexible, and this tool is also a good product."
"The platform's ability to generate metrics is the most valuable feature for data management. It is a user-friendly and easy-to-use tool."
"The solution can be used on both legacy and non-legacy systems."
"Data masking features are the most valuable, as non-production environments are used by diverse parties and data privacy has to be guaranteed."
 

Cons

"We organized the orchestration via ServiceNow/Runbook. It would be nice if DatProf software had this functionality as well."
"From what I know, there are some challenges with respect to the number of data formats that can be made available. This is something that can be improved."
"They could improve the solution by expanding the APIs. If there were options to integrate it with other solutions, that would help."
"I feel that we have to do a lot of reworking of the template implementations... Maybe it is a limitation, but as a customer, it feels like we need to start from scratch every time. It would help if we could reuse at least some of what we have already done."
"The product could be improved by adding functions to mask flat files and XML data."
"Although it is possible to mask flat files inside DATPROF Privacy, the current solution is solid. However, it can be improved with an improved user interface."
"The synthetic data-generating element of the tool is relatively new, so we sometimes encounter bugs, though when we inform DATPROF, they act quickly to fix any issues. Of course, the fewer bugs we face, the better."
"Right now, we need to make process agreements with our supplier to keep our source and target database in line with the current production version. This may become an issue when (if) we reach a CI/CD level with multiple releases per day."
"I would like to be able to combine different masking functions on the same column map, making more complex masking without the need of writing an Lua procedure."
"I think it could be more secure. I don't have experience with the security aspects concerning PII data, but I think it can still be streamlined a little more. It could also have some more features, and the initial setup could be more straightforward."
"TDM's efficiency in terms of generating reports needs improvement. It could work faster."
 

Pricing and Cost Advice

"It's very competitive. There is a good price-to-feature relation. It doesn't give us the feeling that we are overspending on something. It provides the right value at the right price. It's worth it."
"I'm not part of the financial team, but as far as I understand, the price is very reasonable compared to the competitors."
"You have to pay yearly for the license, which comes at a reduced cost. The monthly payment option for a shorter project duration is also good."
"We purchase TDM's yearly license."
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Computer Software Company
15%
Insurance Company
8%
Manufacturing Company
6%
Financial Services Firm
21%
Insurance Company
14%
Manufacturing Company
8%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

Ask a question
Earn 20 points
What do you like most about IBM InfoSphere Optim Test Data Management (TDM)?
The platform's ability to generate metrics is the most valuable feature for data management. It is a user-friendly and easy-to-use tool.
What needs improvement with IBM InfoSphere Optim Test Data Management (TDM)?
TDM's efficiency in terms of generating reports needs improvement. It could work faster.
 

Also Known As

DATPROF Privacy, DATPROF Test Data Management
IBM Optim Test Data Management, Optim Test Data Management, IBM InfoSphere Optim Test Data Management
 

Overview

 

Sample Customers

APG, UWV, VGZ, DUO, Admiral Group, Heineken, Region Stockholm, Green Shield Canada, BestPass, CalPERS, Birmingham City Council, Nest Pensions
Dignity Health
Find out what your peers are saying about DATPROF vs. IBM InfoSphere Optim Test Data Management (TDM) and other solutions. Updated: March 2025.
846,617 professionals have used our research since 2012.