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IBM InfoSphere Optim Test Data Management (TDM) vs Informatica 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

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
Informatica Test Data Manag...
Ranking in Test Data Management
4th
Average Rating
7.8
Reviews Sentiment
6.0
Number of Reviews
13
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Test Data Management category, the mindshare of IBM InfoSphere Optim Test Data Management (TDM) is 6.1%, down from 8.4% compared to the previous year. The mindshare of Informatica Test Data Management (TDM) is 8.1%, down from 16.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Test Data Management Mindshare Distribution
ProductMindshare (%)
Informatica Test Data Management (TDM)8.1%
IBM InfoSphere Optim Test Data Management (TDM)6.1%
Other85.8%
Test Data Management
 

Featured Reviews

Ajai Lal - PeerSpot reviewer
Project Manager at Mphasis
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.
Raj Sethupathi - PeerSpot reviewer
Data Integration Consultant GCP/AWS at a consultancy with 10,001+ employees
Seamlessly connects with the ETL engine and has its own policy pack, reducing the need for custom coding
I've only worked with versions 9.7 and 10.5.1, and I'm not familiar with the newest features in the current version, 10.5.1. However, I'm sure they have incorporated AI capabilities, as that is the current industry trend. It is this new buzzword. Informatica itself introduced CLAIRE AI. I am four versions behind. So, it would be good if I upgraded. Plus, Informatica has rebranded this TDM. It's not even originally from Informatica. They purchased the company that makes the application around 2010. Informatica has purchased so many companies for different purposes, like business-to-business, test data management, and more. They change the trade name so frequently. It used to be ILM, Informatica Lifecycle Management, then they changed it to something else, then Test Data Management, and then Security Governance and Policy Management or something like that. It's all different names for the same product. Frequent rebranding and name changes can create confusion for customers.

Quotes from Members

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

Pros

"IBM InfoSphere Optim Test Data Management can be found in the following platforms: Windows, Linux, *nix and z/OS; this presents a great opportunity to scale code and develop multiplatform libraries, updating the code once and deploying to all platforms."
"The Data Archive or Data Growth feature is one of the very useful solutions that help organizations to manage and support their database archiving strategies."
"IBM Optim solutions are highly scalable."
"I like the features compared to other tools, as this tool is more flexible to use than other tools like an Oracle product or SAP product, and I think IBM tools are more flexible, and this tool is also a good product."
"Optim is a great tool for enterprise data movement, data masking, data sub-setting, data comparison, and data aging."
"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."
"Data masking with consistency across databases and applications is the most valuable feature."
"Data masking features are the most valuable, as non-production environments are used by diverse parties and data privacy has to be guaranteed."
"These products are highly scalable in my experience; they are scalable both horizontally (grid, multi-node environment) and vertically (more CPU cores), and they are also scalable in terms of the pushdown capability to the database engine or Hive."
"Dynamic data masking is a valuable feature of this product."
"Informatica’s support for the entire platform is very good and this product is no exception."
"It is an excellent product."
"This product saves time by enabling pretty quick development of data masking/sub-setting the Informatica code."
"Organizations working on different projects can benefit from this tool."
"Informatica is highly scalable."
"Informatica TDM is also developer-friendly, making it easy for ETL developers to pick up and use without extensive training."
 

Cons

"In the IBM Optim tool, the Synthetic Test Data Generation feature is lagging behind."
"Pricing and licensing is higher compared to other products."
"TDM's efficiency in terms of generating reports needs improvement. It could work faster."
"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."
"Installation is too cumbersome."
"In the past, we have waited months for IBM to resolve the problem."
"The tool needs to have more test data management features like synthetic data generation and data reservation."
"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."
"If there were some methods to mask data in the cloud, then that would be good."
"The UI experience is a little bit old. When applying more than 80 columns, it means doing it in phases, as it won't allow it in one go."
"There are numerous issues, and we have reported these to the Informatica vendor."
"It should enable DevOps in CI/CD environments There should be compatibility with big data in SAP environments: These are most widely used in the enterprise level of the organization"
"The interface design needs improvement. Sometimes it’s a bit cumbersome."
"Informatica has a data governance suite, and at the moment, there is no connection between the data governance elements, such as the data catalog, and the Informatica Test Data Management software."
"They have to create more transformations that can be utilized in the tool."
"When it came time to upgrade from 9.7 to 10.1, we could upgrade all the other products, but there was an issue with TDM. It seemed like they weren't ready for the upgrade."
 

Pricing and Cost Advice

"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."
"The cost is not an issue for enterprises, but for smaller businesses, it could be."
"It's expensive because the license needs to be bought for some time period. It's not pay as you go."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
14%
Construction Company
8%
Insurance Company
8%
Financial Services Firm
17%
Insurance Company
12%
University
7%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise1
Large Enterprise14
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise10
 

Questions from the Community

What advice do you have for others considering IBM InfoSphere Optim Test Data Management (TDM)?
The solution does not need much maintenance. The solution is maintained by the infrastructure team. There is a separate team for the software installation. I would recommend the solution to other u...
What needs improvement with Informatica Test Data Management (TDM)?
A lot of improvement is needed, mainly due to the fact that the tool is very slow. There are numerous issues, and we have reported these to the Informatica vendor. They don't seem to be focusing mu...
What is your primary use case for Informatica Test Data Management (TDM)?
We cannot provide production data to our testing teams, so we use TDM to encrypt or mask the data and create a copy for them. Many teams rely on our data, and TDM helps maintain data security by ma...
What advice do you have for others considering Informatica Test Data Management (TDM)?
TDM is a worthwhile recommendation if the customer is interested, but for small-scale companies that do not want to spend a lot, it might be too costly. I'd rate the solution seven out of ten.
 

Also Known As

IBM Optim Test Data Management, Optim Test Data Management, IBM InfoSphere Optim Test Data Management
Informatica TDM
 

Overview

 

Sample Customers

Dignity Health
Vale, Hot Telecommunication
Find out what your peers are saying about IBM InfoSphere Optim Test Data Management (TDM) vs. Informatica Test Data Management (TDM) and other solutions. Updated: June 2026.
900,644 professionals have used our research since 2012.