IBM InfoSphere Optim Test Data Management (TDM) vs Tricentis Tosca comparison

Why PeerSpot?

IBM and Tricentis are both solutions in the Regression Testing Tools category. Additionally, 88% of IBM users are willing to recommend the solution, compared to 96% of Tricentis users who would recommend it.

IBM InfoSphere Optim Test D...

Read 15 IBM InfoSphere Optim Test Data Management (TDM) reviews

1,518 Views
1,397 Comparison Views

88% willing to recommend

Tricentis Tosca

Read 114 Tricentis Tosca reviews

23,309 Views
9,324 Comparison Views

96% willing to recommend

IBM InfoSphere Optim Test D...

Tricentis Tosca

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Executive Summary

We performed a comparison between IBM InfoSphere Optim Test Data Management (TDM) and Tricentis Tosca based on real PeerSpot user reviews.

Find out what your peers are saying about Tricentis, OpenText, Katalon Studio and others in Regression Testing Tools.

To learn more, read our detailed Regression Testing Tools Report (Updated: September 2026).

Buyer's Guide

Regression Testing Tools

September 2026

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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...

Average Rating

8.0

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Test Data Management (6th)

Tricentis Tosca

Average Rating

8.2

Reviews Sentiment

6.6

Number of Reviews

114

Ranking in other categories

Service Virtualization (1st), Functional Testing Tools (1st), Mobile App Testing Tools (1st), Regression Testing Tools (1st), API Testing Tools (2nd), Test Automation Tools (1st)

Featured Reviews

Ajai Lal

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.

Read full review

AKSHAYRATHI

Senior engineer at Nagarro

End-to-end regression automation has accelerated delivery and now secures complex test data

I think Tosca can be improved, particularly in AI capabilities because right now Tosca does not have any strong API capabilities. It has some AI features in the newer version, but many organizations have not adopted these due to version-specific problems, as some are still using older versions. From an AI point of view, they can enhance reliability since the world is moving towards AI, and every tool must be integrated. While Tosca has made attempts, I have not used them and they are not widely adopted, so they are stuck in the testing phase in my organization. I would also mention that while I am currently using Tosca Mobile, the loading part and connectivity issues need improvement. They should better integrate AI features that are already present but not widely used across many organizations. Reliability on the AI aspect needs enhancement for practical application. From the perspective of governance and security, I believe Tosca can develop its own LLM or leverage third-party LLMs while maintaining security and risk management regarding client data. Many companies prefer using Tosca due to data security, which is crucial. An in-house LLM could significantly enhance its debugging power and provide helpful solutions upon test case failure.

Read full review

Quotes from Members

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

Pros

"Optim is a great tool for enterprise data movement, data masking, data sub-setting, data comparison, and data aging."

"Customer service is good."

"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."

"Data masking features are the most valuable, as non-production environments are used by diverse parties and data privacy has to be guaranteed."

"The solution can be used on both legacy and non-legacy systems."

"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."

"Reduces the need to keep expanding data storage Faster query performance with shorter batch execution times Consistent data masking and data integrity in non-production environments Efficient test data management"

"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."

More IBM InfoSphere Optim Test Data Management (TDM) pros

"The most valuable feature of Tricentis Tosca is it is a completely scriptless automation tool, which I liked a lot. They keep on continuously improving their tools, wherever we are facing any challenges they are able to provide a solution for it. It is easy to learn, everyone can easily read and understand what is happening with the scripts. Any business user or function tester can use the tool efficiently. This is a complete solution package."

"We switched to Tosca because it's a no-code solution, so people without coding skills can also use it, and if you have an in-depth understanding of the Tosca framework, you can easily automate any complex application."

"The product enables codeless automation."

"The most valuable features of Tricentis Tosca are the Salesforce scanning. There are two scanning for Salesforce applications. There is Salesforce scanning and normal application scanning. Object identification has been really useful in Tricentis Tosca."

"It's been very helpful to have connectivity with mobile. The tool also identifies some of the actual changes from the recordings on the actual testing suite. That is something that I really like."

"The advantage of using Tricentis Tosca is that we can get started with automation without much investment on solution development, with it following a keyword-driven approach."

"Tricentis Tosca is different and better, because it has a reusable model, whereas the others do not."

"It has helped teams within our organization become more aware of the testing requirements in terms of risk and priority."

More Tricentis Tosca pros

Cons

"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."

"TDM's efficiency in terms of generating reports needs improvement. It could work faster."

"The tool needs to have more test data management features like synthetic data generation and data reservation."

"Data masking with InfoSphere Optim products creates intermediary extract files and writing the data to persistent storage, which means that extraction, masking, and insertion happen being separate processes, taking more for the process to run."

"Improvisation in the area of the self-service user interface for test data management is required to cater to test data needs."

"Installation is too cumbersome."

"The tool does not support new test data generation."

"Pricing and licensing is higher compared to other products."

More IBM InfoSphere Optim Test Data Management (TDM) cons

"We faced some hardships in implementing the solution because of integration."

"They should have a different license policy for medium and small companies."

"Tricentis Tosca is an expensive solution and there is an annual license required. The whole licensing process is confusing and it could be made easier."

"Product quality has declined as it grows, and its updates aren't without fault. The process of resolving problems has slowed, and as it expands into other areas like NeoLoad and other testing tools, the product becomes more complicated. It used to be a small firm with a clear goal, but as it grows, the quality has been affected."

"Most of us have had the complaint that loop statements are missing, without which testing in reality was difficult, as many times test scenarios needed to be run in iteration and version 8.4 has included this feature."

"ScratchBook execution needs to be improved as Tosca crashes multiple times."

"Licensing needs to be packaged and not too granular at the component level."

"First, Tricentis could improve Tosca's Linux scripting. We can automate Linux scripting, but there are a few commands that Tosca doesn't support. DVS support and the object identification mechanism could also be better."

More Tricentis Tosca cons

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."

"It is an expensive tool compared to other test automation tools. It has a lot of advantages over other tools."

"Pricing could be better."

"I am satisfied with the cost."

"The tool's pricing is lower than that of other automation tools."

"In terms of the licensing costs for Tricentis Tosca, we are spending more or less $70,000 per year. We have a very complex mechanism because there are some business users and some BI users, so the licensing structure is not simple, but support is included."

"Licensing fees are paid on a yearly basis."

"My understanding is that it's an expensive product, although I don't know the specifics with regards to pricing."

"It is expensive."

More Tricentis Tosca pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

18%

Computer Software Company

13%

Construction Company

10%

Comms Service Provider

Manufacturing Company

12%

Financial Services Firm

10%

Computer Software Company

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	1
Midsize Enterprise	1
Large Enterprise	14

By reviewers
Company Size	Count
Small Business	23
Midsize Enterprise	24
Large Enterprise	75

Questions from the Community

What is your primary use case for IBM InfoSphere Optim Test Data Management (TDM)?

The solution is used mainly for data masking.

See all answers

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...

See all answers

How does Micro Focus UFT One compare to Tricentis Tosca?

We reviewed MicroFocus UFT One but ultimately chose to use Tricentis Tosca because we needed API testing. MicroFocus UFT is a performance and functional testing tool. We tested it, and it was well...

See all answers

How does Tricentis Tosca compare with Worksoft Certify?

Tosca fulfills our business needs better because it is an end-to-end solution across technologies. We like that it is scriptless, so even non-experienced staff can use it. To put it simply, with To...

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What is your experience regarding pricing and costs for Tricentis Tosca?

The pricing for Tricentis Tosca is extremely high, and I rate it as ten in terms of expense. It is really pricey in the market, making it more suitable for large enterprises rather than small or me...

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Comparisons

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Perforce Delphix vs IBM InfoSphere Optim Test Data Management (TDM)

Compared 15% of the time

BMC AMI DevX vs IBM InfoSphere Optim Test Data Management (TDM)

Compared 15% of the time

DATPROF vs IBM InfoSphere Optim Test Data Management (TDM)

Compared 5% of the time

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Compared 15% of the time

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Compared 6% of the time

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Compared 3% of the time

Worksoft Certify vs Tricentis Tosca

Compared 3% of the time

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Product Reports

Buyer's Guide

Test Data Management

September 2026

IBM InfoSphere Optim Test Data Management (TDM) report

Download IBM InfoSphere Optim Test Data Management (TDM) product report

Buyer's Guide

Tricentis Tosca

August 2026

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Also Known As

IBM Optim Test Data Management, Optim Test Data Management, IBM InfoSphere Optim Test Data Management

Orchestrated Service Virtualization

Overview

IBM InfoSphere Optim Test Data Management focuses on data masking, test data management, and GDPR compliance, offering benefits like performance and storage optimization through data archiving.

IBM InfoSphere Optim Test Data Management is essential in managing data across non-production environments. It supports data extraction, sub-setting, and load processes, facilitating PII and PHI data protection. Organizations benefit from its flexibility, masking consistency, and cross-database applicability. Despite the need for enhanced data masking options and a more modern interface, IBM InfoSphere Optim Test Data Management provides robust capabilities for handling data through its life cycle, working with popular databases like Oracle, MS SQL Server, and DB2 without direct DB2i connectivity. Efficiency in data validation and transformation is acknowledged though improvements in test data generation and licensing terms are sought.

What key features does IBM InfoSphere Optim Test Data Management offer?

Data Masking: Ensures GDPR compliance with comprehensive masking techniques.
Test Data Management: Streamlines extraction, sub-setting, and loading of test data.
Data Archiving: Improves performance and storage efficiency for better system management.
PII and PHI Protection: Safeguards sensitive information in non-production environments.
Cross-Database Applicability: Supports data management across multiple database systems.

What benefits and ROI should organizations consider?

Enhanced Security: Offers powerful protection for sensitive data, mitigating potential breaches.
Flexibility: Adapts to diverse data environments and organizational requirements effectively.
Performance Optimization: Provides significant improvements in data processing and storage management.
User-Friendly Design: Ensures ease of use across different systems and applications.

IBM InfoSphere Optim Test Data Management is utilized in industries like financial, healthcare, and automotive for data archiving, masking, and test data management. It facilitates production-like data management, addressing data validation and transformation needs throughout the data life cycle, utilizing platforms such as Oracle, MS SQL Server, and DB2.

IBM

Tricentis Tosca offers model-based testing that supports both technical and non-technical users through a user-friendly interface, enabling scriptless automation and seamless integration with UI and non-UI applications.

Tosca's modular approach enhances test maintenance and reuse while delivering comprehensive automation for diverse testing environments. Backed by risk-based testing and automated data management, it supports end-to-end testing across API, SAP, and desktop applications. Tosca's integration capabilities extend to environments like Salesforce, PHP webshops, and mobile apps, effectively enhancing Agile team workflows. Despite its strengths, room remains for improved reporting, object recognition, and more efficient upgrade processes. Enhancing documentation and mobile testing support could further elevate its functionality for many.

What key features does Tricentis Tosca offer?

User-friendly interface: Simplifies interactions for non-technical users.
Model-based testing: Facilitates the easy creation of automated test cases.
Scriptless automation: Enables quick test development without coding.
Integration capabilities: Supports connections with multiple platforms like SAP and Salesforce.
Modular approach: Enhances the reuse and maintenance of test components.

What benefits to expect from Tricentis Tosca?

Efficiency: Streamlines the testing process for faster release cycles.
Versatility: Suitable for diverse application environments including web and desktop.
Productivity: Boosts Agile team integration for comprehensive testing.
Risk-based testing: Prioritizes testing efforts based on potential impact.

In retail, Tricentis Tosca automates inventory and transaction testing, ensuring efficient system updates. Financial services employ it for regulatory compliance through automated test scenarios in mainframe and PDF environments. Telecommunication companies utilize Tosca for API testing, aligning services across network platforms seamlessly.

Tricentis

Sample Customers

Dignity Health

HBO, AMEX, BMW Group, ING, Bosch, Austrian Airlines, Deutsche Bank, Henkel, Allianz, Bank of America, UBS, Orange, Siemens, Swiss Re, Vodafone

Buyer's Guide

Regression Testing Tools

September 2026

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