No more typing reviews! Try our Samantha, our new voice AI agent.

Experian Data Quality vs IBM InfoSphere QualityStage vs Informatica Intelligent Data Management Cloud (IDMC) comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

Mindshare comparison

As of April 2026, in the Data Quality category, the mindshare of Experian Data Quality is 3.8%, up from 1.8% compared to the previous year. The mindshare of IBM InfoSphere QualityStage is 3.1%, up from 0.6% compared to the previous year. The mindshare of Informatica Intelligent Data Management Cloud (IDMC) is 9.3%, down from 19.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Quality Mindshare Distribution
ProductMindshare (%)
Informatica Intelligent Data Management Cloud (IDMC)9.3%
Experian Data Quality3.8%
IBM InfoSphere QualityStage3.1%
Other83.8%
Data Quality
 

Featured Reviews

it_user187320 - PeerSpot reviewer
BI Developer at a manufacturing company with 1,001-5,000 employees
Fast in taking unstructured data, processing it and spitting out all the different data types. The team moved to SSIS/SSRS, I suspect it didn’t fit in with the goal of creating a data warehouse.
The manual calculations and formulae. They were a bit complex. The formulae were a bit abstract. Not easy to understand. Not intuitive. I sat beside an SSIS guru and he took one look at them and said “Good luck Geoff”. I coded them all and after I left, I got a call from a techy there asking me what they were all about! He hadn’t a clue how to unravel them, even with documentation. Also, they managed to accidentally delete them all. No idea how they did that. After a few panic-filled phone calls, they dropped the whole thing. It was a mess there. Glad I left.
it_user154311 - PeerSpot reviewer
BI Technical Arquitect with 1,001-5,000 employees
If you install everything on the same box, the installation process is easy.
Data Profiling and Data Cleansing features I work for a company which provides solutions to the customers using this software Predefined rules implementation depending on the industry 4 years The installation process will depend on the solution topology from the infrastructure point of view.…
Divya-Raj - PeerSpot reviewer
Sr. Consultant cum Assistant Manager & Offshore Lead at Deloitte
Handles large data volumes effectively and offers competitive pricing
There is a lot of improvement required, as we still face some cache issues most of the time, which is a challenge that we expect to see resolved in the future. Additionally, there is some limitation when we are working with a tool, especially regarding In and Out parameters, and I feel that this aspect should be improved going ahead. We face issues with the API side, as Cloud Application Integration cannot handle large volumes; according to the API page, there is a limitation of 500 records or 500 MB. The AI integrated into the Informatica Intelligent Cloud Services solution is called Application Integration, where we still face challenges when dealing with huge volumes, as previously explained.

Quotes from Members

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

Pros

"We were easily able to merge the two sets of data and find the inconsistencies between the two allowing us to complete this part of the project in speedy fashion."
"The customer service was very good."
"It is excellent for data profiling."
"The product allowed us to complete the project on time and within budget and is continuing to be used on subsequent Data Migration/Integration projects."
"Pandora provides a quick, efficient way to analyze, control and improve data using integrated technology."
"X88 gave a quick view of the quality of the data and a rapid way to fix issues before exporting for use."
"It has given us the ability to build information that wasn’t otherwise there, to build confidence in our applications, to troubleshoot data effectively and focus our efforts on genuine errors."
"This application has allowed my teams of developers to transfer data quickly and easily from SQL databases into Oracle databases."
"Best profiling tool available, scalability, automatic linking between data and business glossary, parallel framework, accurate probabilistic matching, scientific justification of matching"
"These days I would choose it by default as compared to any other product."
"Customer service is really good."
"The MDM solution is capable of integrating multiple systems, so it helped us to solve the purpose of centralizing the depository as well as the standardization of mass data."
"This product is the most agile way to use all of the data capabilities and data services that you need to exploit in your company."
"Axon does one interesting thing that I don't think other tools do as well. It lets you rate data and incorporates Informatica's data quality feature into it. There are little indications and graphics that show you how good the data quality is, and you can drill into it to see where potential issues lie."
"The solution is very scalable, and if a company needs to expand it, it should not face any issues doing so."
"New tools are coming out that will enable you to achieve 90 percent of use cases with the out-of-the-box configuration, but I would like to keep Informatica tight here. Otherwise, you need a Java user edit course and other things to do multiple things that you cannot configure out of the box. They have to go through those use cases to do something if those can also be configured rather than coded."
"Informatica Intelligent Cloud Services offers a wide variety of services, including Cloud Data Integration, which is akin to a replica of PowerCenter on the cloud. I particularly like the mass ingestion service."
"The flexibility to interact with many different sources and targets like Oracle, MySQL, Flat Files, Informix, and SAP through PowerExchange, applying different transformations that you can configure in an intuitive way, gives both business and IT teams the opportunity to track the data lineage and also to provide value to the data workflows you create, integrated to feed the MDM solution together with Data Quality processes."
"The process of using the tool's scalability option is well documented."
 

Cons

"The tool was very unstable and was constantly hogging the resources, even if was not operating at the moment."
"It is way, way over-priced in my opinion."
"The product appears to be horizontally scalable, but is not something I would use in a large scale automated architecture."
"End to End connectivity could do with some improvement which I believe they are working on at this time."
"The free data profiler doesn't contain enough dashboards to give the user a better feel of the program."
"The online training is very useful but needs expanding and updating – it has loads of potential."
"It’s good for experienced users and not for novices."
"It's difficult to get the overall knowledge if you are coming from java or similar engages."
"The documentation is not very straightforward and a little difficult to navigate."
"There is a longer deployment time, it is a complex cost model, and has a longer learning curve as it is meant for complex cleansing."
"The only thing that I can imagine that might be improved is how the available transactions verify addresses used. These transactions have a valid end date and must be used within the agreed timeframe."
"There's no direct way to connect to Amazon APIs from Informatica Cloud."
"I have received feedback from certain teams and there is a steep learning curve to use this solution."
"The regions in which the data resides are still limited. This could be an issue in terms of the data residency laws of some of the countries. They should get more regions."
"There is room for improvement in the support. The response time could be faster."
"Performance also needs to be significantly improved, especially when connecting to SFDC for read and write operations."
"Managing the licenses with the on-premises version was difficult."
"Informatica should simplify the rules for setting classifications and user access management permissions. It's too complex to define, configure, and make work."
 

Pricing and Cost Advice

Information not available
Information not available
"The pricing structure is good, but having to pay for extra drivers to be used in an ICS environment makes me a little nervous."
"We have licenses, and we are provided with certain particular services in the solution."
"Informatica is very expensive."
"I rate the product's pricing a seven on a scale of one to ten, where one is the lowest price and ten is the highest price."
"The price of Informatica Cloud Data Integration could be reduced."
"The price is comparable."
"The solution's pricing model is easy, but it is very expensive."
"The platform has a premium cost. I rate the pricing as seven out of ten."
report
Use our free recommendation engine to learn which Data Quality solutions are best for your needs.
892,383 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
12%
Manufacturing Company
11%
Retailer
10%
University
8%
No data available
Financial Services Firm
14%
Manufacturing Company
10%
Retailer
7%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise1
Large Enterprise6
No data available
By reviewers
Company SizeCount
Small Business51
Midsize Enterprise27
Large Enterprise153
 

Questions from the Community

Ask a question
Earn 20 points
Ask a question
Earn 20 points
How does Azure Data Factory compare with Informatica Cloud Data Integration?
Azure Data Factory is a solid product offering many transformation functions; It has pre-load and post-load transfor...
Which Informatica product would you choose - PowerCenter or Cloud Data Integration?
Complex transformations can easily be achieved using PowerCenter, which has all the features and tools to establish a...
What are the biggest benefits of using Informatica Cloud Data Integration?
When it comes to cloud data integration, this solution can provide you with multiple benefits, including: Overhead r...
 

Also Known As

QAS-Experian Data Quality, Experian Pandora, Intelligent Search Technology Data Quality
QualityStage
ActiveVOS, Active Endpoints, Address Verification, Persistent Data Masking
 

Overview

 

Sample Customers

Overstock.com, Cabela, Drugstore.com, Saks Fifth Avenue, Midmark, Umpqua Bank, Colorado Department of Labor & Employment, Fresno Pacific University, University of North Texas, ALDO
PRO BTP, Gachon University Gil Hospital, Sicoob, NICE Systems, Integra LifeSciences Corp.
The Travel Company, Carbonite
Find out what your peers are saying about Informatica, Qlik, SAP and others in Data Quality. Updated: March 2026.
892,383 professionals have used our research since 2012.