Ataccama DQ Analyzer vs Talend Data Quality vs ibi Data Quality comparison

Ataccama and Information Builders are both solutions in the Data Scrubbing Software category. Ataccama is ranked #7, while Information Builders is ranked #4 with an average rating of 9.0. Ataccama holds a 4.5% mindshare in DSS, compared to Information Builders’s 1.0% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of Information Builders users who would recommend it.

Ataccama DQ Analyzer

Read 4 Ataccama DQ Analyzer reviews

537 Views
392 Comparison Views

100% willing to recommend

ibi Data Quality

Read 2 ibi Data Quality reviews

151 Views
122 Comparison Views

100% willing to recommend

Talend Data Quality

Read 20 Talend Data Quality reviews

1,330 Views
572 Comparison Views

89% willing to recommend

Ataccama DQ Analyzer

ibi Data Quality

Talend Data Quality

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Executive Summary

We performed a comparison between Ataccama DQ Analyzer, ibi Data Quality, and Talend Data Quality based on real PeerSpot user reviews.

Find out what your peers are saying about Experian, Talend, Melissa and others in Data Scrubbing Software.

To learn more, read our detailed Data Scrubbing Software Report (Updated: July 2025).

Buyer's Guide

Data Scrubbing Software

July 2025

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Helped 861,803 peers since 2012

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 July 2025, in the Data Scrubbing Software category, the mindshare of Ataccama DQ Analyzer is 4.5%, down from 8.4% compared to the previous year. The mindshare of ibi Data Quality is 1.0%, down from 1.9% compared to the previous year. The mindshare of Talend Data Quality is 6.6%, down from 9.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Scrubbing Software

Featured Reviews

Chuha Adequatov

Head of Regulatory Reference Data Management Division at Altynalmas JSC

Is easy to deploy and is free, but marketing strategies need improvement

We use Ataccama DQ Analyzer to analyze data migration from one source to another. We use it to clean up the data I like that there is no need to buy a license. You can just download it and use it free. It is also easy to deploy. They could focus more on marketing the product. The current…

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Vishnu Polagani

Solutions Architect at GreenZone Solutions Inc

Offers numerous prebuilt data quality plans that can be reused for various data cleansing tasks

We had many duplicates originating from different source systems. We were able to match and deduplicate a significant amount of data. Additionally, we could synchronize and write back the latest information to the systems that were out of sync, ensuring they had the most recent data. As a result, we could write back and update the source systems.

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WesamHabboub

Chief Consultant at Insight360

Stands out for its user-friendly interface, robust community support, competitive pricing and strategic approach to improving data accuracy

Its greatest asset lies in its user-friendly interface, specifically within the Talend Open Studio, known for its ease of use and familiarity among users. The robust community support proves invaluable when encountering challenges, providing a reliable resource for issue resolution. Moreover, the pricing structure stands out as highly competitive compared to other offerings in the market, making it a cost-effective choice for users. The most valuable feature lies in the capability to assign data quality issues to different stakeholders, facilitating the tracking and resolution of defective work. This functionality enables a streamlined process for identifying, assigning, and subsequently addressing data quality issues.

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Quotes from Members

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

Pros

"It is also easy to deploy."

"The data profile itself is excellent. You can understand the quality of the data in layman's terms."

"Ibi Data Quality offers numerous prebuilt data quality plans that can be reused for various data cleansing tasks. Additionally, it provides a variety of prebuilt match and merge rules for performing master data management,"

"Works quickly to develop and deploy to production."

"The numerous components provided by Talend mean you’re able to create jobs quickly and efficiently."

"This product speeds up the unit testing and QA for specific test scenarios. As a result, the development output quality can be evaluated and adjusted."

"With its frequency function, we were able to pick a line of business to be addressed first in one of our conversion projects."

"The solution enables robust data matching, merging, survivorship, and Data Stewardship that can be a part of data quality workflows or true master data management."

"It lowers the amount of time in development from weeks to a day."

"I really like the fact that there are no out-of-the-box solutions regarding the development of jobs. Other vendors may have modules which cleanse your addresses. In Talend, you have the freedom to completely develop the process yourself. This can be tricky, but it also makes it fun."

"I like idea of storing the results of Data Quality jobs in a DB and having the ability to run reports in the DB to show a dashboard of quality metrics."

"The most valuable feature lies in the capability to assign data quality issues to different stakeholders, facilitating the tracking and resolution of defective work."

More Talend Data Quality pros

Cons

"Although DQA can fetch data from most of the commonly used data sources, it has limited modifiers to get data, meaning that the number of technologies from which the data can be acquired is limited. For example, DQA does not support fetching data from Twitter or Facebook. Many competitors have this feature."

"They could focus more on marketing the product. The current marketing strategy is not working."

"Their data governance portal can be improved. It lacks data governance-related features. Also, PII and anomaly detection could be valuable use cases for ibi. Adding these features would be a great enhancement."

"Special integration support could be improved."

"There are more functions in a non-streamlined manner, which could be refined to arrive at a better off-the-shelf functions."

"Needs integrated data governance in terms of dictionaries, glossaries, data lineage, and impact analysis. It also needs operationalization of meta-data."

"When we upgraded to Version 6.4.1, we tried using a GIT repository instead of a SVN repository. After a few incidents where things disappeared and changes were not saved, we decided to go back to a SVN repository."

"The ability to change the code when debugging the JavaScript could be improved."

"SQL for displaying underlying data in non-match results does not work."

"It would be more helpful if it offered dynamic dashboards that could be directly used by clients for better analysis."

"The performance is one area that Talend Data Quality could improve in because large volumes take a lot of time."

"Heap space issues plague us consistently. We maxed it out and it runs fine, then it doesn’t, then it does."

More Talend Data Quality cons

Pricing and Cost Advice

"There is no need to buy a license. You can just download it and use it for free."

Information not available

"Moreover, the pricing structure stands out as highly competitive compared to other offerings in the market, making it a cost-effective choice for users."

"It's a subscription-based platform, we renew it every year."

"We did not purchase a separate license for DQ. It is part of our data platform suite, and I believe it is well-priced."

"I would advise to first take a look and at the Open Studio edition. Figure out what you need and purchase the appropriate license."

"It is cheaper than Informatica. Talend Data Quality costs somewhere between $10,000 to $12,000 per year for a seat license. It would cost around $20,000 per year for a concurrent license. It is the same for the whole big data solution, which comes with Talend DI, Talend DQ, and TDM."

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Top Industries

By visitors reading reviews

Financial Services Firm

18%

Educational Organization

10%

Energy/Utilities Company

Insurance Company

No data available

Financial Services Firm

14%

Computer Software Company

13%

Manufacturing Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

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What is your experience regarding pricing and costs for iWay Omni-Gen Data Quality?

There is an upgrade to the existing version, where a different license could be used, but we have a perpetual license...

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What needs improvement with iWay Omni-Gen Data Quality?

Their data governance portal can be improved. It lacks data governance-related features. Also, PII and anomaly detect...

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What advice do you have for others considering iWay Omni-Gen Data Quality?

For the on-prem solution, we installed a package on the web server. This package included web-based tools and develop...

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What do you like most about Talend Data Quality?

The most valuable feature lies in the capability to assign data quality issues to different stakeholders, facilitatin...

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What is your experience regarding pricing and costs for Talend Data Quality?

There are many data quality tools available, but some can be expensive. Talend Data Quality stands out because it is ...

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What needs improvement with Talend Data Quality?

Talend suite might have a missing product, particularly in the commercial master aspect. This would contribute to com...

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Comparisons

Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama DQ Analyzer

Compared 25% of the time

Alteryx vs Ataccama DQ Analyzer

Compared 21% of the time

More Ataccama DQ Analyzer Competitors

No data available

Informatica Intelligent Data Management Cloud (IDMC) vs Talend Data Quality

Compared 26% of the time

Ataccama ONE Platform vs Talend Data Quality

Compared 21% of the time

Precisely Trillium vs Talend Data Quality

Compared 17% of the time

More Talend Data Quality Competitors

Product Reports

Buyer's Guide

Data Scrubbing Software

July 2025

Download Ataccama DQ Analyzer product report

Buyer's Guide

Data Quality

June 2025

Download ibi Data Quality product report

Buyer's Guide

Talend Data Quality

June 2025

Download Talend Data Quality product report

Also Known As

DQ Analyzer

iWay Software Data Quality, iWay Omni-Gen Data Quality Edition, Omni-Gen Data Quality

No data available

Overview

DQ Analyzer (DQA) combines advanced data profiling and analysis capabilities with a point-and-click interface that is simple enough for business managers to use without extensive training.

Ataccama

With AI-assisted workflows, and a knowledge hub of reusable components for profiling, validating, and fixing enterprise data elements, ibi Data Quality software engages both business and technical users. It improves the quality of data anywhere it enters your landscape, via online apps, data streams, message queues, and batch interfaces. Use the ibi Data Quality solution as a standalone product, or take advantage of its web APIs to improve the effectiveness of your downstream integration, migration, BI, analytics, AI/ML, and MDM efforts.

Information Builders

The data quality tools in Talend Open Studio for Data Quality enable you to quickly take the first big step towards better data quality for your organization: getting a clear picture of your current data quality. Without having to write any code, you can perform data quality analysis tasks ranging from simple statistical profiling, to analysis of text fields and numeric fields, to validation against standard patterns (email address syntax, credit card number formats) or custom patterns of your own creation.

Talend

Sample Customers

University of Arizona

ICA Fluor, Estonia Police Department, Kansas City Police Department

Aliaxis, Electrocomponents, M¾NCHENER VEREIN, The Sunset Group

Buyer's Guide

Data Scrubbing Software

July 2025

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