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Alation Data Catalog vs Ataccama ONE Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 16, 2025

Review summaries and opinions

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

ROI

Sentiment score
5.7
Alation Data Catalog boosts efficiency by reducing search time, cutting costs, and enhancing user independence in data management.
Sentiment score
6.1
Ataccama ONE reduced costs by enhancing data quality, speeding tasks, and minimizing teams, though not all users saw returns.
We have seen a return on investment, having saved close to 10.5% of our costs, with expected ROI growing yearly by about 17%.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Instead of going into Google or consulting a colleague, I can just go to Alation Data Catalog, search there, and understand everything by myself.
Data Engineer at Yum! Brands
Legally, financially, and reputationally, addressing these data quality issues was crucial, and implementing Ataccama was a major step for them.
Senior Architect at SourcEdge
Money got saved and time got saved because previously, data quality was addressed through SQL and Python.
Data Governance Analyst at Entain India
 

Customer Service

Sentiment score
5.6
Alation's support is generally positive, with fast ticket processing but some issues with time zones and complex problem-solving.
Sentiment score
7.1
Ataccama ONE Platform's customer service is praised for effectiveness, but concerns include prolonged issue resolution and cost-related chat support suggestions.
Some of them have dragged on for six months, which is much longer than we would ever want some support issues to go on.
Senior Data Engineer & Data Platform Engineer at a financial services firm with 1,001-5,000 employees
we have defined several SLAs that have resolved critical issues and incidents with excellent support.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
we have been able to contact them, and they have been able to help us whenever we have had issues
Senior Data Analyst at a government with 1,001-5,000 employees
MetLife worked with senior developers who made a positive impact on our experience.
Senior Architect at SourcEdge
We can raise a ticket using Jira, and they address it as soon as possible based on priority.
Data Governance Analyst at Entain India
If it is a small issue, they tend to respond very quickly and they try to answer the question.
Data Engineer lV at a consultancy with 11-50 employees
 

Scalability Issues

Sentiment score
6.8
Alation Data Catalog excels in scalability for expanding user bases and data size, with some API limitations on free versions.
Sentiment score
5.3
Ataccama ONE is scalable, praised for data flexibility, but may face performance issues with large datasets in cloud environments.
As data sizes grow, we can also scale categorizations, calibrations, and the types of data we ingest and catalog through this tool.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Alation Data Catalog's scalability is really good since everything is cloud and everything gets pulled into the system via Snowflake and DBT automatically.
Senior Data Analyst at a government with 1,001-5,000 employees
Alation Data Catalog's scalability has met our needs as our data and user base has grown.
Senior Data Engineer & Data Platform Engineer at a financial services firm with 1,001-5,000 employees
As the volume increases, the performance of Ataccama ONE Platform decreases.
data engineer at a tech vendor with 10,001+ employees
Ataccama ONE Platform's scalability is high, supporting large volumes of data and complex logic with flexible deployment options.
Data Governance Analyst at Entain India
There was a concern with the architectural team about how much processing Ataccama ONE would need as usage scaled up.
Senior Architect at SourcEdge
 

Stability Issues

Sentiment score
7.5
Alation Data Catalog is praised for stability, reliable performance, excellent maintenance, with minor on-premises outages and DBT load concerns.
Sentiment score
7.4
Ataccama ONE is stable and reliable, with minor issues mostly during upgrades; users rate it 70-80% stable.
It has never gone down when we wanted to access it.
Senior Data Engineer & Data Platform Engineer at a financial services firm with 1,001-5,000 employees
Alation Data Catalog has been stable for me, as I haven't seen much downtime.
Senior ORM Analyst Assistant Vice President at a financial services firm with 1,001-5,000 employees
From my experience, Alation Data Catalog is stable.
Senior Data Analyst at a government with 1,001-5,000 employees
The updates were worth implementing, with no significant problems observed.
Senior Architect at SourcEdge
We are still developing the application, so there have not been many crashes or instabilities.
Data Engineer lV at a consultancy with 11-50 employees
Ataccama ONE Platform is stable.
master data analyst operation at a manufacturing company with 5,001-10,000 employees
 

Room For Improvement

Alation Data Catalog needs improved lineage, user interface, automation, security, and integration with Power BI and external APIs.
Ataccama ONE Platform faces performance, integration, documentation, and usability challenges needing improvements for better data handling and governance.
The platform needs improvement in integrating with BI tools, reducing manual efforts, and facilitating a smooth connection.
Senior Data Governance at a university with 51-200 employees
Additionally, bringing in AI capabilities to automate tracking and labeling can optimize how we handle data information levels.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Alation Data Catalog can be improved by enhancing their lineage capabilities to make it easier for us as users to search the lineage without having to use the Alation Data Catalog user interface.
Senior Data and Analytics Consultant at a manufacturing company with 10,001+ employees
The documentation part can be improved because documentation is key for any organization or tool.
Data Governance Analyst at Entain India
It would be beneficial if these interactions could be more plug-and-play and less code-intensive, making them more efficient and easier to set up.
Senior Architect at SourcEdge
After every change and every match and merge rule you apply, you need to reprocess the entire record, which has to again go through the match and merge rules.
data engineer at a tech vendor with 10,001+ employees
 

Setup Cost

Alation Data Catalog pricing is high, but discounts and long-term agreements offer better value compared to competitors.
Ataccama ONE Platform pricing is reasonable, with additional fees for features, impacting organizations with specific data security needs.
Collibra is a little bit expensive than Alation, but I presented the benefits of having that platform, so that little bit of money was not a big deal.
Senior Data Governance at a university with 51-200 employees
Discussions with the vendor partners provided a detailed breakdown of costs and how they can be reduced over time.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
What made the costing a problem with Ataccama ONE Platform is related to licensing, as it is every one year.
data engineer at a tech vendor with 10,001+ employees
The only concern I had was that some features like address validation cost a little extra with the basic plan.
Data Governance Analyst at Entain India
I have heard that the licensing and setup costs are quite high, especially if we try to connect for a support call.
Data Analyst, Quality Assurance Specialist at a tech vendor with 10,001+ employees
 

Valuable Features

Alation Data Catalog boosts productivity with intuitive features, seamless data management, and enhances collaboration through advanced governance and cloud integration.
Ataccama ONE Platform excels in user-friendly data management, offering automation, scalability, and AI features for enhanced governance.
It was the only data catalog tool where I could save and even create SQL queries.
Senior Data Governance at a university with 51-200 employees
Importantly, we establish a single source of truth, centralizing metadata and standardizing definitions, which minimizes confusion and helps with consistent data use across the organization.
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
My stakeholders can find relevant data assets quickly using a Google search without needing technical jargon, reducing the time spent searching for data.
Data Engineer at Yum! Brands
We were able to interface bidirectionally with Collibra for data governance, catching data quality issues before propagating through the system.
Senior Architect at SourcEdge
It is very good in scalability.
Data Engineer lV at a consultancy with 11-50 employees
Ataccama ONE Platform has positively impacted our organization because before its implementation, completing tasks such as more than 100 or thousands of rules took more than a week. Now, we complete those tasks in less than two or three days due to the automation and one-time task capability.
Data Analyst, Quality Assurance Specialist at a tech vendor with 10,001+ employees
 

Categories and Ranking

Alation Data Catalog
Ranking in Data Governance
5th
Average Rating
8.0
Reviews Sentiment
5.8
Number of Reviews
19
Ranking in other categories
Metadata Management (3rd)
Ataccama ONE Platform
Ranking in Data Governance
15th
Average Rating
7.8
Reviews Sentiment
6.7
Number of Reviews
15
Ranking in other categories
Data Quality (4th), Data Scrubbing Software (5th), Master Data Management (MDM) Software (6th), AI Observability (16th)
 

Mindshare comparison

As of December 2025, in the Data Governance category, the mindshare of Alation Data Catalog is 4.3%, down from 6.8% compared to the previous year. The mindshare of Ataccama ONE Platform is 2.5%, down from 2.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Market Share Distribution
ProductMarket Share (%)
Alation Data Catalog4.3%
Ataccama ONE Platform2.5%
Other93.2%
Data Governance
 

Featured Reviews

reviewer2776527 - PeerSpot reviewer
Senior Data and Analytics Consultant at a manufacturing company with 10,001+ employees
Increases data discoverability and boosts self-service analytics through enriched metadata and intuitive search
The best features that Alation Data Catalog offers are its search capabilities and the fact that it works with many different data platforms; it is essentially platform agnostic. The other piece that I really think is important is how easy it is to use as well as to manage. What makes the search capabilities of Alation Data Catalog stand out for me is the fact that every item within the catalog is indexed and searchable, as well as the filtering features that allow you to narrow down to just the types of assets that you need. Wildcard searches are also very helpful. It is a very intuitive tool, as long as you are using the filters. Alation Data Catalog has positively impacted my organization by allowing users to answer questions that they had without trying to track down an expert. This has saved them quite a bit of time and frustration. It has allowed them to solve problems they probably would not have been able to solve had they not had the catalog. We have been measuring the curation of content within the catalog that has gone up over time, and we have also seen the number of users in the catalog increase, as well as the amount of activity within the catalog increase. We were seeing about an average of about 20% increase month over month for the last few months.
Akhil Danturti - PeerSpot reviewer
Data Governance Analyst at Entain India
Streamlines reusable data quality rules and has highlighted the need for richer logic and documentation
I worked in Ataccama ONE Platform from version 5 and now we have version 15, which has improved a lot. However, there is still considerable scope for improvement because Ataccama ONE Platform was not that great around 2020 when I started working with it. There can still be more features including writing any logic, improving more keywords for logic building, and enhancing address validation, based on my understanding. User experience is actually good; I do not have any complaints or feedback on that. However, the documentation part can be improved because documentation is key for any organization or tool. If anything is needed for understanding, you have to rely on documentation. Ataccama's documentation has potential for improvement.
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Computer Software Company
11%
Manufacturing Company
8%
Government
8%
Financial Services Firm
12%
Manufacturing Company
12%
Computer Software Company
10%
Energy/Utilities Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise2
Large Enterprise15
By reviewers
Company SizeCount
Small Business4
Large Enterprise11
 

Questions from the Community

What do you like most about Alation Data Catalog?
The platform's most valuable features are workflow automation, automated business metadata tagging, technical metadata tagging, and data integration with data quality tools or platforms.
What is your experience regarding pricing and costs for Alation Data Catalog?
I haven't had any experience with pricing, setup costs, or licensing, as I have been strictly an end user and haven't had any administrative or management responsibilities.
What needs improvement with Alation Data Catalog?
Some of the downsides about the lineage is that some of the code is quite difficult to read as the formatting is a bit ugly sometimes. Alation Data Catalog can be improved with the lineage formatti...
What needs improvement with Ataccama ONE Platform?
I worked in Ataccama ONE Platform from version 5 and now we have version 15, which has improved a lot. However, there is still considerable scope for improvement because Ataccama ONE Platform was n...
What is your primary use case for Ataccama ONE Platform?
My main use case for Ataccama ONE Platform is to develop data quality rules, apply them in the monitoring project, and then triage the issues with the data quality rules. For example, we had a proj...
What advice do you have for others considering Ataccama ONE Platform?
Ataccama ONE Platform was on-premise before but has moved to a hybrid cloud now. Ataccama ONE Platform integrates with other tools or systems in my organization. Ataccama ONE Platform connects with...
 

Also Known As

Alation
Ataccama DQ Analyzer
 

Overview

 

Sample Customers

Salesforce, Snowflake, Citrix, eBay, TripAdvisor, Albertsons, Nasdaq, Pfizer, LinkedIn, Finnair.
Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library
Find out what your peers are saying about Alation Data Catalog vs. Ataccama ONE Platform and other solutions. Updated: December 2025.
879,310 professionals have used our research since 2012.