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Ataccama ONE Platform vs CloudCheckr 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:
 

ROI

Sentiment score
5.4
Ataccama ONE streamlined MetLife operations, reducing completion time and costs, but benefits varied based on operational focus.
Sentiment score
6.6
CloudCheckr CMx High Security users report significant ROI through reduced manual efforts, optimized spending, and automated invoicing.
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
It has reduced manual efforts that would otherwise be spent checking where spending is occurring and ensuring all teams use resources correctly.
Dev Ops Engineer at a construction company with 11-50 employees
I have seen a return on investment of 100%, with significant cost avoidance and measurable savings within the first few months of deployment.
Sr PreSales Cloud Architect at a outsourcing company with 10,001+ employees
I've seen a return on investment, as the savings are concrete, measurable, and they show up directly in the AWS bill.
Top Engineer at a tech vendor with 5,001-10,000 employees
 

Customer Service

Sentiment score
6.5
Ataccama ONE's customer service is highly responsive and effective, though some users desire more affordable and varied support options.
Sentiment score
6.2
CloudCheckr's customer service is praised for responsiveness, but some encounter delays requiring account rep involvement for resolution.
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
The additional support ended up taking longer than expected, with responses that did not meet our need for detailed and technical assistance.
Sr PreSales Cloud Architect at a outsourcing company with 10,001+ employees
Sometimes support needs to be reached, but they are very responsive and supportive.
Dev Ops Engineer at a construction company with 11-50 employees
The customer support for CloudCheckr is fantastic.
Director, Trust Operations Analytics at a tech vendor with 1,001-5,000 employees
 

Scalability Issues

Sentiment score
5.4
Ataccama ONE Platform is scalable for large datasets but needs optimization for cloud scalability and batch processing.
Sentiment score
8.1
CloudCheckr is praised for scalability and efficiency in managing diverse cloud environments despite concerns about handling large data volumes.
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
If tomorrow I were to contract AWS or Google Cloud Services, I could manage them from the same place.
IT Director at Instituto de Innovacion Empresarial
It scales well for MSPs and large enterprises, allowing for management of hundreds of accounts and tens of thousands of resources while retaining performance and visibility.
Sr PreSales Cloud Architect at a outsourcing company with 10,001+ employees
 

Stability Issues

Sentiment score
7.3
Ataccama ONE Platform is stable but faces occasional issues, especially during updates, with overall user satisfaction reported high.
Sentiment score
8.2
CloudCheckr is a stable, reliable cloud optimization tool with high ratings, though minor issues and slow queries are noted.
With Ataccama ONE Platform, it becomes very helpful, and I can directly integrate multiple sources on one platform to maintain data quality and check for it efficiently.
Software Engineer at a tech vendor with 10,001+ 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
CloudCheckr is stable and rock solid.
Top Engineer at a tech vendor with 5,001-10,000 employees
 

Room For Improvement

Users suggest improving large dataset handling, integration capabilities, search optimization, documentation, interface with tools, and user experience.
CloudCheckr requires improved integration, easier use, better reporting, clearer pricing, faster performance, and enhanced tool compatibility.
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
CloudCheckr is a powerful and feature-rich tool with abundant metrics.
Dev Ops Engineer at a construction company with 11-50 employees
Another area is drift analysis; there have been complaints about tracking optimization opportunities, such as how to track opportunities identified in January and whether they were resolved in February.
Sr PreSales Cloud Architect at a outsourcing company with 10,001+ employees
The data does not work in real time; rather, it takes between one and three days to show you the usage.
IT Director at Instituto de Innovacion Empresarial
 

Setup Cost

Ataccama ONE Platform's pricing is diverse, with setup costs potentially costly, while lacking a support contract might save money.
CloudCheckr offers competitive, tiered pricing aligned with Azure consumption, providing good value and requiring a CloudCheckr CMx license.
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
Overall, the pricing was quite convenient and represented good value for money.
Dev Ops Engineer at a construction company with 11-50 employees
Pricing is feature-tiered under the MSP licensing, and I would say the pricing was quite competitive and fair.
Sr PreSales Cloud Architect at a outsourcing company with 10,001+ employees
I won't pretend it's cheap, but we've saved multiples of what we pay for it, so the conversation with finance is straightforward.
Top Engineer at a tech vendor with 5,001-10,000 employees
 

Valuable Features

Ataccama ONE Platform enhances data quality and efficiency through automation, integration, and user-friendly tools across diverse environments.
CloudCheckr offers simplicity, cost visibility, actionable insights, multi-cloud integration, and security, leading to significant savings and efficiency.
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
The cost visibility and reporting are really valuable, and the dashboard is informative and enables good decision-making.
Dev Ops Engineer at a construction company with 11-50 employees
What makes CloudCheckr easy for me to use is its intuitive interface.
Director, Trust Operations Analytics at a tech vendor with 1,001-5,000 employees
The best features CloudCheckr offers include out-of-the-box security and compliance check features that provide over 35 different types of compliance checks at no cost, best practice checks, and alerts.
Sr PreSales Cloud Architect at a outsourcing company with 10,001+ employees
 

Categories and Ranking

Ataccama ONE Platform
Ranking in AI Observability
22nd
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
16
Ranking in other categories
Data Quality (3rd), Data Scrubbing Software (3rd), Master Data Management (MDM) Software (5th), Data Governance (14th)
CloudCheckr
Ranking in AI Observability
19th
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
13
Ranking in other categories
Cloud Management (9th), Cloud Cost Management (9th), Managed Cloud Services (5th)
 

Mindshare comparison

As of August 2026, in the AI Observability category, the mindshare of Ataccama ONE Platform is 0.5%. The mindshare of CloudCheckr is 0.6%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Observability Mindshare Distribution
ProductMindshare (%)
CloudCheckr0.6%
Ataccama ONE Platform0.5%
Other98.9%
AI Observability
 

Featured Reviews

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.
AbhishekGupta2 - PeerSpot reviewer
Sr PreSales Cloud Architect at a outsourcing company with 10,001+ employees
Centralized cloud costs have boosted savings while reporting and user experience still need work
The best features CloudCheckr offers include out-of-the-box security and compliance check features that provide over 35 different types of compliance checks at no cost, best practice checks, and alerts. Another valuable feature is the multi-cloud overview, providing unified reporting across AWS and Azure while allowing us to create different types of dashboards based on who logs into the platform. Additionally, from an MSP standpoint, there is good ease of deployment, especially the billing and chargeback functionality for a reseller or managed services provider. CloudCheckr has positively impacted my organization by helping us manage multiple customers and tens of thousands of resources while retaining performance and visibility due to its multi-cloud support. We do not have to worry about jumping from one platform to another, and the better MSP support is beneficial from a billing and chargeback automation standpoint. The integration in compliance helps identify missing areas within our customer environments and improves them. On average, it has helped us provide approximately 15 to 20% savings through right-sizing or idle resource elimination. These are some of the immediate cost savings our customers have experienced after implementing recommendations from the tool.
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909,725 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
11%
Manufacturing Company
11%
Outsourcing Company
7%
Computer Software Company
6%
Construction Company
15%
Outsourcing Company
12%
Manufacturing Company
12%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Large Enterprise12
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise10
 

Questions from the Community

What needs improvement with Ataccama ONE Platform?
For improvement, I feel there is a size issue. Whenever we create a monitoring project with a large amount of data, such as multiple catalogs, it starts failing. If that size issue can be fixed, At...
What is your primary use case for Ataccama ONE Platform?
My main use case for Ataccama ONE Platform is to create data quality rules and perform profiling of my data, majorly focused on data quality. A specific example of how I used Ataccama ONE Platform ...
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...
What is your experience regarding pricing and costs for CloudCheckr ?
My experience with pricing, setup cost, and licensing reflects that it uses custom pricing based on your cloud spend, which is pretty standard for this category. I won't pretend it's cheap, but we'...
What needs improvement with CloudCheckr ?
The interface could be improved because it is too dense and overloaded with too many charts and too much information on each screen. Latency is also something important to take into account. The da...
What is your primary use case for CloudCheckr ?
My main use case for CloudCheckr is checking the Azure cloud costs of my SaaS service. A specific example of how I use CloudCheckr to check those Azure cloud costs with my SaaS service is that my A...
 

Also Known As

Ataccama DQ Analyzer
CloudCheckr CMx High Security, CloudCheckr CMP
 

Overview

 

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library
Accenture, Logitech, Ingram, Cloudar, Infor, DXC, Cornell University, DLT, Lumen, Lightstream, Choice Hotels, B-Tech, SmileShark, PTP, Explicity, JCH Technology, Siemens Mobility
Find out what your peers are saying about Ataccama ONE Platform vs. CloudCheckr and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.