Ataccama ONE Platform vs Prometheus-AI Platform comparison

Ataccama and Prometheus Group are both solutions in the Data Scrubbing Software category. Ataccama is ranked #3 with an average rating of 8.0, while Prometheus Group is ranked #2 with an average rating of 8.5. Ataccama holds a 6.1% mindshare in DSS, compared to Prometheus Group’s 1.2% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 100% of Prometheus Group users who would recommend it.

Ataccama ONE Platform

Read 10 Ataccama ONE Platform reviews

2,557 Views
460 Comparison Views

100% willing to recommend

Prometheus-AI Platform

Read 34 Prometheus-AI Platform reviews

4,877 Views
49 Comparison Views

100% willing to recommend

Ataccama ONE Platform

Prometheus-AI Platform

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Executive SummaryUpdated on Sep 21, 2025

Ataccama ONE Platform and Prometheus-AI Platform are key competitors in the data management and AI sector, each with distinct strengths. Although Ataccama ONE is praised for its competitive pricing and excellent customer support, Prometheus-AI is highly regarded for its superior advanced features, making it a preferred choice for many seeking advanced functionalities.

Features: Ataccama ONE offers robust data quality management, intuitive data governance tools, and seamless integration with various data sources that enable automated data curation. Prometheus-AI boasts advanced machine learning capabilities, a comprehensive analytics platform with powerful predictive analytics, and real-time data processing, which excels in handling complex AI tasks.

Room for Improvement: Ataccama ONE could benefit from enhanced machine learning capabilities and more extensive analytics options, as well as improving its ability to handle more complex AI tasks. Prometheus-AI might improve by simplifying its deployment process, offering more user-friendly data governance tools, and lowering its initial cost to attract more users.

Ease of Deployment and Customer Service: Ataccama ONE provides a straightforward deployment process with comprehensive support, enhancing the user experience and facilitating quick implementation of solutions. In contrast, Prometheus-AI's deployment is more complex, but this is balanced by dedicated support in troubleshooting and onboarding to ensure optimal performance once set up.

Pricing and ROI: Ataccama ONE is praised for its competitive pricing and quicker ROI, given its lower setup costs and effective resource allocation. Prometheus-AI, although more expensive initially, promises significant long-term returns due to its extensive features and advanced functionalities, making it a worthwhile investment for businesses seeking substantial future benefits.

To learn more, read our detailed Ataccama ONE Platform vs. Prometheus-AI Platform Report (Updated: October 2025).

Buyer's Guide

Ataccama ONE Platform vs. Prometheus-AI Platform

October 2025

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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

Ataccama ONE Platform

Ranking in Data Scrubbing Software

3rd

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Data Quality (4th), Master Data Management (MDM) Software (4th), Data Governance (11th)

Prometheus-AI Platform

Ranking in Data Scrubbing Software

2nd

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

ERP (11th), Enterprise Asset Management (EAM) (2nd)

Mindshare comparison

As of October 2025, in the Data Scrubbing Software category, the mindshare of Ataccama ONE Platform is 6.1%, down from 7.5% compared to the previous year. The mindshare of Prometheus-AI Platform is 1.2%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Scrubbing Software Market Share Distribution
Product	Market Share (%)
Prometheus-AI Platform	1.2%
Ataccama ONE Platform	6.1%
Other	92.7%

Data Scrubbing Software

Featured Reviews

JohnZacharkan

Senior Architect at SourcEdge

Enhanced data quality with machine learning support in diverse environments

We used Ataccama ONE to read data from the mainframe for a data quality perspective. There's a significant lack in that area with tools being able to interface with mainframe. MetLife has a diverse environment, including DB2, Oracle, SQL Server, legacy, and vSAN files. Being able to work in these various environments and put them to a single data quality tool was very appealing. Additionally, Ataccama supported AI and machine learning, which was one of the features I liked. Furthermore, we were able to interface bidirectionally with Collibra for data governance, catching data quality issues before propagating through the system.

Read full review

MuhammadAzhar Khan

Senior DevOps Engineer at Alibaba Group

Free to use and provides valuable monitoring capabilities

Prometheus is a scalable and flexible tool that I can deploy on any cloud platform. It is free to use and provides valuable monitoring capabilities. It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus. The ability to deploy on any cloud platform or environment, including Kubernetes, is a major advantage.

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

"Customer service was excellent, and I would give it a ten out of ten."

"The desktop version of the solution was particularly valuable to me, primarily for creating components. We opted for the data quality aspect to assess the quality of our data warehouse. The functionalities available allowed us to not only check data quality but also serve as an ETL tool. This versatility enabled data transformation and storage in various formats, including files on platforms like SharePoint or local online directories. The flexibility of the tool catered to the specific needs of those building components, contributing to our desired outcomes."

"The drag-and-drop feature is incredibly flexible and straightforward."

"The product’s important feature is data profiling and quality check."

"The ease of use of the user console is valuable."

"It is also easy to deploy."

"The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance."

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

"I like its lightweight configuration functions."

"The most valuable feature is that we can receive information in different formats."

"It is highly valuable as it serves as the foundation for our infrastructure monitoring tools."

"The product's initial setup phase is very easy."

"Prometheus is an open-source product that helps mold and improve it per our requirements. It is a lightweight solution that gives you many different metrics you can use in your application. The product offers complete granularity of your infrastructure. It integrates seamlessly with other tools like Grafana, which offers dashboard visibility. Prometheus is an extensively used product. I haven't seen any organization that is not using it."

"It is a stable solution...Based on the feedback I have received from my colleagues in our company's IT department, the setup phase of the solution is relatively easy."

"The solution is useful to collect huge metrics."

"The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure."

More Prometheus-AI Platform pros

Cons

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

"Data movement is a pain."

"It is complicated to fetch 20-25 reports when we profile the data."

"I believe it would be beneficial if it could enhance its flexibility to connect with a wider range of downstream systems beyond just Excel and Postgres."

"There is a notable challenge in having to provide detailed filters before the site recognizes the search criteria."

"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."

"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."

"Speaking specifically about the version we use, version 12.3, I'm unsure if this has been addressed in subsequent versions. One improvement I'd like to see pertains to the language used in certain components, especially in data quality checks. The language complexity posed a challenge for beginners. Although we had on-site assistance from Ataccama, making it manageable for us, some individuals found it difficult to comprehend, necessitating additional support. The provision of a comprehensive guide for on-premise installation can also be enhanced. The lack of detailed information on the solution's workings and the overwhelming nature of notifications, with extensive content, were areas of concern. Streamlining the notification content in newer versions would significantly expedite issue resolution."

"The setup process could be more straightforward."

"A slight alteration to the user interface should be made to increase efficiency and streamline the process. Currently, we are utilizing Prometheus to gather and compile metrics and then utilizing Grafana to display them in the form of a graph. However, I believe that Prometheus has the capability to handle both of these tasks on its own, with perhaps the addition of a supplementary plugin. By doing so, the need for utilizing two separate applications will be eliminated."

"The solution's error handling part could be improved."

"The scalability must be improved."

"The alert functionality is kind of lackluster."

"Its stability could be even better."

"Prometheus has a learning curve when setting it up. It definitely requires a little bit more hands-on than other solutions. It is an open source solution which means you do need to go through and read the literature that they have online for setting it up. The setup could be made easier."

"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."

More Prometheus-AI Platform cons

Pricing and Cost Advice

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

"Despite not being extremely low-cost, the pricing appears reasonable, making it a profitable and viable choice for companies that prioritize data security and adhere to specific policies."

"The product is reasonably priced."

"Our licensing model wasn't user-specific; instead, we paid fees for the engine and maintenance. As we didn't have a support contract, maintenance fees were likely nonexistent. Regarding the upgrade, we had an account for the initial two or three years, and considering the features provided by the solution, the pricing was reasonable."

"The tool is open-sourced."

"We have the open-source version, so we don't pay for it."

"The solution is open source."

"The price of Prometheus is good, it is affordable because it is open source and there is no cost to it. You put it on your own server and the costs incurred completely depend on how you set it up."

"Prometheus is available as an open-source product."

"The solution is free of cost."

"The product is free."

"We use the solution's open-source version."

More Prometheus-AI Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

13%

Manufacturing Company

10%

Computer Software Company

Insurance Company

Financial Services Firm

24%

Computer Software Company

13%

Manufacturing Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Large Enterprise	7

By reviewers
Company Size	Count
Small Business	14
Midsize Enterprise	8
Large Enterprise	12

Questions from the Community

What do you like most about Ataccama ONE Platform?

The notable aspect lies in the workflow structure, where building the workflow aligns significantly with data governance.

See all answers

What needs improvement with Ataccama ONE Platform?

The interfacing to tools such as Collibra was somewhat cumbersome and required more thought. While it was possible to configure these interfaces, they required some coding. It would be beneficial i...

See all answers

What is your primary use case for Ataccama ONE Platform?

Some of the use cases for Ataccama ONE included data quality, identifying and mapping to Collibra, which was their data governance tool. It was critical for them to interface directly with that too...

See all answers

What do you like most about Prometheus?

The most valuable feature of Prometheus is its ability to collect metrics.

See all answers

What is your experience regarding pricing and costs for Prometheus?

Prometheus is cost-effective for me as it is free. Using cloud-native alternatives like Amazon Prometheus would incur charges.

See all answers

What is your primary use case for Prometheus?

I use Prometheus for monitoring purposes in IT infrastructure. It is particularly useful for environments using Kubernetes, as it monitors ports, containers, instances, and applications effectively.

See all answers

Comparisons

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 18% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama ONE Platform

Compared 16% of the time

Collibra Governance vs Ataccama ONE Platform

Compared 12% of the time

Talend Data Quality vs Ataccama ONE Platform

Compared 8% of the time

Profisee vs Ataccama ONE Platform

Compared 5% of the time

More Ataccama ONE Platform Competitors

Zabbix vs Prometheus-AI Platform

Compared 9% of the time

Azure Monitor vs Prometheus-AI Platform

Compared 7% of the time

Apache SkyWalking vs Prometheus-AI Platform

Compared 7% of the time

Dynatrace vs Prometheus-AI Platform

Compared 7% of the time

Sentry vs Prometheus-AI Platform

Compared 6% of the time

More Prometheus-AI Platform Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

October 2025

Download Ataccama ONE Platform product report

Buyer's Guide

Prometheus-AI Platform

September 2025

Download Prometheus-AI Platform product report

Also Known As

Ataccama DQ Analyzer

Utopia Data Quality

Overview

Ataccama ONE Platform provides a comprehensive solution for profiling, cleansing, and integrating data with a user-friendly drag-and-drop interface, enhancing data quality and governance.

Ataccama ONE Platform enhances data profiling and cleansing with easy configuration and robust integration, such as with Collibra. Users value its drag-and-drop capabilities, supporting mainframe, AI, and machine learning. The platform improves data security through profiling and masking while offering extensive integration options. Some areas needing improvement include large database handling and batch management. Additional support for social media data sources, better documentation, and clearer language would be beneficial. Enhanced interfaces, particularly with Collibra, and refined notification systems are desired. This platform suits users seeking improvements in data quality, governance classification, and data migration, connecting with sources like Microsoft SQL, Oracle, and Teradata.

What are the key features of Ataccama ONE Platform?

Data Profiling and Cleansing: Enhances data quality with easy configuration.
Flexible Integration: Seamless integration with platforms like Collibra.
Drag-and-Drop Interface: Provides ease in workflow management.
Support for AI and Machine Learning: Offers advanced analytical capabilities.
Data Security: Ensures protection with profiling and masking features.

What benefits and ROI can users expect?

Improved Data Quality: Enhances data accuracy and reliability.
Enhanced Governance: Facilitates better metadata classification and compliance.
Increased Efficiency: Streamlines data integration and transformation processes.
Advanced Analytics: Leverages AI for insightful data analysis.

In industries like finance and healthcare, Ataccama ONE Platform facilitates data quality management and ensures compliance by connecting with data sources such as Microsoft SQL and Oracle. These industries utilize it for data migration tasks, ensuring data integrity through mapping and transformation processes.

Ataccama

Prometheus-AI Platform offers flexible solutions for collecting, visualizing, and comparing metrics, appreciated for its scalability, rich integrations, and open-source adaptability.

Prometheus-AI Platform provides a reliable framework for monitoring and analyzing metrics across diverse environments. With extensive API support, it supports data collection, querying, and visualization, integrating seamlessly with tools like Grafana. High availability, scalability, and lightweight configuration make it suitable for traditional and microservice environments, while community support enhances its utility. Though its query language and interface require improvements for better ease of use, and with calls for stronger integration options, the platform remains a leading choice for comprehensive metric analysis.

What are Prometheus-AI Platform's main features?

Flexibility: Adaptable to various environments and needs.
Grafana Integration: Enables detailed dashboard visualizations.
Scalability: Efficient in scaling to meet large data demands.
API Support: Extensive API capabilities for custom solutions.
Open-source: Community support and continual adaptation.
Lightweight Configuration: Simplifies deployment and management.
Query and Storage: Powerful capabilities for effective metric handling.

What benefits should users consider when evaluating Prometheus-AI Platform?

Performance Insights: Accurate metric analysis boosts performance tracking.
Comprehensive Monitoring: Offers full visibility into infrastructure and applications.
Customization: API and open-source flexibility for tailored solutions.
Community Support: Benefits from a broad support network.
Cost-effectiveness: Efficient handling of data reduces operational expenses.

Companies leverage Prometheus-AI Platform across various industries, utilizing it to monitor and analyze metrics from applications and infrastructure. It is extensively used in financial services and IT sectors for collecting, scraping logs, and monitoring Kubernetes deployments. Deployed both on-premise and in cloud environments like Azure and Amazon, it supports system and application metrics analysis, ensuring a comprehensive view for developers.

Prometheus Group

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library

Harley-Davidson Motor Company, Roche Diagnostics Corporation, Harman International Industries Inc., Hilmar Cheese Company, International Rectifier Corporation, Electrolux USA, GE Fanuc Intelligent Platforms, Rio Tinto Limited, Pertamina Pusat, Petrofac International Ltd, Cintas Corporation, Diyar United Company, Nortel Networks, Verizon

Buyer's Guide

Ataccama ONE Platform vs. Prometheus-AI Platform

October 2025

Free Report: Ataccama ONE Platform vs. Prometheus-AI Platform

Find out what your peers are saying about Ataccama ONE Platform vs. Prometheus-AI Platform and other solutions. Updated: October 2025.

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