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Prometheus-AI Platform vs ibi Data Quality comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 21, 2025

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

ibi Data Quality
Ranking in Data Scrubbing Software
7th
Average Rating
9.0
Reviews Sentiment
8.2
Number of Reviews
2
Ranking in other categories
Data Quality (11th)
Prometheus-AI Platform
Ranking in Data Scrubbing Software
2nd
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
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 ibi Data Quality is 3.1%, up from 1.9% 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
ProductMarket Share (%)
Prometheus-AI Platform1.2%
ibi Data Quality3.1%
Other95.7%
Data Scrubbing Software
 

Featured Reviews

VP
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.
MuhammadAzhar Khan - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"Works quickly to develop and deploy to production."
"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,"
"The best thing about Prometheus is its integration."
"The solution offers an easy way to install and scratch values."
"The good thing is it integrates well with the Grafana dashboard. It comes with a UI where you see everything as a graph."
"The scalability of Prometheus is very good."
"The solution is useful to collect huge metrics."
"The product is easy to maintain."
"Stability-wise, I rate the solution a ten out of ten."
"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."
 

Cons

"Special integration support could be improved."
"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."
"There is a need for a more comprehensive overview of exporters, especially when dealing with many of them."
"Improvements could be made to the user interface."
"Its documentation could be clearer to understand."
"Lacks the ability to clusterize."
"Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard."
"The solution has shortcomings regarding security monitoring-oriented features to support custom use cases, like out-of-the-box test scenarios and threat-related use cases of its users."
"The DSL could be improved."
"Prometheus requires improvement on the query side."
 

Pricing and Cost Advice

Information not available
"We use the solution's open-source version."
"The product is expensive compared to Datadog."
"The solution is open source."
"The tool is open-sourced."
"Prometheus is available as an open-source product."
"The solution is not expensive."
"It is an open-source tool."
"The solution is free of cost."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
24%
Computer Software Company
13%
Manufacturing Company
6%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise8
Large Enterprise12
 

Questions from the Community

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. I rate the product’s pricing a three out of ten, where one is cheap, and ten i...
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 detection could be valuable use cases for ibi. Adding these features would be a great ...
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 development tools, which were Eclipse-based toolsets. These tools allowed us to design ...
What do you like most about Prometheus?
The most valuable feature of Prometheus is its ability to collect metrics.
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.
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.
 

Also Known As

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

Overview

 

Sample Customers

ICA Fluor, Estonia Police Department, Kansas City Police Department
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
Find out what your peers are saying about Prometheus-AI Platform vs. ibi Data Quality and other solutions. Updated: October 2025.
869,566 professionals have used our research since 2012.