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Prometheus-AI Platform vs Scout APM comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 2026

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

Prometheus-AI Platform
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
Data Scrubbing Software (5th), ERP (23rd), Enterprise Asset Management (EAM) (7th)
Scout APM
Average Rating
10.0
Number of Reviews
1
Ranking in other categories
Application Performance Monitoring (APM) and Observability (82nd)
 

Mindshare comparison

Prometheus-AI Platform and Scout APM aren’t in the same category and serve different purposes. Prometheus-AI Platform is designed for Enterprise Asset Management (EAM) and holds a mindshare of 2.4%.
Scout APM, on the other hand, focuses on Application Performance Monitoring (APM) and Observability, holds 0.4% mindshare, up 0.2% since last year.
Enterprise Asset Management (EAM) Mindshare Distribution
ProductMindshare (%)
Prometheus-AI Platform2.4%
IBM Maximo Application Suite12.1%
Infor CloudSuite6.8%
Other78.7%
Enterprise Asset Management (EAM)
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Scout APM0.4%
Dynatrace5.0%
Splunk AppDynamics4.5%
Other90.1%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

MuhammadAzhar Khan - PeerSpot reviewer
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.
Antonio_Barros - PeerSpot reviewer
Regional Manager LatAm at Splunk
Great visibility and reliability with fair pricing
The solution is stable. It's pretty easy to set up, especially if you have the knowledge base and/or you have a partner assist you. The product can scale. The processes are great. It helps with services and microservices. The product is great for man different industries, including energy, government, finance, and more.

Quotes from Members

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

Pros

"The solution helps us to scale our products and services, and it helps me by gathering those metrics."
"The product is easy to maintain."
"The most valuable features of the solution are metrics scraping capabilities and the open source community and support."
"It is a scalable solution."
"The scalability of Prometheus is very good."
"It is highly valuable as it serves as the foundation for our infrastructure monitoring tools."
"The sky is the limit because the solution is a flexible open box that can be used vastly to do anything you need to monitor applications."
"The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure."
"Everything that is around the digital performance environment, I can see."
"The product can scale."
 

Cons

"I would like to see improvement in the analysis tools and customization features."
"There is a tool called Prometheus Exporter that doesn't work well."
"The setup process could be more straightforward and user-friendly."
"Improvements could be made to the user interface."
"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 DSL could be improved."
"The simplicity of the query language could be improved. The current query language is not easy to work with."
"There isn’t much clarity regarding the issues that happen at the server end. It is a push model and from the client’s point of view, it needs to look better and solve remote issues."
"I can't recall coming across any missing features."
 

Pricing and Cost Advice

"The tool is open-sourced."
"The solution is free of cost."
"It is an open-source tool."
"Prometheus is an open-source solution."
"The product is expensive compared to Datadog."
"Prometheus is an open-source tool."
"Prometheus is available as an open-source product."
"We have the open-source version, so we don't pay for it."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
9%
Construction Company
8%
Manufacturing Company
7%
Financial Services Firm
20%
Construction Company
13%
Outsourcing Company
9%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise8
Large Enterprise13
No data available
 

Questions from the Community

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.
What advice do you have for others considering Prometheus?
As a new user, I should be familiar with syntax and commands. Online resources like Google and ChatGPT can be helpful. I should consider using cloud-native tools for ease of management if not using...
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Also Known As

Utopia Data Quality
No data available
 

Overview

 

Sample Customers

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
Chargify, Synctree, Aptuitiv, Barnes and Noble, Journey, Geosnapshot, Kongregate, PaperTrail, Adobe, SendGrid, Sentry
Find out what your peers are saying about IBM, Hexagon AB, Infor and others in Enterprise Asset Management (EAM). Updated: July 2026.
908,834 professionals have used our research since 2012.