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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 resilience of the solution's metric collection is very nice."
"The product is easy to maintain."
"I like its lightweight configuration functions."
"The most valuable feature of Prometheus is the ease of pulling the metrics."
"It lets me proactively identify and resolve system issues. This, in terms of, most of the time, really reduces downtime. Because when there are notifications on time when we engage it quickly on time, our downtime is highly reduced. So basically, Prometheus is for monitoring and alerting."
"The scalability of Prometheus is very good."
"The dashboard is very valuable because it provides the ability to collect and compare logs from various resources."
"The solution helps us to scale our products and services, and it helps me by gathering those metrics."
"The product can scale."
"Everything that is around the digital performance environment, I can see."
 

Cons

"I would like to see improvement in the analysis tools and customization features."
"Prometheus can be initially difficult for users since it has its query language, PromQL. The minimalistic interface is complicated to understand. They need to improve their interface so that users who don't know PromQL can also use it. You can only leverage the tool when you know PromQL."
"There is a tool called Prometheus Exporter that doesn't work well."
"Its documentation could be clearer to understand."
"Lacks the ability to clusterize."
"Prometheus' UI color can improve. Using the Prometheus UI for configuration or analyzing queries is a horrible experience."
"The product must improve its documentation."
"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."
"I can't recall coming across any missing features."
 

Pricing and Cost Advice

"Prometheus is an open-source solution."
"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."
"We have the open-source version, so we don't pay for it."
"Prometheus is an open-source tool."
"The product is expensive compared to Datadog."
"The product is free."
"Prometheus is available as an open-source product."
"This is an open-source solution."
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.