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Prometheus-AI Platform vs Scout APM comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 28, 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

Prometheus-AI Platform
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
Data Scrubbing Software (3rd), ERP (11th), Enterprise Asset Management (EAM) (3rd)
Scout APM
Average Rating
10.0
Number of Reviews
1
Ranking in other categories
Application Performance Monitoring (APM) and Observability (70th)
 

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 1.7%.
Scout APM, on the other hand, focuses on Application Performance Monitoring (APM) and Observability, holds 0.5% mindshare, up 0.2% since last year.
Enterprise Asset Management (EAM) Mindshare Distribution
ProductMindshare (%)
Prometheus-AI Platform1.7%
IBM Maximo15.2%
Oracle Enterprise Asset Management8.5%
Other74.6%
Enterprise Asset Management (EAM)
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Scout APM0.5%
Dynatrace6.0%
Datadog5.2%
Other88.3%
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 product’s scalability is valuable."
"The feature I found most valuable is the number of integrations. It is the industry standard for metrics."
"The most valuable feature of Prometheus is the ease of pulling the metrics."
"The dashboard is very valuable."
"The resilience of the solution's metric collection is very nice."
"Stability-wise, I rate the solution a ten out of ten."
"The scalability of Prometheus is very good."
"The product is easy to maintain."
"The product can scale."
 

Cons

"The setup process could be more straightforward."
"When it comes to deployment, if you have no experience with something like a CI/CD pipeline, it might be a challenge."
"The simplicity of the query language could be improved. The current query language is not easy to work with."
"Its documentation could be clearer to understand."
"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."
"The product must improve its documentation."
"The query language in Prometheus is an area of concern where improvements are required."
"The alert functionality is kind of lackluster."
"I can't recall coming across any missing features."
 

Pricing and Cost Advice

"The tool is open-sourced."
"The solution is open source."
"The solution is not expensive."
"The solution is free of cost."
"The product is free."
"Prometheus is an open-source solution."
"Prometheus is an open-source tool."
"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
18%
Computer Software Company
12%
Manufacturing Company
7%
Government
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise13
No data available
 

Questions from the Community

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.
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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, Infor, Prometheus Group and others in Enterprise Asset Management (EAM). Updated: February 2026.
884,933 professionals have used our research since 2012.