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Prometheus-AI Platform vs Sentry 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:
 

ROI

Sentiment score
8.5
Prometheus is a free, efficient monitoring tool that saves time and money compared to AWS services, offering significant returns.
Sentiment score
4.8
Sentry quickly resolves errors, boosts productivity, reduces downtime, improves user experience, and allows focus on new features.
Using open-source Prometheus saves me money compared to AWS native services.
 

Customer Service

Sentiment score
4.0
Prometheus-AI Platform support relies on documentation and an active open source community, utilizing forums and internal company resources.
Sentiment score
5.0
Sentry's documentation and community forums suffice for most, minimizing direct customer service interactions and providing moderate technical support satisfaction.
Prometheus does not offer traditional technical support.
 

Scalability Issues

Sentiment score
6.9
Prometheus-AI Platform excels in scalability, widely used across industries with streamlined maintenance and seamless integration enhancing enterprise performance.
Sentiment score
7.5
Sentry is praised for scalability, efficiently managing high usage and facilitating growth with minimal adjustments across diverse organizations.
Prometheus is scalable, with a rating of ten out of ten.
 

Stability Issues

Sentiment score
8.9
Prometheus-AI Platform is praised for stability and versatility in deployment, despite occasional minor performance issues from external factors.
Sentiment score
7.5
Sentry is praised for its stability, reliability, minimal downtime, open-source nature, and positive feedback reception from users.
Deploying it on multiple instances or using Kubernetes for automatic management has enhanced its stability.
 

Room For Improvement

Prometheus-AI requires improvements in query language, user interface, scalability, integration, error handling, affordability, and ease of use.
Sentry users seek enhanced automation, analytics, integration, pricing, UI, debugging, and documentation for improved issue tracking and user metrics.
 

Setup Cost

Prometheus-AI Platform offers an affordable open-source monitoring solution, with options for managed services at extra costs.
Sentry provides flexible pricing with free and paid plans, offering customizable and affordable options for enterprise error tracking.
Prometheus is cost-effective for me as it is free.
 

Valuable Features

Prometheus-AI Platform provides scalable, customizable monitoring with extensive integrations, fast storage, and reliable dashboards, supported by a strong community.
Sentry integrates with popular tools, excelling in error tracking, real-time insights, user permissions, and efficient error management.
It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus.
At this time, I focus on finding and fixing bugs.
Sentry provides real-time error tracking which is invaluable for identifying and resolving issues quickly.
 

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 (2nd), ERP (11th), Enterprise Asset Management (EAM) (3rd)
Sentry
Average Rating
8.4
Reviews Sentiment
6.8
Number of Reviews
13
Ranking in other categories
Application Performance Monitoring (APM) and Observability (11th), Debugging (1st)
 

Featured Reviews

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.
Abdullah Baig - PeerSpot reviewer
An easy-to-use solution that has a good dashboard, performs well, and provides flexible pricing
Sentry was easy to learn compared to New Relic and Azure Monitor. I saw some valuable input. It took us the least amount of time to see how Sentry is valuable. It took just a few minutes. Session Replay provides a replay of the recorded errors. It is a good feature. Azure Monitor does not have this feature. The error reporting is straightforward. We can see everything that we need to see. The dashboard seems pretty fine. The product performs well. We can see the user's IP addresses.
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Top Industries

By visitors reading reviews
Financial Services Firm
24%
Computer Software Company
15%
Manufacturing Company
6%
Government
6%
Computer Software Company
17%
Comms Service Provider
11%
Financial Services Firm
10%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise8
Large Enterprise12
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise3
Large Enterprise3
 

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.
What is your experience regarding pricing and costs for Sentry?
Do you know anything about the pricing aspect, the licensing costs, setup cost of Sentry product?
What needs improvement with Sentry?
What would you like to see improved or enhanced in Sentry in the future? Are there any specific features that you would like to see included in the next releases of Sentry?
 

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
Dropbox, Airbnb, Stripe, Uber
Find out what your peers are saying about Prometheus-AI Platform vs. Sentry and other solutions. Updated: September 2025.
868,029 professionals have used our research since 2012.