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Prometheus-AI Platform vs Sentry 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:
 

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
3.9
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.
Senior DevOps Engineer at Alibaba Group
 

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
4.0
Sentry's comprehensive documentation and community support reduce reliance on customer service, with support rated 3.5 out of 5.
Prometheus does not offer traditional technical support.
Senior DevOps Engineer at Alibaba Group
We have not contacted their technical support because everything is easy to set up under Sentry.
Founding Member at a tech services company with 51-200 employees
 

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 its robust scalability, handling large-scale operations efficiently, even with high user volumes and complex environments.
Prometheus is scalable, with a rating of ten out of ten.
Senior DevOps Engineer at Alibaba Group
We have not encountered any scalability issues with Sentry.
Founding Member at a tech services company with 51-200 employees
 

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
Users praise Sentry's stability, citing few downtimes and robust features contingent on user skills, with high ratings.
Deploying it on multiple instances or using Kubernetes for automatic management has enhanced its stability.
Senior DevOps Engineer at Alibaba Group
 

Room For Improvement

Prometheus-AI requires improvements in query language, user interface, scalability, integration, error handling, affordability, and ease of use.
Users seek Sentry improvements in integrations, analytics, customization, interface, debugging, personalization, mapping, documentation, and cloud capabilities.
Integrations or single sign-on capability with Microsoft would be beneficial for securing all assets.
Founding Member at a tech services company with 51-200 employees
 

Setup Cost

Prometheus-AI Platform offers an affordable open-source monitoring solution, with options for managed services at extra costs.
Sentry offers flexible, cost-effective pricing with easy plan transitions and customizable options for enterprise users.
Prometheus is cost-effective for me as it is free.
Senior DevOps Engineer at Alibaba Group
Compared to New Relic, it provides the necessary features at a cheaper cost, especially since we moved infrastructure monitoring to Azure.
Founding Member at a tech services company with 51-200 employees
 

Valuable Features

Prometheus-AI Platform provides scalable, customizable monitoring with extensive integrations, fast storage, and reliable dashboards, supported by a strong community.
Sentry provides robust error management, performance monitoring, and seamless integration with platforms, enhancing developer collaboration and application efficiency.
It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus.
Senior DevOps Engineer at Alibaba Group
Real-time error tracking helps our Quality Assurance team easily identify the root causes of problems or bugs and promptly inform the developers about specific issues.
Founding Member at a tech services company with 51-200 employees
Sentry provides real-time error tracking which is invaluable for identifying and resolving issues quickly.
Senior QA Engineer at a outsourcing company with 201-500 employees
At this time, I focus on finding and fixing bugs.
React Developer at Rayvarz Software Engineering Company
 

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)
Sentry
Average Rating
8.6
Reviews Sentiment
6.7
Number of Reviews
14
Ranking in other categories
Application Performance Monitoring (APM) and Observability (11th), Debugging (1st)
 

Mindshare comparison

Prometheus-AI Platform and Sentry 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 0.8%.
Sentry, on the other hand, focuses on Application Performance Monitoring (APM) and Observability, holds 4.5% mindshare, down 6.2% since last year.
Enterprise Asset Management (EAM) Market Share Distribution
ProductMarket Share (%)
Prometheus-AI Platform0.8%
IBM Maximo18.3%
IFS Cloud Platform8.4%
Other72.5%
Enterprise Asset Management (EAM)
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
Sentry4.5%
Dynatrace7.4%
Datadog6.0%
Other82.1%
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.
NM
Founding Member at a tech services company with 51-200 employees
Real-time error tracking assists the QA team in swiftly identifying and reporting bugs
One of the greatest advantages of Sentry is its support for Azure Web Services, which New Relic does not support. Sentry integrates with common developer communication platforms like Discord and WhatsApp, which allows developers to easily track notifications and findings in the applications. Real-time error tracking helps our Quality Assurance team easily identify the root causes of problems or bugs and promptly inform the developers about specific issues.
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879,259 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
12%
Manufacturing Company
7%
Government
6%
Computer Software Company
16%
Comms Service Provider
11%
Financial Services Firm
9%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise13
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?
Sentry is very affordable. We spend less than $200 to $300 a month. Compared to New Relic, it provides the necessary features at a cheaper cost, especially since we moved infrastructure monitoring ...
What needs improvement with Sentry?
Right now, Sentry meets our needs and we have not encountered any bottlenecks. However, additional personalization and easier setup for capturing all the different application logs could be an area...
What is your primary use case for Sentry?
We use Sentry for application performance management and tracking bugs and issues in the application.
 

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.
879,259 professionals have used our research since 2012.