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Prometheus-AI Platform pros and cons

Vendor: Prometheus Group
4.1 out of 5
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Pros & Cons summary

Prometheus-AI Platform offers excellent scalability and flexibility, deployable on any cloud platform with seamless integration with tools like Grafana and comprehensive metrics collection. It provides APIs for varied languages, supports customization with open-source advantages, and scales products efficiently. However, it has a steep learning curve, complex query language, and insufficient documentation, affecting stability and error handling. Clustering and alert functionality need improvements for enhanced service delivery.

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Prominent pros & cons

PROS

Prometheus-AI Platform excels in scalability and can smoothly integrate with various APIs and libraries for seamless language interoperability.
Its robust capabilities in metrics collection and monitoring, combined with a rich set of features, make it highly valuable for infrastructure monitoring.
The flexibility and adjustability of querying and time descriptions facilitate responsive monitoring and alerting, significantly reducing downtime.
Seamless integration with tools like Grafana enhances dashboard visibility, supporting proactive system issue identification and resolution.
As an open-source tool, Prometheus-AI Platform offers extensive possibilities for customization and improvement to meet user requirements.

CONS

Prometheus requires improvements in the query language and setup process, which can be difficult for users lacking technical expertise and experience.
Documentation provided by Prometheus needs enhancements to ensure clarity and comprehensiveness.
Prometheus could benefit from better scalability and error handling capabilities.
A need for enhanced analysis tools and customization features is identified in Prometheus.
Pricing of Prometheus, particularly when used with managed services, could be optimized to offer better value.
 

Prometheus-AI Platform Pros review quotes

Roshan Nagekar - PeerSpot reviewer
Feb 13, 2023
Prometheus gives us high availability automatically.
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Noam Blidstein - PeerSpot reviewer
Dec 22, 2022
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.
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Ankeet Chauhan - PeerSpot reviewer
Apr 2, 2024
Stability-wise, I rate the solution a ten out of ten.
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Prometheus-AI Platform
September 2025
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EM
Feb 14, 2024
The product is easy to maintain.
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RishabhSharma3 - PeerSpot reviewer
Mar 5, 2024
The solution can be deployed in thirty minutes.
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Vikash Agarwal - PeerSpot reviewer
Oct 6, 2023
The good thing is it integrates well with the Grafana dashboard. It comes with a UI where you see everything as a graph.
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reviewer2066889 - PeerSpot reviewer
Jan 30, 2023
The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure.
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Jorge Florez - PeerSpot reviewer
Dec 21, 2022
The feature I found most valuable is the number of integrations. It is the industry standard for metrics.
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Vassilis Vassiliou - PeerSpot reviewer
Sep 6, 2023
It is a stable solution...Based on the feedback I have received from my colleagues in our company's IT department, the setup phase of the solution is relatively easy.
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Renu Saini - PeerSpot reviewer
Mar 11, 2024
The most valuable feature of Prometheus is the ease of pulling the metrics.
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Prometheus-AI Platform Cons review quotes

Roshan Nagekar - PeerSpot reviewer
Feb 13, 2023
Lacks the ability to clusterize.
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Noam Blidstein - PeerSpot reviewer
Dec 22, 2022
The setup could be made easier for new users because it requires a bit of advance knowledge or experience.
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Ankeet Chauhan - PeerSpot reviewer
Apr 2, 2024
The UI and GUI are areas of concern in the product.
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Buyer's Guide
Prometheus-AI Platform
September 2025
Free Report: Prometheus-AI Platform Reviews and More
Learn what your peers think about Prometheus-AI Platform. Get advice and tips from experienced pros sharing their opinions. Updated: September 2025.
DOWNLOAD NOW
867,826 professionals have used our research since 2012.
EM
Feb 14, 2024
The query language in Prometheus is an area of concern where improvements are required.
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RishabhSharma3 - PeerSpot reviewer
Mar 5, 2024
Setting up the rules in Prometheus can be confusing, making it an area where improvements are required.
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reviewer2066889 - PeerSpot reviewer
Jan 30, 2023
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.
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Jorge Florez - PeerSpot reviewer
Dec 21, 2022
If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus.
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Vassilis Vassiliou - PeerSpot reviewer
Sep 6, 2023
The solution has shortcomings regarding security monitoring-oriented features to support custom use cases, like out-of-the-box test scenarios and threat-related use cases of its users.
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Renu Saini - PeerSpot reviewer
Mar 11, 2024
The solution's error handling part could be improved.
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KARTHICKM - PeerSpot reviewer
Mar 27, 2024
If you want to collect details of metrics, you should be able to write a query for it directly. I want the product to offer better queries for the metrics.
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Product Categories

Product Categories
Enterprise Asset Management (EAM)
Data Scrubbing Software
ERP

Product Categories

Product Categories
Enterprise Asset Management (EAM)
Data Scrubbing Software
ERP
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