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Prometheus-AI Platform pros and cons

Vendor: Prometheus Group

4.1 out of 5

34 reviews
100% willing to recommend

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.

Buyer's Guide

Get pricing advice, tips, use cases and valuable features from real users of this product.

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

MuhammadAzhar Khan

Senior DevOps Engineer at Alibaba Group

Dec 20, 2024

Prometheus is a scalable and flexible tool that I can deploy on any cloud platform.

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Head of Operations Engineer at RayanHamAfza

Sep 22, 2023

The solution is useful to collect huge metrics.

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Head of Global IT Operations at a financial services firm with 501-1,000 employees

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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Prometheus-AI Platform

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Learn what your peers think about Prometheus-AI Platform. Get advice and tips from experienced pros sharing their opinions. Updated: April 2026.

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Member of Technical Staff at DataBricks

Jan 26, 2024

The most valuable features of Prometheus for metrics collection and monitoring are its stability, robustness, and rich set of features.

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Vassilis Vassiliou

Director of Cyber Security & Resilience at Novibet

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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Diego Gomes De Lima

Senior Software Engineer at Alice

Aug 29, 2024

The resilience of the solution's metric collection is very nice.

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DevOps Engineer at Bipolar Factory

Apr 2, 2024

Stability-wise, I rate the solution a ten out of ten.

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Loveday Philip Obi

Cloud Engineer at DotBlack Projex

Mar 7, 2024

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.

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DevOps Engineer at Pinnacle Seven Technologies

Mar 27, 2024

The product's initial setup phase is very easy.

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Senior Devops Engineer at a tech services company with 201-500 employees

Mar 5, 2024

The solution can be deployed in thirty minutes.

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Prometheus-AI Platform Cons review quotes

MuhammadAzhar Khan

Senior DevOps Engineer at Alibaba Group

Dec 20, 2024

Improvements could be made to the user interface.

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Head of Operations Engineer at RayanHamAfza

Sep 22, 2023

The scalability must be improved.

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Head of Global IT Operations at a financial services firm with 501-1,000 employees

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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Prometheus-AI Platform

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: April 2026.

893,221 professionals have used our research since 2012.

Member of Technical Staff at DataBricks

Jan 26, 2024

One potential area for improvement would be fixing the occasional glitches and bugs.

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Vassilis Vassiliou

Director of Cyber Security & Resilience at Novibet

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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Diego Gomes De Lima

Senior Software Engineer at Alice

Aug 29, 2024

There is a tool called Prometheus Exporter that doesn't work well.

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DevOps Engineer at Bipolar Factory

Apr 2, 2024

The UI and GUI are areas of concern in the product.

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Loveday Philip Obi

Cloud Engineer at DotBlack Projex

Mar 7, 2024

When it comes to deployment, if you have no experience with something like a CI/CD pipeline, it might be a challenge.

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DevOps Engineer at Pinnacle Seven Technologies

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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Senior Devops Engineer at a tech services company with 201-500 employees

Mar 5, 2024

Setting up the rules in Prometheus can be confusing, making it an area where improvements are required.

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Product Categories

Product Categories

Enterprise Asset Management (EAM)

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Product Categories

Product Categories

Enterprise Asset Management (EAM)

Data Scrubbing Software

Popular Comparisons

Popular Comparisons

Qlik Talend Cloud vs Prometheus-AI Platform

IFS Cloud Platform vs Prometheus-AI Platform

Infor CloudSuite vs Prometheus-AI Platform

Experian Data Quality vs Prometheus-AI Platform

Data8 Data Quality vs Prometheus-AI Platform

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See all alternatives

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