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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

reviewer1910223

Chief Executive Officer at a security firm with 1-10 employees

Aug 4, 2022

The scalability of Prometheus is very good.

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Mohammed Abuaisha

Senior Backend Engineer at HelloFresh

Aug 11, 2022

It has lots of APIs and libraries to integrate with any kind of language.

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Ayodeji Bayo-Makinde

Technical Support Engineer at Tek Experts

Sep 21, 2022

The dashboard is very valuable.

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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: January 2026.

881,082 professionals have used our research since 2012.

Engineering Manager at Alice

Oct 4, 2022

The solution helps us to scale our products and services, and it helps me by gathering those metrics.

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Gustavo Santos Thiago

Senior Software Engineer at OLX

Nov 1, 2022

The most valuable feature is that we can receive information in different formats.

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EP

Eugene Parasochka

Senior DevOps Engineer at a tech vendor with 10,001+ employees

Dec 15, 2022

Prometheus is a great solution for monitoring.

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Head SRE Latam at PayU

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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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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reviewer2066889

Software Engineer at a retailer with 10,001+ employees

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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Director of Infrastructure and DevOps at Aigent

Feb 13, 2023

Prometheus gives us high availability automatically.

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Prometheus-AI Platform Cons review quotes

reviewer1910223

Chief Executive Officer at a security firm with 1-10 employees

Aug 4, 2022

Prometheus has a learning curve when setting it up. It definitely requires a little bit more hands-on than other solutions. It is an open source solution which means you do need to go through and read the literature that they have online for setting it up. The setup could be made easier.

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Mohammed Abuaisha

Senior Backend Engineer at HelloFresh

Aug 11, 2022

The simplicity of the query language could be improved. The current query language is not easy to work with.

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Ayodeji Bayo-Makinde

Technical Support Engineer at Tek Experts

Sep 21, 2022

The setup process could be more straightforward.

Read full review

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: January 2026.

881,082 professionals have used our research since 2012.

Engineering Manager at Alice

Oct 4, 2022

The DSL could be improved.

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Gustavo Santos Thiago

Senior Software Engineer at OLX

Nov 1, 2022

I would like to see improvement in the analysis tools and customization features.

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EP

Eugene Parasochka

Senior DevOps Engineer at a tech vendor with 10,001+ employees

Dec 15, 2022

Prometheus' UI color can improve. Using the Prometheus UI for configuration or analyzing queries is a horrible experience.

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Head SRE Latam at PayU

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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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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reviewer2066889

Software Engineer at a retailer with 10,001+ employees

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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Director of Infrastructure and DevOps at Aigent

Feb 13, 2023

Lacks the ability to clusterize.

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Show 10 more reviews (out of 33)

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

Experian Data Quality vs Prometheus-AI Platform

BackOffice Associates Data Quality Suite vs Prometheus-AI Platform

See all alternatives

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