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Coralogix vs Prometheus-AI Platform 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:
 

Categories and Ranking

Coralogix
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
14
Ranking in other categories
Application Performance Monitoring (APM) and Observability (21st), Log Management (20th), Security Information and Event Management (SIEM) (20th), API Management (14th), Streaming Analytics (15th), Anomaly Detection Tools (2nd), AI Observability (13th)
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)
 

Mindshare comparison

Coralogix and Prometheus-AI Platform aren’t in the same category and serve different purposes. Coralogix is designed for Application Performance Monitoring (APM) and Observability and holds a mindshare of 1.2%, up 0.9% compared to last year.
Prometheus-AI Platform, on the other hand, focuses on Enterprise Asset Management (EAM), holds 1.7% mindshare.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Coralogix1.2%
Dynatrace6.0%
Datadog5.2%
Other87.6%
Application Performance Monitoring (APM) and Observability
Enterprise Asset Management (EAM) Mindshare Distribution
ProductMindshare (%)
Prometheus-AI Platform1.7%
IBM Maximo15.2%
Oracle Enterprise Asset Management8.5%
Other74.6%
Enterprise Asset Management (EAM)
 

Featured Reviews

Naveenkumar Lakshman - PeerSpot reviewer
Presales Engineer at Crayon AS
Centralized monitoring has improved real-time issue tracking and reduced root cause analysis time
One of the best features that Coralogix offers is that it is integration friendly. I can seamlessly work with different cloud providers including AWS, Azure, and GCP. I can monitor Kubernetes or Docker platforms as well, and I can integrate with the DevOps chain including Jenkins and all infrastructure code, Terraform, or Ansible. Coralogix has positively impacted my organization by providing a centralized console to monitor the dashboard, giving me rich flexibility to see different sorts of data that is spread across the logs, metrics, or traces, which are the typical pillars of the observability tool. I have the interface where I can use the drag-and-drop feature, and I can create different types of charts. Mainly, I have the line charts and time series ones that I generally use in many use cases, gauges, tables, pie charts, or markdown widgets. These are the ones generically available, and I can switch between the visualization types. I am getting the underlying query in that and can import and export dashboards built upon the JSON format. I can have my own APIs integrated with my dashboards as well, such as with Terraform, which is useful for scaling across my environments. Regarding root cause analysis, mainly what I can do is correlate across all of the layers because the main logs that I work on are storage-related, including CIFS, NFS, SAN traffic, and the metrics including storage, throughput, or VM resource usage. Being able to view logs, metrics, or traces available, I get all of these in one place, and I can do root cause analysis much quicker.
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.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The overall stability and reliability of Coralogix are excellent, and I rarely encounter issues."
"The best feature of this solution allows us to correlate logs, metrics and traces."
"Coralogix has positively impacted my organization by providing a centralized console to monitor the dashboard, giving me rich flexibility to see different sorts of data that is spread across the logs, metrics, or traces, which are the typical pillars of the observability tool."
"Numerous data monitoring tools are available, but Coralogix somehow fine-tunes our policies and effectively supports our teams."
"In my experience, the best feature Coralogix offers is that the dashboard is pretty good."
"The initial setup is straightforward."
"The most valuable feature of Coralogix is that it is a very good vendor for metrics."
"The solution is easy to use and to start with."
"The good thing is it integrates well with the Grafana dashboard. It comes with a UI where you see everything as a graph."
"It is an efficient solution."
"Prometheus is an open-source product that helps mold and improve it per our requirements. It is a lightweight solution that gives you many different metrics you can use in your application. The product offers complete granularity of your infrastructure. It integrates seamlessly with other tools like Grafana, which offers dashboard visibility. Prometheus is an extensively used product. I haven't seen any organization that is not using it."
"The product is easy to maintain."
"The most valuable features of Prometheus for metrics collection and monitoring are its stability, robustness, and rich set of features."
"It is a scalable solution."
"The solution helps us to scale our products and services, and it helps me by gathering those metrics."
"The most valuable feature of Prometheus is the ease of pulling the metrics."
 

Cons

"Coralogix should have some AI capabilities to auto-detect anomalies and provide suggestions. The increasing volume of data and the resulting bandwidth charges are concerns."
"The user interface could be more intuitive and explanatory."
"I think Coralogix can be improved by setting up some AI type of tool inside it which can help new users."
"The features we were missing in the past were related to the way we see our metrics and aggregate our data."
"The customizable dashboards haven't really helped with my company's efficiency at all, and I think there's room for improvement."
"Coralogix's dashboard and search capabilities do not help me in any particular way."
"Coralogix should have some AI capabilities to auto-detect anomalies and provide suggestions."
"It would be helpful if Coralogix could integrate the main modules that any organization requires into a single subscription."
"The alert functionality is kind of lackluster."
"The DSL could be improved."
"Prometheus can be initially difficult for users since it has its query language, PromQL. The minimalistic interface is complicated to understand. They need to improve their interface so that users who don't know PromQL can also use it. You can only leverage the tool when you know PromQL."
"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."
"The setup could be made easier for new users because it requires a bit of advance knowledge or experience."
"Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard."
"Prometheus requires improvement on the query side."
"Its documentation could be clearer to understand."
 

Pricing and Cost Advice

"The platform has a reasonable cost. I rate the pricing a three out of ten."
"Currently, we are at a very minimal cost, which is around $400 per month since we have reduced our usage. Initially, we were at $900 per month."
"We are paying roughly $5,000 a month."
"The cost of the solution is per volume of data ingested."
"The product is expensive compared to Datadog."
"My company uses the open-source version of the product."
"The solution is not expensive."
"The solution is open source."
"This is an open-source solution."
"The solution is free of cost."
"Prometheus is an open-source solution."
"It is an open-source tool."
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Top Industries

By visitors reading reviews
Financial Services Firm
10%
Computer Software Company
10%
Manufacturing Company
8%
Comms Service Provider
7%
Financial Services Firm
19%
Computer Software Company
12%
Manufacturing Company
7%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise2
Large Enterprise6
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise8
Large Enterprise13
 

Questions from the Community

What do you like most about Coralogix?
Numerous data monitoring tools are available, but Coralogix somehow fine-tunes our policies and effectively supports our teams.
What is your experience regarding pricing and costs for Coralogix?
I am not aware of the pricing, setup cost, and licensing for Coralogix, as this comes under the business analyst, marketing team, and pre-sales team. I am from the technical line.
What needs improvement with Coralogix?
I think Coralogix can be improved by setting up some AI type of tool inside it which can help new users. Whenever they face any kind of issue or troubleshooting problem, I know that they already sh...
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.
 

Also Known As

No data available
Utopia Data Quality
 

Overview

 

Sample Customers

Payoneer, AGS, Monday.com, Capgemini
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
Find out what your peers are saying about Coralogix vs. Prometheus-AI Platform and other solutions. Updated: September 2025.
884,122 professionals have used our research since 2012.