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Coralogix vs Prometheus-AI Platform comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 2026

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
6.5
Number of Reviews
15
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 (14th)
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

"Numerous data monitoring tools are available, but Coralogix somehow fine-tunes our policies and effectively supports our teams."
"The solution is easy to use and to start with."
"The initial setup is straightforward."
"A non-tech person can easily get used to it."
"After implementing Coralogix, I noticed specific outcomes and improvements; whenever we try to fetch the data or check the monitoring logs, the spikes, the bars, and the graphs open very quickly, the latency is really very low, and it opens everything very fast, which makes a good impact on our organization."
"The most valuable feature of Coralogix is that it is a very good vendor for metrics."
"The log monitoring is good, and the dashboards that we create are beneficial."
"The solution offers very good convenience filtering."
"It has lots of APIs and libraries to integrate with any kind of language, including Python, Perl, PHP, Java, and Kotlin."
"I like its lightweight configuration functions."
"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."
"The product's initial setup phase is very easy."
"The good thing is it integrates well with the Grafana dashboard. It comes with a UI where you see everything as a graph."
"The solution helps us to scale our products and services, and it helps me by gathering those metrics."
"It has lots of APIs and libraries to integrate with any kind of language."
"The scalability of Prometheus is very good."
 

Cons

"Maybe they could make it more user-friendly."
"In terms of documentation, I think there can be more user-friendly documentation that stresses more on day-to-day issues."
"We have asked the company to auto-revert the changes after a while so that the system works typically. We want it to work at what it is expected to work at and not really based on the updated configuration which one developer has decided to change."
"Maybe they could make it more user-friendly."
"I think Coralogix can be improved by setting up some AI type of tool inside it which can help new users."
"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 documentation of the tool could be improved"
"As a relatively new product, there are some rough edges yet and your mileage may vary."
"When it comes to deployment, if you have no experience with something like a CI/CD pipeline, it might be a challenge."
"The simplicity of the query language could be improved. The current query language is not easy to work with."
"Lacks the ability to clusterize."
"The alert functionality is kind of lackluster."
"The DSL could be improved."
"There isn’t much clarity regarding the issues that happen at the server end. It is a push model and from the client’s point of view, it needs to look better and solve remote issues."
"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."
"Improvements could be made to the user interface."
 

Pricing and Cost Advice

"We are paying roughly $5,000 a month."
"The platform has a reasonable cost. I rate the pricing a three out of ten."
"The cost of the solution is per volume of data ingested."
"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."
"The solution is not expensive."
"This is an open-source solution."
"The product is free."
"Prometheus is an open-source tool."
"My company uses the open-source version of the product."
"We have the open-source version, so we don't pay for it."
"We use the solution's open-source version."
"Prometheus is an open-source solution."
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Computer Software Company
9%
Manufacturing Company
7%
Comms Service Provider
7%
Financial Services Firm
18%
Computer Software Company
11%
Manufacturing Company
7%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise3
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.
885,789 professionals have used our research since 2012.