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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 (15th), Streaming Analytics (14th), Anomaly Detection Tools (1st), AI Observability (16th)
Prometheus-AI Platform
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
Data Scrubbing Software (3rd), ERP (10th), Enterprise Asset Management (EAM) (2nd)
 

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 1.1%, up 0.8% 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 Market Share Distribution
ProductMarket Share (%)
Coralogix1.1%
Dynatrace6.3%
Datadog5.3%
Other87.3%
Application Performance Monitoring (APM) and Observability
Enterprise Asset Management (EAM) Market Share Distribution
ProductMarket Share (%)
Prometheus-AI Platform1.7%
IBM Maximo15.4%
Oracle Enterprise Asset Management8.5%
Other74.4%
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

"A non-tech person can easily get used to it."
"The initial setup is straightforward."
"The log monitoring is good, and the dashboards that we create are beneficial."
"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."
"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 best feature of this solution allows us to correlate logs, metrics and traces."
"The solution offers very good convenience filtering."
"In my experience, the best feature Coralogix offers is that the dashboard is pretty good."
"The product is easy to maintain."
"The product’s scalability is valuable."
"Prometheus is a scalable and flexible tool that I can deploy on any cloud platform."
"The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure."
"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 dashboard is very valuable."
"The solution is useful to collect huge metrics."
"I like its lightweight configuration functions."
 

Cons

"It would be helpful if Coralogix could integrate the main modules that any organization requires into a single subscription."
"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."
"The customizable dashboards haven't really helped with my company's efficiency at all, and I think there's room for improvement."
"The user interface could be more intuitive and explanatory."
"In terms of documentation, I think there can be more user-friendly documentation that stresses more on day-to-day issues."
"From my experience, Coralogix has horrible Terraform providers."
"The features we were missing in the past were related to the way we see our metrics and aggregate our data."
"One potential area for improvement would be fixing the occasional glitches and bugs."
"The UI and GUI are areas of concern in the product."
"The solution's error handling part could be improved."
"Prometheus requires improvement on the query side."
"The primary area where Prometheus could be improved is in terms of pricing, particularly when used with managed services."
"Prometheus' UI color can improve. Using the Prometheus UI for configuration or analyzing queries is a horrible experience."
"I would like to see improvement in the analysis tools and customization features."
"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."
 

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."
"We use the solution's open-source version."
"Prometheus is an open-source solution."
"The product is free."
"The tool is open-sourced."
"It is an open-source tool."
"The solution is free of cost."
"Prometheus is available as an open-source product."
"The solution is open source."
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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
8%
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?
To monitor and manage costs associated with Coralogix, I analyze my trend, looking at how the data is being ingested. Generally, it is charged based on what we store, and therefore there are certai...
What needs improvement with Coralogix?
I think Coralogix can be improved with flexible dashboards. Creating specific views, such as saving a dev environment as a separate view rather than adding filters every time, would be great.
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.
881,733 professionals have used our research since 2012.