Try our new research platform with insights from 80,000+ expert users

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

"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 initial setup is straightforward."
"For now, we have not experienced any stability issues."
"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."
"The best feature of this solution allows us to correlate logs, metrics and traces."
"In my experience, the best feature Coralogix offers is that the dashboard is pretty good."
"The log monitoring is good, and the dashboards that we create are beneficial."
"The overall stability and reliability of Coralogix are excellent, and I rarely encounter issues."
"I like its lightweight configuration functions."
"Prometheus is a scalable and flexible tool that I can deploy on any cloud platform."
"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."
"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 most valuable feature is that we can receive information in different formats."
"The scalability of Prometheus is very good."
"It has lots of APIs and libraries to integrate with any kind of language."
"The dashboard is very valuable."
 

Cons

"In terms of documentation, I think there can be more user-friendly documentation that stresses more on day-to-day issues."
"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 documentation of the tool could be improved"
"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."
"Maybe they could make it more user-friendly."
"The product must improve its documentation."
"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."
"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."
"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."
"When it comes to deployment, if you have no experience with something like a CI/CD pipeline, it might be a challenge."
"Improvements could be made to the user interface."
"There is a tool called Prometheus Exporter that doesn't work well."
"Its documentation could be clearer to understand."
 

Pricing and Cost Advice

"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 are paying roughly $5,000 a month."
"The platform has a reasonable cost. I rate the pricing a three out of ten."
"We use the solution's open-source version."
"The solution is not expensive."
"Prometheus is an open-source solution."
"The tool is open-sourced."
"Prometheus is an open-source solution."
"My company uses the open-source version of the product."
"We have the open-source version, so we don't pay for it."
"It is an open-source tool."
report
Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.
881,733 professionals have used our research since 2012.
 

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.