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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:
 

ROI

Sentiment score
4.0
Coralogix streamlines app performance monitoring, enhancing debugging efficiency and integration, reducing NOC staff needs, and boosting productivity.
Sentiment score
8.5
Prometheus is a free, efficient monitoring tool that saves time and money compared to AWS services, offering significant returns.
I have seen a return on investment with Coralogix, particularly in terms of time saved.
Presales Engineer at Crayon AS
I see a return on investment in time saving.
Cloud Engineer at To The New
I have seen a return on investment as it is time-saving for debugging since this costs a lot over a period of time.
Senior DevOps Engineer at a manufacturing company with 501-1,000 employees
Using open-source Prometheus saves me money compared to AWS native services.
Senior DevOps Engineer at Alibaba Group
 

Customer Service

Sentiment score
7.0
Coralogix's support is highly praised for responsiveness, effectiveness, and proactive communication, often outperforming competitors like AWS.
Sentiment score
4.0
Prometheus-AI Platform support relies on documentation and an active open source community, utilizing forums and internal company resources.
I am satisfied with their response time and overall competence.
Engineering Manager at a tech vendor with 51-200 employees
They are helpful, especially when we created several custom dashboards.
SDE II at Nutanix
They were very responsive and thoroughly communicative.
DevOps at a tech vendor with 201-500 employees
Prometheus does not offer traditional technical support.
Senior DevOps Engineer at Alibaba Group
 

Scalability Issues

Sentiment score
6.8
Coralogix efficiently scales to meet organizational demands, though some users find the cost of scaling potentially limiting.
Sentiment score
6.9
Prometheus-AI Platform excels in scalability, widely used across industries with streamlined maintenance and seamless integration enhancing enterprise performance.
We have never faced any scalability issues.
SDE II at Nutanix
Handling scaling with Coralogix is good, as it is easy to scale up or down as my needs change.
Presales Engineer at Crayon AS
I would rate the scalability of Coralogix as easy; it's easy and goes faster.
Fullstag at a tech vendor with 10,001+ employees
Prometheus is scalable, with a rating of ten out of ten.
Senior DevOps Engineer at Alibaba Group
 

Stability Issues

Sentiment score
7.9
Coralogix is stable and reliable with minor issues, like Kafka lag, but no significant downtime or performance interruptions.
Sentiment score
8.9
Prometheus-AI Platform is praised for stability and versatility in deployment, despite occasional minor performance issues from external factors.
There are no downtimes, no crashes, or any performance issues that I've noticed since we started using it.
Platform Engineer at a tech vendor with 51-200 employees
High CPU usage on one pod can be averaged out by others, concealing potential issues.
SDE II at Nutanix
Deploying it on multiple instances or using Kubernetes for automatic management has enhanced its stability.
Senior DevOps Engineer at Alibaba Group
 

Room For Improvement

Users seek improved interface, documentation, AI enhancements, integration, customization, data handling, notification features, and intuitive design in Coralogix.
Prometheus-AI requires improvements in query language, user interface, scalability, integration, error handling, affordability, and ease of use.
We require some form of grouping or categorization of logs to identify them better.
SDE II at Nutanix
Coralogix should have some AI capabilities to auto-detect anomalies and provide suggestions.
Engineering Manager at a tech vendor with 51-200 employees
If I could improve Coralogix in any way, I would suggest additional customization options for our dashboards.
Platform Engineer at a tech vendor with 51-200 employees
 

Setup Cost

Enterprise buyers find Coralogix pricing high but manageable with easy setup, starting at $400 monthly, monitoring is essential.
Prometheus-AI Platform offers an affordable open-source monitoring solution, with options for managed services at extra costs.
Despite the expense, I believe it is worth the money to have Coralogix as a tool.
SDE II at Nutanix
Currently, we are at a very minimal cost, which is around $400 per month since we have reduced our usage.
Engineering Manager at a tech vendor with 51-200 employees
It is charged based on what we store.
Presales Engineer at Crayon AS
Prometheus is cost-effective for me as it is free.
Senior DevOps Engineer at Alibaba Group
 

Valuable Features

Coralogix excels with its user-friendly interface, AI insights, seamless integration, and flexible, efficient log and error management.
Prometheus-AI Platform provides scalable, customizable monitoring with extensive integrations, fast storage, and reliable dashboards, supported by a strong community.
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.
Presales Engineer at Crayon AS
Coralogix has positively impacted our organization by providing us with a clearer data flow, which allows us to analyze data better and find errors easier using the smart logs it offers.
Automation Engineer at MyDubai.io
Out of real-time analytics, cost-efficient storage, and AI-powered insights, the most valuable for my team has been the cost-efficient storage.
Software Developer at Styx Global
It allows me to save money by avoiding costs associated with AWS native services like CloudWatch or Amazon Prometheus.
Senior DevOps Engineer at Alibaba Group
 

Categories and Ranking

Coralogix
Average Rating
8.4
Reviews Sentiment
6.3
Number of Reviews
20
Ranking in other categories
Application Performance Monitoring (APM) and Observability (14th), Log Management (11th), Security Information and Event Management (SIEM) (12th), API Management (11th), Streaming Analytics (13th), Anomaly Detection Tools (2nd), AI Observability (8th)
Prometheus-AI Platform
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
Data Scrubbing Software (6th), ERP (26th), Enterprise Asset Management (EAM) (7th)
 

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 1.0% compared to last year.
Prometheus-AI Platform, on the other hand, focuses on Enterprise Asset Management (EAM), holds 1.6% mindshare.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Coralogix1.1%
Dynatrace5.5%
Datadog4.7%
Other88.7%
Application Performance Monitoring (APM) and Observability
Enterprise Asset Management (EAM) Mindshare Distribution
ProductMindshare (%)
Prometheus-AI Platform1.6%
IBM Maximo13.1%
Oracle Enterprise Asset Management7.3%
Other78.0%
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Manufacturing Company
8%
Comms Service Provider
8%
Computer Software Company
8%
Financial Services Firm
18%
Computer Software Company
10%
Manufacturing Company
7%
Comms Service Provider
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise7
Large Enterprise10
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise8
Large Enterprise13
 

Questions from the Community

What is your experience regarding pricing and costs for Coralogix?
My experience with pricing, setup cost, and licensing has been transparent since I am only the engineer using it.
What needs improvement with Coralogix?
Coralogix has many features, but we usually use only these two, and the syntax has not been so straightforward. It was a bit difficult to write specific queries, so I have templates of specific que...
What is your primary use case for Coralogix?
My main use case with Coralogix has been to troubleshoot, narrow down the problem, understand the logs, and identify errors. For troubleshooting or analyzing logs, we usually employ two methods. Th...
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.
What advice do you have for others considering Prometheus?
As a new user, I should be familiar with syntax and commands. Online resources like Google and ChatGPT can be helpful. I should consider using cloud-native tools for ease of management if not using...
 

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.
894,668 professionals have used our research since 2012.