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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
5.0
Coralogix improves system reliability and reduces downtime, saving time and money with easy cloud deployment and faster issue resolution.
Sentiment score
8.5
Prometheus is a free, efficient monitoring tool that saves time and money compared to AWS services, offering significant returns.
Previously one to two hours were required to resolve major issues. Now it takes around ten to twenty minutes, representing approximately a sixty to seventy percent reduction in resolution time.
Technical Solution Support Development Engineer at Ericsson Global
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.
Not Specified at TO THE NEW Digital
Using open-source Prometheus saves me money compared to AWS native services.
Senior DevOps Engineer at Alibaba Group
 

Customer Service

Sentiment score
7.3
Coralogix customer service excels in responsiveness and expertise, often surpassing competitor expectations in technical support and effective solutions.
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
The support team has good technical knowledge and is able to understand log-related monitoring issues without much back and forth.
Technical Solution Support Development Engineer at Ericsson Global
They are helpful, especially when we created several custom dashboards.
SDE II at Nutanix
Prometheus does not offer traditional technical support.
Senior DevOps Engineer at Alibaba Group
 

Scalability Issues

Sentiment score
7.1
Coralogix efficiently scales in large environments, handling growth, log volumes, and microservices smoothly with cloud infrastructure integration.
Sentiment score
6.9
Prometheus-AI Platform excels in scalability, widely used across industries with streamlined maintenance and seamless integration enhancing enterprise performance.
As our system usage and log volume increased, Coralogix was able to handle the growth without requiring any major changes from our side.
Technical Solution Support Development Engineer at Ericsson Global
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
Prometheus is scalable, with a rating of ten out of ten.
Senior DevOps Engineer at Alibaba Group
 

Stability Issues

Sentiment score
8.0
Coralogix is highly rated for stability and reliability, with occasional minor delays but no significant performance issues.
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
We use it continuously for monitoring and troubleshooting, and we have not faced any major stability issues that impacted our work significantly.
Technical Solution Support Development Engineer at Ericsson Global
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

Coralogix users seek better cost management, AI integration, simpler interfaces, dashboard customization, and improved support for various technical features.
Prometheus-AI requires improvements in query language, user interface, scalability, integration, error handling, affordability, and ease of use.
Coralogix already provides strong capabilities for centralized logging and monitoring, but enhancing these areas would make it even more efficient for large-scale environments in our telecom servers.
Technical Solution Support Development Engineer at Ericsson Global
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
 

Setup Cost

Coralogix offers flexible usage-based pricing with costs from $400-$5,000, emphasizing scalability and cost management for enterprises.
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 offers intuitive UI, real-time logging, AI insights, seamless integrations, and efficient log management for improved troubleshooting and visualization.
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
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
6.5
Number of Reviews
22
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

Arka Sarkar - PeerSpot reviewer
Technical Solution Support Development Engineer at Ericsson Global
Centralized monitoring has transformed telecom troubleshooting and now reduces downtime proactively
Coralogix works well for our needs, but there are a few areas where improvements can be made. One area is querying performance for large-scale data sets. When we are dealing with very high log volumes, some complex queries take time to return results. Improving query speed and optimization would enhance the troubleshooting experience. Another point is the learning curve for advanced features. While basic usage is straightforward, advanced querying and dashboard configurations can take time for new users we are onboarding. We have faced this situation in our organization's domain frequently. More simplified UI options or guided templates would help new team members onboard faster. Additionally, dashboard customization flexibility needs improvement. Although dashboards are useful, having more flexibility in customization would make them even more powerful. An important point is cost optimization. Since log volume is high in our environment, better visibility and control over cost optimization would be beneficial. These are minor improvements overall. Coralogix already provides strong capabilities for centralized logging and monitoring, but enhancing these areas would make it even more efficient for large-scale environments in our telecom servers. Improvements could include query performance, alert noise reduction, and ease of use for advanced features, especially for large-scale environments like ours.
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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Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.
896,202 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
12%
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 Enterprise11
By reviewers
Company SizeCount
Small Business15
Midsize Enterprise8
Large Enterprise13
 

Questions from the Community

What is your experience regarding pricing and costs for Coralogix?
Cost was the only major reason for switching from a different solution.
What needs improvement with Coralogix?
Coralogix can be improved by having better documentation to help new people onboard into this platform and understand the systems, including how they can integrate their cloud provider to better un...
What is your primary use case for Coralogix?
My main use case for Coralogix was that we transferred from DataDog because DataDog was expensive at the time, and we wanted something more cost-effective. The VP of R&D thought Coralogix would...
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.
896,202 professionals have used our research since 2012.