Coralogix vs Prometheus-AI Platform comparison

The compared Coralogix and Prometheus Group solutions aren't in the same category. Coralogix is ranked #20 in APM , with an average rating of 8.2, and holds a 1.1% mindshare in the category. Prometheus Group is ranked #2 in EAM , with an average rating of 8.5. Additionally, 92% of Coralogix users are willing to recommend the solution, compared to 100% of Prometheus Group users who would recommend it.

Coralogix

Read 11 Coralogix reviews

2,838 Views
1,589 Comparison Views

92% willing to recommend

Prometheus-AI Platform

Read 34 Prometheus-AI Platform reviews

4,877 Views
0 Comparison Views

100% willing to recommend

Coralogix

Prometheus-AI Platform

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Executive SummaryUpdated on Sep 21, 2025

Coralogix and Prometheus-AI Platform are leading competitors in the advanced observability and monitoring space. Although Coralogix is strong in log analytics and real-time processing, Prometheus-AI Platform holds an advantage due to its broader AI-driven insights, offering more comprehensive features.

Features: Coralogix provides robust log analytics, efficient anomaly detection, and seamless infrastructure integration. Prometheus-AI Platform offers advanced AI-driven insights, predictive analytics, and diverse use case support through numerous integrations. Despite both having valuable features, Prometheus-AI's AI capabilities give it a competitive advantage.

Room for Improvement: Coralogix could enhance its AI-driven features and expand its integration options to support more diverse use cases. Additionally, offering a wider range of predictive analytics tools would be beneficial. Prometheus-AI Platform might improve its cost structure to be more competitive. Further enhancements in user interface and simplification of setup procedures could aid users, particularly those without technical expertise.

Ease of Deployment and Customer Service: Coralogix offers easy deployment and extensive customer support, ensuring a quick setup and hands-on assistance. Prometheus-AI Platform also provides straightforward deployment, with a focus on proactive issue resolution and AI-driven recommendations. While both platforms excel, Prometheus-AI's AI-enhanced support differentiates its deployment model.

Pricing and ROI: Coralogix features an attractive pricing structure, offering strong ROI with its cost-effective solutions. In contrast, Prometheus-AI Platform's higher initial costs are offset by extensive features that promise greater long-term ROI. The superior feature set of Prometheus-AI makes its costs worthwhile for users seeking comprehensive operational insights and strategic benefits.

To learn more, read our detailed Coralogix vs. Prometheus-AI Platform Report (Updated: September 2025).

Buyer's Guide

Coralogix vs. Prometheus-AI Platform

September 2025

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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

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (20th), Log Management (21st), Security Information and Event Management (SIEM) (23rd), API Management (15th), Streaming Analytics (14th), Anomaly Detection Tools (1st)

Prometheus-AI Platform

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Data Scrubbing Software (2nd), ERP (11th), Enterprise Asset Management (EAM) (2nd)

Featured Reviews

Jorge Florez

Head SRE Latam at PayU

SaaS platform used by developers to store and conveniently search for logs

If a company has the budget and the log service is critical for them, I would say use Coralogix. It is a very good service for that. I would rate Coralogix an eight out of ten. It is an excellent service for storing logs for a long time. The capacity is unlimited for unindexed logs. The cost model is also very efficient because you pay for the ingested data per month. This can be compared to a solution like New Relic where you have to pay it upfront and cannot limit the data ingestion. Coralogix provides an easy way to search for logs and to visualize them. This a great feature because developers are constantly looking for or browsing logs.

Read full review

MuhammadAzhar Khan

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.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The solution offers very good convenience filtering."

"The overall stability and reliability of Coralogix are excellent, and I rarely encounter issues."

"The most valuable feature of Coralogix is that it is a very good vendor for metrics."

"A non-tech person can easily get used to it."

"Numerous data monitoring tools are available, but Coralogix somehow fine-tunes our policies and effectively supports our teams."

"The initial setup is straightforward."

"The log monitoring is good, and the dashboards that we create are beneficial."

"For now, we have not experienced any stability issues."

More Coralogix pros

"The scalability of Prometheus is very good."

"The product's initial setup phase is very easy."

"The most valuable feature of Prometheus is its ability to collect metrics."

"The most valuable feature is that we can receive information in different formats."

"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."

"Prometheus gives us high availability automatically."

"The best thing about Prometheus is its integration."

"The solution offers an easy way to install and scratch values."

More Prometheus-AI Platform pros

Cons

"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."

"The customizable dashboards haven't really helped with my company's efficiency at all, and I think there's room for improvement."

"Coralogix should have some AI capabilities to auto-detect anomalies and provide suggestions."

"The user interface is not intuitive, especially when first onboarding, and improvements could be made here."

"From my experience, Coralogix has horrible Terraform providers."

"Maybe they could make it more user-friendly."

"The features we were missing in the past were related to the way we see our metrics and aggregate our data."

"The documentation of the tool could be improved"

More Coralogix cons

"Its documentation could be clearer to understand."

"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."

"If you are not quite technical, it can be pretty hard to understand the way it works and how to query data in Prometheus."

"Its stability could be even better."

"Prometheus requires improvement on the query side."

"The interface is not particularly user-friendly and that could be improved."

"The primary area where Prometheus could be improved is in terms of pricing, particularly when used with managed services."

"Prometheus can be initially difficult for users since it has its query language, PromQL. The minimalistic interface is complicated to understand. They need to improve their interface so that users who don't know PromQL can also use it. You can only leverage the tool when you know PromQL."

More Prometheus-AI Platform cons

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."

"The platform has a reasonable cost. I rate the pricing a three out of ten."

"We are paying roughly $5,000 a month."

"The tool is open-sourced."

"This is an open-source solution."

"We have the open-source version, so we don't pay for it."

"Prometheus is available as an open-source product."

"The solution is not expensive."

"Prometheus is an open-source tool."

"The price of Prometheus is good, it is affordable because it is open source and there is no cost to it. You put it on your own server and the costs incurred completely depend on how you set it up."

"The solution is free of cost."

More Prometheus-AI Platform pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Computer Software Company

Manufacturing Company

Healthcare Company

Financial Services Firm

24%

Computer Software Company

14%

Manufacturing Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	1
Large Enterprise	4

By reviewers
Company Size	Count
Small Business	14
Midsize Enterprise	8
Large Enterprise	12

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.

See all answers

What is your experience regarding pricing and costs for Coralogix?

The pricing is expensive. We need to reduce logs to manage costs. Despite the expense, I believe it is worth the money to have Coralogix as a tool.

See all answers

What needs improvement with Coralogix?

Change might not be the correct word, but with every service, there is always room to improve. They are improving their services daily and deploy new features. When we had missing features that we ...

See all answers

What do you like most about Prometheus?

The most valuable feature of Prometheus is its ability to collect metrics.

See all answers

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.

See all answers

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.

See all answers

Comparisons

Datadog vs Coralogix

Compared 23% of the time

New Relic vs Coralogix

Compared 11% of the time

Grafana vs Coralogix

Compared 9% of the time

Logz.io vs Coralogix

Compared 7% of the time

LogRhythm SIEM vs Coralogix

Compared 3% of the time

More Coralogix Competitors

Zabbix vs Prometheus-AI Platform

Compared 9% of the time

Azure Monitor vs Prometheus-AI Platform

Compared 7% of the time

Apache SkyWalking vs Prometheus-AI Platform

Compared 7% of the time

Dynatrace vs Prometheus-AI Platform

Compared 7% of the time

Sentry vs Prometheus-AI Platform

Compared 7% of the time

More Prometheus-AI Platform Competitors

Product Reports

Buyer's Guide

Coralogix

October 2025

Download Coralogix product report

Buyer's Guide

Prometheus-AI Platform

September 2025

Download Prometheus-AI Platform product report

Also Known As

No data available

Utopia Data Quality

Overview

Coralogix is a stateful streaming data platform that provides real-time insights and long-term trend analysis with no reliance on storage or indexing, solving the monitoring challenges of data growth in large-scale systems.

Ingest log, metric, and security data from any source for a single, centralized platform to monitor and alert on your applications. As data is ingested, Coralogix instantly narrows millions of events down to common patterns for deeper insights and faster troubleshooting. Proactive data storage optimization enables up to 70% savings on monitoring costs with better performance.

Coralogix

Prometheus-AI Platform offers flexible solutions for collecting, visualizing, and comparing metrics, appreciated for its scalability, rich integrations, and open-source adaptability.

Prometheus-AI Platform provides a reliable framework for monitoring and analyzing metrics across diverse environments. With extensive API support, it supports data collection, querying, and visualization, integrating seamlessly with tools like Grafana. High availability, scalability, and lightweight configuration make it suitable for traditional and microservice environments, while community support enhances its utility. Though its query language and interface require improvements for better ease of use, and with calls for stronger integration options, the platform remains a leading choice for comprehensive metric analysis.

What are Prometheus-AI Platform's main features?

Flexibility: Adaptable to various environments and needs.
Grafana Integration: Enables detailed dashboard visualizations.
Scalability: Efficient in scaling to meet large data demands.
API Support: Extensive API capabilities for custom solutions.
Open-source: Community support and continual adaptation.
Lightweight Configuration: Simplifies deployment and management.
Query and Storage: Powerful capabilities for effective metric handling.

What benefits should users consider when evaluating Prometheus-AI Platform?

Performance Insights: Accurate metric analysis boosts performance tracking.
Comprehensive Monitoring: Offers full visibility into infrastructure and applications.
Customization: API and open-source flexibility for tailored solutions.
Community Support: Benefits from a broad support network.
Cost-effectiveness: Efficient handling of data reduces operational expenses.

Companies leverage Prometheus-AI Platform across various industries, utilizing it to monitor and analyze metrics from applications and infrastructure. It is extensively used in financial services and IT sectors for collecting, scraping logs, and monitoring Kubernetes deployments. Deployed both on-premise and in cloud environments like Azure and Amazon, it supports system and application metrics analysis, ensuring a comprehensive view for developers.

Prometheus Group

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

Buyer's Guide

Coralogix vs. Prometheus-AI Platform

September 2025

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