Coralogix vs Prometheus Group comparison

Coralogix and Prometheus Group are both solutions in the Application Performance Monitoring (APM) and Observability category. Coralogix is ranked #22 with an average rating of 8.2, while Prometheus Group is ranked #10 with an average rating of 8.4. Coralogix holds a 1.1% mindshare in APM, compared to Prometheus Group’s 2.9% mindshare. 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

2,603 Views
1,536 Comparison Views

92% willing to recommend

Prometheus Group

Read 34 Prometheus Group reviews

5,321 Views
5,268 Comparison Views

100% willing to recommend

Coralogix

Prometheus Group

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Executive SummaryUpdated on Jun 8, 2025

Coralogix and Prometheus Group compete in the data management and analysis space. Coralogix appears to have the upper hand with its diverse feature set, while Prometheus Group is favored for its deployment and customer service offerings.

Features: Coralogix provides advanced log analytics, real-time insights, and machine learning-driven anomaly detection. Prometheus Group specializes in asset management, process optimization, and comprehensive reporting. Coralogix is known for innovative data analysis features, whereas Prometheus offers robust asset management capabilities.

Room for Improvement: Coralogix could improve its customer support options and enhance its deployment models for more comprehensive assistance. Its setup, while straightforward, might benefit from more detailed documentation. Prometheus Group might work on reducing its setup costs and simplify its process optimization tools. The asset management interface could be streamlined for easier use by non-technical users.

Ease of Deployment and Customer Service: Prometheus Group excels with an extensive deployment model and excellent customer service. Its support is robust, aiding companies seeking in-depth implementation assistance. While Coralogix is efficient in deployment, it offers less comprehensive support compared to Prometheus.

Pricing and ROI: Coralogix offers competitive pricing focused on delivering high ROI through efficient data analysis. It prioritizes affordability and effective data handling. In contrast, Prometheus Group has higher setup costs but compensates with significant long-term value in asset management. It justifies its pricing with a strong focus on asset management capabilities.

To learn more, read our detailed Coralogix vs. Prometheus Group Report (Updated: July 2025).

Buyer's Guide

Coralogix vs. Prometheus Group

July 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

Ranking in Application Performance Monitoring (APM) and Observability

22nd

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Log Management (21st), Security Information and Event Management (SIEM) (23rd), API Management (16th), Streaming Analytics (13th), Anomaly Detection Tools (1st)

Prometheus Group

Ranking in Application Performance Monitoring (APM) and Observability

10th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of August 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Coralogix is 1.1%, up from 0.6% compared to the previous year. The mindshare of Prometheus Group is 2.9%, down from 3.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

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.

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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

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

"The best feature of this solution allows us to correlate logs, metrics and traces."

"Coralogix scales well, and I will rate it nine out of ten."

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

"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."

"The initial setup is straightforward."

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

More Coralogix pros

"Stability-wise, I rate the solution a ten out of ten."

"Prometheus gives us high availability automatically."

"The most valuable features of Prometheus are the many functions available. The functions are helpful for understanding the behavior of applications and infrastructure."

"The scalability of Prometheus is very good."

"It is highly valuable as it serves as the foundation for our infrastructure monitoring tools."

"The product has an easy-to-understand interface."

"Prometheus is a great solution for monitoring."

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

More Prometheus Group pros

Cons

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

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

"Coralogix should have some AI capabilities to auto-detect anomalies and provide suggestions. The increasing volume of data and the resulting bandwidth charges are concerns."

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

"The user interface could be more intuitive and explanatory."

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

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

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

More Coralogix cons

"The solution has shortcomings regarding security monitoring-oriented features to support custom use cases, like out-of-the-box test scenarios and threat-related use cases of its users."

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

"The setup could be made easier for new users because it requires a bit of advance knowledge or experience."

"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."

"The initial setup of Prometheus is complex and rated one out of five in ease of setup."

"There is a need for a more comprehensive overview of exporters, especially when dealing with many of them."

More Prometheus Group cons

Pricing and Cost Advice

"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 cost of the solution is per volume of data ingested."

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

"The solution is open source."

"My company uses the open-source version of the product."

"The product is free."

"The tool is open-sourced."

"We use the solution's open-source version."

"The product is expensive compared to Datadog."

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

"Prometheus is an open-source solution."

More Prometheus Group pricing and cost advice

See which vendors are best for you

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Computer Software Company

11%

Manufacturing Company

Healthcare Company

Financial Services Firm

23%

Computer Software Company

14%

Manufacturing Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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 25% of the time

New Relic vs Coralogix

Compared 10% of the time

Grafana vs Coralogix

Compared 9% of the time

Elastic Search vs Coralogix

Compared 7% of the time

Splunk AppDynamics vs Coralogix

Compared 3% of the time

More Coralogix Competitors

Zabbix vs Prometheus Group

Compared 12% of the time

Azure Monitor vs Prometheus Group

Compared 9% of the time

Dynatrace vs Prometheus Group

Compared 8% of the time

Apache SkyWalking vs Prometheus Group

Compared 7% of the time

Sentry vs Prometheus Group

Compared 7% of the time

More Prometheus Group Competitors

Product Reports

Buyer's Guide

Coralogix

August 2025

Download Coralogix product report

Buyer's Guide

Prometheus Group

August 2025

Download Prometheus Group product report

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 Group specializes in robust monitoring and observability, offering comprehensive data collection, analysis, and visualization across cloud and on-premise environments. Its integration with tools like Python, Java, and Kubernetes enables users to track metrics efficiently.

Prometheus Group provides an open-source, customizable platform focused on flexibility and reliability. Its integration with Grafana enhances data visualization while supporting complex infrastructures for improved productivity. Users rely on its scalable architecture for effective monitoring and observability, aiding performance analytics and alerting. Despite its strengths, challenges with its query language and interface usability persist, along with a need for simpler setup. Enhancing documentation and reporting capabilities remains essential for broader adoption, especially among less technical users.

What are the standout features of Prometheus Group?

Integration with Python, Java, and Kubernetes: Provides seamless metric collection and analysis.
Log Comparison Dashboard: Enables efficient comparison for better insights.
Flexible Exporters: Gathers diverse data for comprehensive monitoring.
Lightweight Configuration: Ensures easy deployment and management.
Grafana Integration: Facilitates advanced data visualization.

What benefits or ROI should users expect?

Scalability: Adapts to rapidly changing environments and infrastructure demands.
Community Support: Benefits from continuous open-source community improvements.
Enhanced Productivity: Improves system performance analytics and alerting efficiency.
Comprehensive Monitoring: Provides detailed insights into server health and resource usage.

Prometheus Group is widely implemented across industries like cloud services and IT infrastructure. Organizations monitor infrastructure, applications, and databases, utilizing its capabilities for system scalability and health checks within Azure and Amazon ecosystems. Its integration with Kubernetes supports performance monitoring and ensures reliable data analytics, fostering comprehensive metric tracking.

Prometheus Group

Sample Customers

Payoneer, AGS, Monday.com, Capgemini

Information Not Available

Buyer's Guide

Coralogix vs. Prometheus Group

July 2025

Free Report: Coralogix vs. Prometheus Group

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