Coralogix vs Prometheus Group comparison

Coralogix and Prometheus Group are both solutions in the Application Performance Monitoring (APM) and Observability category. Coralogix is ranked #21 with an average rating of 8.2, while Prometheus Group is ranked #10 with an average rating of 8.4. Coralogix holds a 1.0% mindshare in APM, compared to Prometheus Group’s 3.0% 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

1,538 Views
689 Comparison Views

92% willing to recommend

Prometheus Group

Read 34 Prometheus Group reviews

5,629 Views
4,333 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: June 2025).

Buyer's Guide

Coralogix vs. Prometheus Group

June 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

21st

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Log Management (20th), Security Information and Event Management (SIEM) (22nd), API Management (16th), Streaming Analytics (12th), 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 July 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Coralogix is 1.0%, up from 0.6% compared to the previous year. The mindshare of Prometheus Group is 3.0%, 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

reviewer1915599

VP of Engineering at a financial services firm with 51-200 employees

Good capabilities, has a helpful interface and is straightforward to set up

We have asked for a couple of features from the company already. What typically happens is a lot of people - and developers are one of the biggest consumers of this product - go to this product to optimize their investigation process and specific configurations. That increases our data flow at times, so the cost changes. And a lot of changes happen due to that. We have asked the company to auto-revert the changes after a while so that the system works typically. 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.

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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

"The solution is easy to use and to start with."

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

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

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

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

"The solution offers very good convenience filtering."

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

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

More Coralogix pros

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

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

"The solution is useful to collect huge metrics."

"Prometheus provides a flexible and adjustable querying and describing time, allowing for more responsive monitoring."

"It is a scalable solution."

"The best thing about Prometheus is its integration."

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

"The solution can be deployed in thirty minutes."

More Prometheus Group pros

Cons

"The documentation of the tool could be improved"

"It would be helpful if Coralogix could integrate the main modules that any organization requires into a single subscription."

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

"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."

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

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

"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."

More Coralogix cons

"Prometheus can definitely improve its visualization. For example, the matrices represented in Prometheus do not have a very good visualization on their dashboard."

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

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

"The scalability must be improved."

"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."

"The query language in Prometheus is an area of concern where improvements are required."

"The product must improve its documentation."

"One potential area for improvement would be fixing the occasional glitches and bugs."

More Prometheus Group cons

Pricing and Cost Advice

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

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

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

"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 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 open source."

"Prometheus is an open-source solution."

"The product is expensive compared to Datadog."

"The tool is open-sourced."

"The solution is not expensive."

"The solution is free of cost."

"Prometheus is an open-source tool."

More Prometheus Group pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

12%

Financial Services Firm

11%

Manufacturing Company

Healthcare Company

Financial Services Firm

24%

Computer Software Company

15%

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 29% of the time

New Relic vs Coralogix

Compared 11% of the time

Grafana vs Coralogix

Compared 10% of the time

Elastic Search vs Coralogix

Compared 8% of the time

Logz.io vs Coralogix

Compared 3% of the time

More Coralogix Competitors

Zabbix vs Prometheus Group

Compared 13% of the time

Azure Monitor vs Prometheus Group

Compared 10% of the time

Dynatrace vs Prometheus Group

Compared 8% of the time

Apache SkyWalking vs Prometheus Group

Compared 8% of the time

Sentry vs Prometheus Group

Compared 8% of the time

More Prometheus Group Competitors

Product Reports

Buyer's Guide

Coralogix

June 2025

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Buyer's Guide

Prometheus Group

June 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

June 2025

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