Coralogix vs Prometheus Group comparison

Coralogix and Prometheus Group are both solutions in the Application Performance Monitoring (APM) and Observability category. Coralogix is ranked #33 with an average rating of 8.0, while Prometheus Group is ranked #9 with an average rating of 8.3. Coralogix holds a 0.9% mindshare in APM, compared to Prometheus Group’s 3.4% mindshare. Additionally, 90% of Coralogix users are willing to recommend the solution, compared to 100% of Prometheus Group users who would recommend it.

Coralogix

Read 9 Coralogix reviews

1,527 Views
1,157 Comparison Views

90% willing to recommend

Prometheus Group

Read 34 Prometheus Group reviews

6,297 Views
5,601 Comparison Views

100% willing to recommend

Coralogix

Prometheus Group

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Executive SummaryUpdated on Mar 3, 2025

Coralogix and Prometheus Group offer solutions in data analytics and asset management. While Coralogix stands out in data handling, Prometheus Group holds a competitive edge in feature offerings, justifying its higher price point.

Features: Coralogix provides advanced real-time logging, analytics, and security insights critical for complex data environments. It enables precise data querying, effortless integration of APIs and libraries, and detailed logging insights. Prometheus Group excels in optimizing asset performance and workflow management, offering comprehensive tools for maintenance and asset lifecycle management, along with a flexible querying capability for effective monitoring.

Room for Improvement: Coralogix could expand its usage beyond tech experts to be more intuitive for novice users. Enhancements in report customization might broaden its appeal. Additionally, expanding integration options could further streamline operations. Prometheus Group could improve its deployment simplicity to reduce setup complexity. Broadening its customer support availability might enhance the integration process, while reducing upfront costs would make it more accessible to smaller enterprises.

Ease of Deployment and Customer Service: Coralogix offers a seamless cloud-based deployment with quick integration options and reliable customer support. Its straightforward setup makes it favorable for immediate use. Prometheus Group, however, involves a complex deployment process, but its dedicated service teams ensure successful implementation, making it suitable for long-term strategic deployments.

Pricing and ROI: Coralogix features competitive pricing with a favorable ROI, owing to its cost-effective setup and strong analytics capabilities. In contrast, Prometheus Group’s higher-upfront cost is justified by significant ROI through its extensive asset management functionalities. Coralogix is noted for affordability, while Prometheus Group's higher cost reflects its superior feature set.

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

Buyer's Guide

Coralogix vs. Prometheus Group

March 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

33rd

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Log Management (39th), Security Information and Event Management (SIEM) (42nd), API Management (29th), Streaming Analytics (19th), Anomaly Detection Tools (1st)

Prometheus Group

Ranking in Application Performance Monitoring (APM) and Observability

9th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of April 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Coralogix is 0.9%, up from 0.6% compared to the previous year. The mindshare of Prometheus Group is 3.4%, down from 3.6% 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 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."

"The solution offers very good convenience filtering."

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

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

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

"The initial setup is straightforward."

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

More Coralogix pros

"Prometheus is a great solution for monitoring."

"It is an efficient solution."

"The most valuable features of Prometheus for metrics collection and monitoring are its stability, robustness, and rich set of features."

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

"The most valuable feature of Prometheus is the ease of pulling the metrics."

"The resilience of the solution's metric collection is very nice."

"Prometheus is a scalable and flexible tool that I can deploy on any cloud platform."

"The solution is useful to collect huge metrics."

More Prometheus Group pros

Cons

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

"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 documentation of the tool could be improved"

"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."

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

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

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

More Coralogix cons

"The simplicity of the query language could be improved. The current query language is not easy to work with."

"If you want to collect details of metrics, you should be able to write a query for it directly. I want the product to offer better queries for the metrics."

"Prometheus requires improvement on the query side."

"Prometheus' UI color can improve. Using the Prometheus UI for configuration or analyzing queries is a horrible experience."

"Lacks the ability to clusterize."

"Improvements could be made to the user interface."

"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."

"There is a tool called Prometheus Exporter that doesn't work well."

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

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

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

"This is an open-source solution."

"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."

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

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

"Prometheus is an open-source solution."

"The solution is open source."

More Prometheus Group pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

16%

Financial Services Firm

10%

Healthcare Company

Manufacturing Company

Financial Services Firm

26%

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?

We need to reduce the number of logs generated by our system, which are substantial. We require some form of grouping or categorization of logs to identify them better. Additionally, we find that t...

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

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Compared 29% of the time

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Compared 10% of the time

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Compared 10% of the time

Sentry vs Coralogix

Compared 8% of the time

Splunk AppDynamics vs Coralogix

Compared 4% of the time

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Zabbix vs Prometheus Group

Compared 15% of the time

Azure Monitor vs Prometheus Group

Compared 12% of the time

Dynatrace vs Prometheus Group

Compared 9% 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

March 2025

Download Coralogix product report

Buyer's Guide

Prometheus Group

March 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

March 2025

Free Report: Coralogix vs. Prometheus Group

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