Coralogix vs Prometheus comparison

Coralogix and Prometheus 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 is ranked #9 with an average rating of 8.3. Coralogix holds a 0.9% mindshare in APM, compared to Prometheus’s 3.5% mindshare. Additionally, 90% of Coralogix users are willing to recommend the solution, compared to 100% of Prometheus users who would recommend it.

Coralogix

Read 9 Coralogix reviews

1,488 Views
1,137 Comparison Views

90% willing to recommend

Prometheus

Read 34 Prometheus reviews

6,434 Views
5,701 Comparison Views

100% willing to recommend

Coralogix

Prometheus

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Executive SummaryUpdated on Jul 24, 2024

Coralogix and Prometheus are prominent log management and monitoring solutions. Users favor Coralogix for its pricing and customer support, though Prometheus stands out for its flexible querying capabilities.

Features: Coralogix offers machine learning-based anomaly detection, seamless scalability, and proactive insights. Prometheus features a time-series database, flexible querying, and the ability to handle large datasets.

Room for Improvement: Coralogix could improve data visualization, simplify configuration, and add more third-party integrations. Prometheus needs better alerting mechanisms, smoother integration with third-party tools, and more user-friendly alerts.

Ease of Deployment and Customer Service: Coralogix supports easy cloud deployment and excellent customer service. Prometheus, being open-source, requires more manual setup but provides detailed documentation.

Pricing and ROI: Coralogix offers competitive pricing models and a quicker ROI with structured cost plans. Prometheus, as an open-source tool, reduces initial setup costs but may incur hidden costs over time due to maintenance and scalability.

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

Buyer's Guide

Coralogix vs. Prometheus

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 (18th), Anomaly Detection Tools (1st)

Prometheus

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 March 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 is 3.5%, 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

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

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

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

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

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

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

"The solution offers very good convenience filtering."

"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 a scalable solution."

"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."

"The product’s scalability is valuable."

"The solution is useful to collect huge metrics."

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

"The sky is the limit because the solution is a flexible open box that can be used vastly to do anything you need to monitor applications."

"The product is easy to maintain."

More Prometheus pros

Cons

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

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

"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."

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

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

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

"The documentation of the tool could be improved"

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

More Coralogix cons

"The solution's error handling part could be improved."

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

"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."

"Prometheus requires improvement on the query side."

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

"I would like to see improvement in the analysis tools and customization features."

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

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

More Prometheus 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 solution is open source."

"The solution is not expensive."

"The product is free."

"Prometheus is an open-source tool."

"Prometheus is an open-source solution."

"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 product is expensive compared to Datadog."

More Prometheus 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

Datadog vs Coralogix

Compared 29% of the time

Grafana vs Coralogix

Compared 11% of the time

New Relic vs Coralogix

Compared 11% of the time

Sentry vs Coralogix

Compared 9% of the time

Splunk AppDynamics vs Coralogix

Compared 3% of the time

More Coralogix Competitors

Zabbix vs Prometheus

Compared 14% of the time

Azure Monitor vs Prometheus

Compared 13% of the time

Dynatrace vs Prometheus

Compared 8% of the time

Apache SkyWalking vs Prometheus

Compared 8% of the time

Sentry vs Prometheus

Compared 7% of the time

More Prometheus Competitors

Product Reports

Buyer's Guide

Coralogix

March 2025

Download Coralogix product report

Buyer's Guide

Prometheus

February 2025

Download Prometheus 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 specializes in gathering, monitoring, and analyzing logs and metrics. Utilized for data visualization in Grafana, cloud deployments, Kubernetes monitoring, and financial transactions, it provides a comprehensive view of application performance.

Prometheus is widely adopted for its robust metrics collection and scraping capabilities. It integrates seamlessly with Grafana for detailed visualizations and supports installations in cloud environments like Azure and Amazon. Prometheus is especially valued for monitoring Kubernetes deployments and ensuring efficient operation of servers, databases, and microservices. Its open-source nature provides reliability, flexibility, and scalability. Users appreciate its extensive integrations, APIs, and libraries, supporting multiple languages. Prometheus also offers remote writing, dynamic conflict resolution, high availability, and lightweight configuration with detailed documentation.

What are the key features of Prometheus?

Extensive Integrations: Supports APIs and libraries across multiple languages
Metrics Collection: Efficiently handles large amounts of metrics
Scraping Capabilities: Effective data gathering from applications
HTTP Monitoring: Reliable and detailed tracking
Grafana Integration: Seamless dashboards and visualizations
High Availability: Ensures system reliability
Lightweight Configuration: User-friendly setup process
Robust Querying: Advanced data querying and long-term storage integration

What benefits should users look for in reviews?

Holistic Application Performance: Provides a comprehensive view
Scalability: Handles growing amounts of metrics
Flexibility: Adapts to various cloud and on-premises environments
Reliability: Ensures consistent performance
Detailed Documentation: Offers clear guidance for users

Prometheus is extensively used in industries requiring robust monitoring and alerting systems. Financial services leverage it for tracking transactions, while tech companies deploy it for Kubernetes and microservices monitoring. Its scalable and flexible nature makes it a preferred choice for cloud environments, supporting the efficient operation of infrastructure and applications.

Prometheus

Sample Customers

Payoneer, AGS, Monday.com, Capgemini

Information Not Available

Buyer's Guide

Coralogix vs. Prometheus

March 2025

Free Report: Coralogix vs. Prometheus

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