Coralogix vs Prometheus comparison

Coralogix and Prometheus are both solutions in the Application Performance Monitoring (APM) and Observability category. Coralogix is ranked #28 with an average rating of 9.0, while Prometheus is ranked #8 with an average rating of 8.3. Coralogix holds a 0.9% mindshare in APM, compared to Prometheus’s 3.3% mindshare. Additionally, 88% of Coralogix users are willing to recommend the solution, compared to 100% of Prometheus users who would recommend it.

Coralogix

Read 7 Coralogix reviews

1,444 Views
1,102 Comparison Views

88% willing to recommend

Prometheus

Read 34 Prometheus reviews

6,588 Views
5,858 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: January 2025).

Buyer's Guide

Coralogix vs. Prometheus

January 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

28th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Log Management (28th), Security Information and Event Management (SIEM) (32nd), API Management (24th), Streaming Analytics (16th), Anomaly Detection Tools (1st)

Prometheus

Ranking in Application Performance Monitoring (APM) and Observability

8th

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 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 3.3%, 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 offers very good convenience filtering."

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

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

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

"The initial setup is straightforward."

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

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

"I like its lightweight configuration functions."

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

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

"It is a scalable solution."

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

"The feature I found most valuable is the number of integrations. It is the industry standard for metrics."

"It is an efficient solution."

More Prometheus pros

Cons

"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."

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

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

"The documentation of the tool could be improved"

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

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

"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."

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

"There isn’t much clarity regarding the issues that happen at the server end. It is a push model and from the client’s point of view, it needs to look better and solve remote issues."

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

"Its stability could be even better."

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."

"The solution is open source."

"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."

"Prometheus is an open-source solution."

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

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

"The tool is open-sourced."

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

More Prometheus pricing and cost advice

See which vendors are best for you

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Top Industries

By visitors reading reviews

Computer Software Company

16%

Financial Services Firm

11%

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

See all answers

What needs improvement with Coralogix?

Nowadays, tools are often divided into modules. It would be helpful if Coralogix could integrate the main modules that any organization requires into a single subscription. It would streamline the ...

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 12% of the time

New Relic vs Coralogix

Compared 10% of the time

Sentry vs Coralogix

Compared 9% of the time

IBM Security QRadar vs Coralogix

Compared 4% of the time

More Coralogix Competitors

Azure Monitor vs Prometheus

Compared 16% of the time

Zabbix vs Prometheus

Compared 12% of the time

Dynatrace vs Prometheus

Compared 9% of the time

New Relic vs Prometheus

Compared 8% of the time

Apache SkyWalking vs Prometheus

Compared 8% of the time

More Prometheus Competitors

Product Reports

Buyer's Guide

Coralogix

January 2025

Download Coralogix product report

Buyer's Guide

Prometheus

January 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

January 2025

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