AWS X-Ray vs Coralogix comparison

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AWS X-Ray

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Executive SummaryUpdated on Jul 24, 2024

Coralogix and AWS X-Ray are leading products in the field of application monitoring and logging. Coralogix is appreciated for its pricing and support, while AWS X-Ray is valued for its comprehensive features.

Features: Coralogix offers real-time data analytics, customization options, and a user-friendly interface. AWS X-Ray provides detailed tracing capabilities, seamless integration with other AWS services, and comprehensive monitoring features.

Room for Improvement: Coralogix needs enhancements in scalability, search functionality, and dashboard performance. AWS X-Ray users desire improved usability, wider third-party support, and more intuitive navigation.

Ease of Deployment and Customer Service: Coralogix is known for straightforward deployment and excellent customer support. AWS X-Ray has a more complex deployment process but provides extensive documentation and reliable AWS support.

Pricing and ROI: Coralogix is favored for cost-effectiveness and solid ROI. AWS X-Ray has higher setup costs but justifies them with superior features and high user satisfaction.

To learn more, read our detailed AWS X-Ray vs. Coralogix Report (Updated: December 2025).

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AWS X-Ray vs. Coralogix

December 2025

Helped 881,114 peers since 2012

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

AWS X-Ray

Ranking in Application Performance Monitoring (APM) and Observability

15th

Average Rating

7.8

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Coralogix

Ranking in Application Performance Monitoring (APM) and Observability

21st

Average Rating

8.4

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Log Management (21st), Security Information and Event Management (SIEM) (22nd), API Management (15th), Streaming Analytics (15th), Anomaly Detection Tools (1st), AI Observability (18th)

Mindshare comparison

As of January 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 2.0%, down from 3.4% compared to the previous year. The mindshare of Coralogix is 1.1%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Market Share Distribution
Product	Market Share (%)
AWS X-Ray	2.0%
Coralogix	1.1%
Other	96.9%

Application Performance Monitoring (APM) and Observability

Featured Reviews

Muhmad Tabrez A Deewanji

Lead Software Engineer at a tech services company with 1,001-5,000 employees

Improving performance through efficient trace metrics and data insights

As an application developer and architect, I appreciate AWS X-Ray for checking latency and identifying bottlenecks. I use it for performance tuning, conducting performance testing on applications, getting real-time traces, and gaining data insights. It helps in improving throughput and tuning infrastructure. The trace metrics and data collected provide valuable insights.

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Naveenkumar Lakshman

Presales Engineer at Crayon AS

Centralized monitoring has improved real-time issue tracking and reduced root cause analysis time

One of the best features that Coralogix offers is that it is integration friendly. I can seamlessly work with different cloud providers including AWS, Azure, and GCP. I can monitor Kubernetes or Docker platforms as well, and I can integrate with the DevOps chain including Jenkins and all infrastructure code, Terraform, or Ansible. Coralogix has positively impacted my organization by providing a centralized console to monitor the dashboard, giving me rich flexibility to see different sorts of data that is spread across the logs, metrics, or traces, which are the typical pillars of the observability tool. I have the interface where I can use the drag-and-drop feature, and I can create different types of charts. Mainly, I have the line charts and time series ones that I generally use in many use cases, gauges, tables, pie charts, or markdown widgets. These are the ones generically available, and I can switch between the visualization types. I am getting the underlying query in that and can import and export dashboards built upon the JSON format. I can have my own APIs integrated with my dashboards as well, such as with Terraform, which is useful for scaling across my environments. Regarding root cause analysis, mainly what I can do is correlate across all of the layers because the main logs that I work on are storage-related, including CIFS, NFS, SAN traffic, and the metrics including storage, throughput, or VM resource usage. Being able to view logs, metrics, or traces available, I get all of these in one place, and I can do root cause analysis much quicker.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The most promising feature of AWS X-Ray is that you can debug the issues through the proper logs. You can also get an analysis out of the logs for some use cases, though I have yet to try all the features of AWS X-Ray."

"AWS X-Ray's endpoints and user monitoring are considered the most valuable features."

"AWS X-Ray shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."

"The error analysis capabilities of X-Ray are really good."

"The most beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."

"I would give AWS X-Ray a nine out of ten overall."

"The most important one is compliance. We're able to achieve our regulatory levels. We're able to achieve the security level that we need for the federal government."

"AWS X-Ray is a strong solution and has a smooth integration process."

More AWS X-Ray pros

"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."

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

"In my experience, the best feature Coralogix offers is that the dashboard is pretty good."

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

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

More Coralogix pros

Cons

"If you have a small team, it's probably overkill."

"AWS X-Ray should improve its implementation process to make it easier for developers."

"I do not have any notes in terms of improvements."

"It should have X-Ray SDKs for different languages like Node.js, Python, or Java."

"Like most Amazon products, the user interface, configuration, and tuning aren't the easiest. That's the biggest reason why people tend to go to products like TerraForm and Terragrunt. We use TerraForm and Terragrunt. So, for setting things up and interacting with X-Ray, it's definitely the user interface that can be better."

"Sometimes, the collector agents are confusing to configure initially."

"They can improve how traces are sent to other providers."

"Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts."

More AWS X-Ray cons

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

"In terms of documentation, I think there can be more user-friendly documentation that stresses more on day-to-day issues."

"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."

"Coralogix's dashboard and search capabilities do not help me in any particular way."

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

"The documentation of the tool could be improved"

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

More Coralogix cons

Pricing and Cost Advice

"The pricing for AWS X-Ray is a six out of ten."

"The solution is a bit expensive."

"As you develop a relationship with Amazon, your pricing gets lower. You get credits for the amount of the system you use, and then if you're the government, you can get government pricing. For commercial users, there's a hump when you go from small to medium to big enterprise. Small businesses can live pretty easily off the free tier in a lot of cases, but when you go from a medium to a big enterprise, it becomes more expensive on a per-user basis. I'd like to see that curve going in a different way where pricing can be driven down while people are trying to adopt the technology."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

14%

Manufacturing Company

Comms Service Provider

Financial Services Firm

10%

Computer Software Company

10%

Manufacturing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Large Enterprise	3

By reviewers
Company Size	Count
Small Business	8
Midsize Enterprise	2
Large Enterprise	5

Questions from the Community

What is your experience regarding pricing and costs for AWS X-Ray?

While I have not compared it with GCP or Azure ( /products/microsoft-azure-reviews ), AWS generally offers cost-effective services. Some services, like Athena ( /products/odyssey-software-athena-eo...

What needs improvement with AWS X-Ray?

The challenges we faced with AWS X-Ray were that some of the AWS services we were using did not support it, which we discovered at a later stage. This was potentially a design consideration we shou...

What is your primary use case for AWS X-Ray?

I have been using AWS X-Ray for creating insights to our applications we have developed. It is used to correlate different services in AWS when a transaction happens, allowing us to see the flow of...

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.

What is your experience regarding pricing and costs for Coralogix?

To monitor and manage costs associated with Coralogix, I analyze my trend, looking at how the data is being ingested. Generally, it is charged based on what we store, and therefore there are certai...

What needs improvement with Coralogix?

I think Coralogix can be improved with flexible dashboards. Creating specific views, such as saving a dev environment as a separate view rather than adding filters every time, would be great.

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Product Reports

Download AWS X-Ray product report

AWS X-Ray

January 2026

Download Coralogix product report

January 2026

Overview

AWS X-Ray is a powerful debugging and performance analysis tool offered by Amazon Web Services. It allows developers to trace requests made to their applications and identify bottlenecks and issues.

With X-Ray, developers can visualize the entire request flow and pinpoint the exact location where errors occur. It provides detailed insights into the performance of individual components and helps optimize the overall application performance.

X-Ray integrates seamlessly with other AWS services, making it easy to trace requests across different services and identify dependencies. It also offers a comprehensive set of APIs and SDKs, enabling developers to instrument their applications and capture valuable data for analysis. With its user-friendly interface and powerful features, AWS X-Ray is a valuable tool for developers looking to improve the performance and reliability of their applications.

Amazon Web Services (AWS)

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.

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow

Payoneer, AGS, Monday.com, Capgemini