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: July 2025).

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AWS X-Ray vs. Coralogix

July 2025

Helped 865,384 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

16th

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

22nd

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Log Management (21st), Security Information and Event Management (SIEM) (23rd), API Management (16th), Streaming Analytics (13th), Anomaly Detection Tools (1st)

Mindshare comparison

As of August 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 3.1%, down from 3.4% compared to the previous year. The mindshare of Coralogix is 1.1%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

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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Jorge Florez

Head SRE Latam at PayU

SaaS platform used by developers to store and conveniently search for logs

If a company has the budget and the log service is critical for them, I would say use Coralogix. It is a very good service for that. I would rate Coralogix an eight out of ten. It is an excellent service for storing logs for a long time. The capacity is unlimited for unindexed logs. The cost model is also very efficient because you pay for the ingested data per month. This can be compared to a solution like New Relic where you have to pay it upfront and cannot limit the data ingestion. Coralogix provides an easy way to search for logs and to visualize them. This a great feature because developers are constantly looking for or browsing logs.

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

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

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

"AWS X-RAY identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."

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

"It is a very scalable solution."

"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 solution has made it easier for us to trace the problems that we have with our requests and to monitor the timing of each step in each request we do in our endpoints."

More AWS X-Ray pros

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

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

"The solution offers very good convenience filtering."

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

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

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

"The initial setup is straightforward."

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

More Coralogix pros

Cons

"A significant downside is that it is very expensive."

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

"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."

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

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

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

"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."

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

More AWS X-Ray cons

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

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

"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."

"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."

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

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

"The documentation of the tool could be improved"

"The customizable dashboards haven't really helped with my company's efficiency at all, and I think there's room for improvement."

More Coralogix cons

Pricing and Cost Advice

"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."

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

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

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

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

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Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.

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865,384 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

16%

Computer Software Company

16%

Manufacturing Company

Comms Service Provider

Financial Services Firm

11%

Computer Software Company

11%

Manufacturing Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about AWS X-Ray?

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

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?

AWS X-Ray should improve its implementation process to make it easier for developers. The current manual instrumentation is challenging compared to the almost automatic instrumentation of other pro...

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?

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.

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 ...

Google Cloud's operations suite (formerly Stackdriver) vs AWS X-Ray

Comparisons

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Compared 21% of the time

Sentry vs AWS X-Ray

Compared 19% of the time

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New Relic vs AWS X-Ray

Compared 9% of the time

Azure Monitor vs AWS X-Ray

Compared 8% of the time

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Datadog vs Coralogix

Compared 25% of the time

New Relic vs Coralogix

Compared 10% of the time

Grafana vs Coralogix

Compared 9% of the time

Elastic Search vs Coralogix

Compared 7% of the time

Sentry vs Coralogix

Compared 6% of the time

More Coralogix Competitors

Product Reports

Download AWS X-Ray product report

AWS X-Ray

August 2025

Download Coralogix product report

August 2025

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