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AWS X-Ray vs New Relic comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jul 24, 2024

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
11
Ranking in other categories
No ranking in other categories
New Relic
Ranking in Application Performance Monitoring (APM) and Observability
4th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
163
Ranking in other categories
Network Monitoring Software (8th), IT Infrastructure Monitoring (8th), IT Operations Analytics (3rd), Mobile APM (3rd), Cloud Monitoring Software (5th), AIOps (4th)
 

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 New Relic is 4.1%, down from 7.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
New Relic4.1%
AWS X-Ray2.0%
Other93.9%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Muhmad Tabrez A Deewanji - PeerSpot reviewer
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.
ArjunSharma - PeerSpot reviewer
Senior Software Engineer at a computer software company with 1,001-5,000 employees
Continuous monitoring has improved incident response and supports data driven performance tuning
For our end-to-end use case, New Relic is completely satisfactory, and we extensively rely on its features for our day-to-day life. I would like to have more AI and ML-based suggestions and algorithms from New Relic, and while the New Relic dashboards and UI are customizable, they can sometimes lead to a clumsy behavior. A smart AI assistance to organize our dashboards and explain features and functionalities can be a wish-to-have feature to help us leverage what New Relic offers. As I mentioned earlier regarding wish-to-have features, New Relic can improve by incorporating more AI insights. When there is a component or UI customization, having a smart AI agent to guide users on customizing New Relic would significantly ease the process. This helps users who possess a technology-specific skill set and might find a learning curve overwhelming when using complex applications like New Relic or other performance-related tools.

Quotes from Members

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

Pros

"AWS X-Ray is a strong solution and has a smooth integration process."
"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 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."
"The most beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."
"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."
"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."
"The best feature of AWS X-Ray is the ability to correlate data out of the box, ensuring that if one service calls another service, it will provide a full flow of what has happened without needing to build or develop anything around it."
"I would give AWS X-Ray a nine out of ten overall."
"It has helped my organization to dive deeper into the application using the APM module is very helpful."
"It gives insights to non-technical people about what technical issues are most important, how much it impacts customers, and potentially, where we should be targeting our development teams when they have time."
"Working with the solution is very easy. It's user-friendly."
"It is stable and scalable."
"As New Relic is already integrated with Drupal, we can get our projects done with best practice and with the best value that we believe in."
"What I like best about New Relic APM is its user interface because it's simple. The most valuable feature of New Relic APM is end-to-end monitoring."
"The simplicity of the dashboard is very good."
"Support for plug-ins (RMQ, Redis etc.) is a valuable feature."
 

Cons

"I do not have any notes in terms of improvements."
"Sometimes, the collector agents are confusing to configure initially."
"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."
"What needs to be better in AWS X-Ray is the log filtering. Predefined filters could be helpful because the power of analytics comes from how you can filter the data. I also want to see more KPIs from AWS X-Ray."
"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."
"It should have X-Ray SDKs for different languages like Node.js, Python, or Java."
"If you have a small team, it's probably overkill."
"A significant downside is that it is very expensive."
"I would like to see the company implement the AI auto-baseline feature which Dynatrace has."
"The solution needs to have staging."
"New Relic APM is a good tool, and it has a database of failures, but it could use a list of customer-specific failures. New Relic APM should be able to give my company advanced analytics through AI."
"The solution could improve by having more network monitoring features, such as for all the infrastructure."
"We would like a dashboard feature to be created for this product. This would allow us to monitor both the front and back-end of our UIs performance, and then report on it."
"New Relic can be improved by incorporating an automated incident analysis solution."
"The product's initial setup phase is not straightforward to manage if you have no experience with installations, making it an area that can be improved."
"Some AIOps are missing in New Relic APS, and I would like to see more features in this area."
 

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."
"The pricing could be better. We did not purchase the full version. Maybe if we applied all the other features of the full version of New Relic, we could get all the features that we feel are missing."
"I rate the product price a five on a scale of one to ten, where one means cheap, and ten means very expensive."
"The price depends on how many agents you want."
"I think the pricing is reasonable."
"We feel it's a little bit pricey."
"The price of New Relic could improve. It is expensive."
"This solution required a license and it is better than some other competitors."
"Pricing is better with New Relic APM than Dynatrace."
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Computer Software Company
15%
Manufacturing Company
8%
Comms Service Provider
8%
Financial Services Firm
15%
Computer Software Company
11%
Manufacturing Company
8%
Retailer
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Large Enterprise3
By reviewers
Company SizeCount
Small Business65
Midsize Enterprise50
Large Enterprise65
 

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...
Any advice about APM solutions?
There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...
What do you like most about New Relic Insights?
The product's initial setup phase was very easy.
What needs improvement with New Relic Insights?
New Relic is priced on the higher side. Because of the pricing model, organizations have experienced uncontrolled costs and were not able to afford New Relic, which resulted in moving to open-sourc...
 

Comparisons

 

Also Known As

No data available
New Relic Browser, New Relic Applied Intelligence, New Relic Insights, New Relic Synthetics, New Relic Servers, New Relic APM
 

Overview

 

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow
World Fuel Services, Verizon, FootLocker, McDonald's, Trainline, Mondia Media, Confused, Costa Coffee, Ryanair, Marks & Spencer, William Hill, Delivery Hero, Skyscanner, BASF, DAZN, Veygo, Virtuo, movingimage, talabat, Australia Post, Tokopedia, Seven Network, Virgin Australia, Zomato, BigBasket, Mercado Libre, Lending Club
Find out what your peers are saying about AWS X-Ray vs. New Relic and other solutions. Updated: December 2025.
879,425 professionals have used our research since 2012.