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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
16th
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
172
Ranking in other categories
Network Monitoring Software (8th), IT Infrastructure Monitoring (9th), IT Operations Analytics (3rd), Mobile APM (3rd), Cloud Monitoring Software (5th), AIOps (4th)
 

Mindshare comparison

As of February 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.8%, down from 3.4% compared to the previous year. The mindshare of New Relic is 4.0%, down from 7.6% 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 Relic4.0%
AWS X-Ray1.8%
Other94.2%
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.
BasilJiji - PeerSpot reviewer
System Engineer at a retailer with 10,001+ employees
Real-time alerts have reduced server outage impact and support fast incident response
In the dashboard, if they could show a little more metrics regarding the application and related things, that would be how New Relic could be improved. Currently, there are things showing from the server level and application level, but it can be improved. That is what I felt. Regarding user interface, I do not feel much concern, but for some kind of issues when we are trying to get support from the New Relic team, their SLA seems to be long. They are taking seven to ten working days for resolving some kind of scenario or issue. That is a bit difficult for us. If they could improve the customer support by reducing their SLA within three to five days, if they could remediate everything, that will be so much helpful. When it comes to the customer support part, I felt they need to be a little more improved on that part. The support overall is good, but they can improve. That is the reason I have given it eight out of ten.

Quotes from Members

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

Pros

"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 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."
"AWS X-Ray is a strong solution and has a smooth integration process."
"The error analysis capabilities of X-Ray are really good."
"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 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 identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."
"New Relic is easy to use even for someone with no knowledge; by seeing the dashboard, they can easily find out the application's health and notice what is happening."
"We have done the New Relic integration with Serverless AWS, which has helped us with monitoring, and keeping our monitoring from our on-premise part with the cloud part."
"The API functionality allows us to get hit counts from external sources, such as APIs or databases, and everything is mapped very clearly."
"Monitoring is a crucial thing for every work, and New Relic is doing a very good job in this part."
"The most valuable feature is the ability to manage the application flow."
"It is stable and scalable."
"Server uptime is its most valuable feature."
"It has helped my organization to dive deeper into the application using the APM module is very helpful."
 

Cons

"A significant downside is that it is very expensive."
"AWS X-Ray should improve its implementation process to make it easier for developers."
"Sometimes, the collector agents are confusing to configure initially."
"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."
"I do not have any notes in terms of improvements."
"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."
"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."
"If you have a small team, it's probably overkill."
"New Relic can be improved in a few areas. I noticed that some things can be easily done through Splunk but not through New Relic."
"One thing that we noticed was that historical information was only for a limited period, which was not helpful in certain scenarios. For example, if I want to size my system for an event for New Year or Christmas season based on the historical data, I won't be able to find the historical data. Currently, the data is limited to three months. It would be helpful if they can provide historical data for a longer duration so that we can plan our system accordingly."
"I would like an infrastructure network that provides real-time views, showing the issues."
"New Relic can get pricey for larger organizations."
"The product has good documentation for Linux, however, their documentation for Windows is lacking substantially. It's something they need to develop."
"How granular I could go down at looking at certain data, especially related to the operations, is limited."
"It would help customers if there were an on-premises version available."
"The initial setup can be made easier. Like Mixpanel, New Relic can also have a step-by-step guide for the setup process."
 

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."
"I think it's overpriced for the technical support that we get. We spent over 1,00,000 USD a year."
"If I remember it correctly, the pricing was based on the core, and the monthly subscription used to cost us $1,500 or $2,000. We had pre-prod and production services. Costing was different for pre-prod and production. For pre-prod, it was 40% less than the production service cost. It was a combined package."
"The price depends on how many agents you want."
"I loved this product, but we can no longer afford it, so we dropped it."
"Purchasing through the AWS Marketplace was easy. The product is easy to deploy and manage, which is why our company purchased through the AWS Marketplace."
"They gave us aggressive discounts when they were brought in for the first time, but they have also kept them for the year-on-year renewals, which has been absolutely fine."
"The pricing is okay comparatively their competitors. The only concern was whether it should be purchased on demand or bring your own license, and which way passes some savings onto the end customers."
"The pricing and licensing are too high."
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Computer Software Company
14%
Manufacturing Company
8%
Comms Service Provider
7%
Financial Services Firm
13%
Computer Software Company
10%
Manufacturing Company
8%
Retailer
5%
 

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 Enterprise76
 

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?
When considering how New Relic can be improved, the only thing that could be a bit confusing is that there are many things in New Relic, and sometimes I need to know where to find some visualizatio...
 

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: February 2026.
882,594 professionals have used our research since 2012.