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AWS X-Ray vs Azure Monitor 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
Azure Monitor
Ranking in Application Performance Monitoring (APM) and Observability
6th
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
56
Ranking in other categories
Cloud Monitoring Software (3rd)
 

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 Azure Monitor is 3.1%, 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 (%)
Azure Monitor3.1%
AWS X-Ray1.8%
Other95.1%
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.
Andy Rabern - PeerSpot reviewer
Consultant at a outsourcing company with 201-500 employees
Telemetry insights have improved how I track user behavior and application performance daily
I feel Azure Monitor does a fair job. I do feel it is not a streaming service in my opinion. There are advantages to having stream messaging and logging on that level. But for what it is, I feel it does well. My perspective is more based on an Application Insights agent running on a service or an app service and sending the telemetry via the agent, and also doing the filtering of telemetry at the agent level so you are not having a ton of telemetry. I believe Azure Monitor does pretty much the same thing. I have also used tools such as New Relic, and New Relic is a much more robust tool, but that is a different product and you are going to pay for that. It is a different offering altogether. The subscription that we had at the time allowed for a couple gigabytes of telemetry during the month, and I believe that telemetry only lives for about two months. You have to experiment with it to see how much you want to pay. I was not really involved in the pricing. It was more along the lines of we were running up against our limits in terms of the amount of free telemetry or telemetry that we get with our subscription, and so we either needed to scale back or turn specific telemetry types off or do some more sampling. It is nice that those capabilities are there so that you can reduce the amount of telemetry. I cannot really speak to pricing but I do believe that it is somewhat reasonable for Azure Monitor. New Relic is pretty expensive, I believe.

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 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 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 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 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."
"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."
"The solution has tons of valuable features."
"A product that is well-integrated for monitoring Microsoft Azure."
"Log analytics and log queries are the most valuable features of Azure Monitor."
"I am monitoring all of my Azure Monitor and getting good reports. I can customize the reports to get the information I need. I am also getting emails about which AAS instances are down and everything in the system related to my services. It is easy to use, scalable, and user-friendly. Microsoft has Many guides and videos to help you understand how to create and use Azure Monitor."
"The most valuable feature is that it ensures our servers are up."
"Some good integration capabilities are present in the tool."
"The overall product rating is nine out of ten."
"It's a service from Microsoft, so it will scale."
 

Cons

"AWS X-Ray should improve its implementation process to make it easier for developers."
"I do not have any notes in terms of improvements."
"Sometimes, the collector agents are confusing to configure initially."
"If you have a small team, it's probably overkill."
"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."
"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."
"A significant downside is that it is very expensive."
"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."
"I feel Azure Monitor does a fair job. I do feel it is not a streaming service in my opinion."
"Azure Monitor could improve the visualization aspect and integrate better with other third-party services."
"The default interface should be improved."
"Although it's not always the case, the price can sometimes get expensive. This depends on a number of factors, such as how many services you are trying to integrate with Azure Monitor and how much storage they're consuming each month (for example, how large are the log files?)."
"They need to work with other cloud providers - not just Azure."
"What I feel is when I open a screen of Azure, some places are very complex to navigate to. It is not very user-friendly when it comes to accessing certain sections."
"The solution needs better monitoring. It requires better log controls."
"It might not have all of the capabilities we will need."
 

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."
"My company is okay with the current pricing of the solution."
"The solution is a pay-as-you-go consumption service and is the least expensive in the market."
"The tool's pricing is very good. I could say that Microsoft offers different cost models, which are listed on the product's website."
"The cost of Azure Monitor application performance should be less expensive."
"The solution is expensive, but it is worth the price."
"Regarding pricing, Azure Monitor is free with Azure license, so there are no additional costs for using it."
"Besides standard licensing fees the customer needs to additionally pay based on the ingested data size"
"The solution’s pricing depends on how much logs it collects."
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Computer Software Company
14%
Manufacturing Company
8%
Comms Service Provider
7%
Computer Software Company
13%
Financial Services Firm
12%
Manufacturing Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Large Enterprise3
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise7
Large Enterprise29
 

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...
How does Splunk compare with Azure Monitor?
Splunk handles a high amount of data very well. We use Splunk to capture information and as an aggregator for monitoring information from different sources. Splunk is very good at alerting us if we...
What do you like most about Azure Monitor?
Azure Monitor is a very easy-to-use product in the cloud environment.
What needs improvement with Azure Monitor?
I feel Azure Monitor does a fair job. I do feel it is not a streaming service in my opinion. There are advantages to having stream messaging and logging on that level. But for what it is, I feel it...
 

Comparisons

 

Overview

 

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow
Rackspace, First Gas, Allscripts, ABB Group
Find out what your peers are saying about AWS X-Ray vs. Azure Monitor and other solutions. Updated: February 2026.
881,821 professionals have used our research since 2012.