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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
19th
Average Rating
7.8
Reviews Sentiment
7.7
Number of Reviews
10
Ranking in other categories
No ranking in other categories
Azure Monitor
Ranking in Application Performance Monitoring (APM) and Observability
4th
Average Rating
7.8
Reviews Sentiment
7.0
Number of Reviews
54
Ranking in other categories
Cloud Monitoring Software (5th)
 

Mindshare comparison

As of April 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 3.3%, down from 3.4% compared to the previous year. The mindshare of Azure Monitor is 7.5%, down from 8.7% 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 - PeerSpot reviewer
Improving performance through efficient trace metrics and data insights
As an application developer and architect, I appreciate AWS X-Ray ( /products/aws-x-ray-reviews ) 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.
Syed Abid  - PeerSpot reviewer
Monthly and weekly resource monitoring has improved efficiency
Azure Monitor can improve by adding some kind of storage for logs. I can get the runtime logs alone, yet if Azure Monitor can independently add one gigabyte, two gigabytes, or five gigabytes at least to log storage, I can fix the logs without syncing with Log Analytics Workspace and Sentinel. If they do that, and if they can integrate a little pricing adjustment, it will be profitable for the Microsoft tool.

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."
"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 shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."
"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."
"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."
"I can conclude reports for the monthly, weekly, and peak time of the resources."
"For me, the best feature is the log analysis with Azure Monitor's Log Analytics. Without being able to analyze the logs of all the activities that affect the performance of a machine, your monitoring effectiveness will be severely limited."
"It has good troubleshooting features."
"The security and support are good."
"In the last company where I worked about a year ago, it looked very simple."
"Azure Monitor is really just a source for Dynatrace. It's just collecting data and monitoring the environment and the infrastructure. It is fairly good at that."
"The solution works well overall. It's easy to implement and simple to use."
"The solution is quite stable."
 

Cons

"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."
"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."
"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."
"AWS X-Ray should improve its implementation process to make it easier for developers."
"A significant downside is that it is very expensive."
"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."
"The biggest one is probably just the user interface. There could be more advanced logging at the database level. They can also improve their query builder to allow you to search for things better, but I last used it about a year ago. They might have already changed a ton of things in the newer versions."
"The price could be lower but it is not a must."
"The solution needs better monitoring. It requires better log controls."
"Enhancing and reaching a level of detail that facilitates pinpointing and addressing issues at such a refined level within the application and database components would be helpful."
"Azure Monitor's integration with applications could be improved."
"n comparison to New Relic, which I've used before, it's a bit more complicated. It's not as easy to use. It also took some time to get it working. The implementation needs to be simpler."
"In my opinion, they should improve the overall user experience, especially when it comes to indexing and searching collective logs."
"The scalability could be improved as there are some limitations."
 

Pricing and Cost Advice

"The solution is a bit expensive."
"The pricing for AWS X-Ray is a six out of ten."
"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."
"Its cost depends on the ingestion of the logs. It could go anywhere. For an out-of-the-box platform such as FrameFlow, you pay pretty much a fixed price and you get what you get, whereas, with something like Azure Monitor, you pay by the ingestion charge, so you can have one client who pays hardly anything for the same alerts, and another client pays loads and loads."
"The product offers a pay-as-you-go model to users. The charges are to be paid according to the usage of the product."
"The price of the solution is reasonable."
"Azure Monitor's price is minimal to the point of being almost negligible."
"The cost of Azure Monitor application performance should be less expensive."
"The licensing is a monthly fee."
"The solution is expensive, but it is worth the price."
"I would rate Azure Monitor a two out of five for affordability."
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Computer Software Company
18%
Manufacturing Company
9%
Comms Service Provider
6%
Computer Software Company
15%
Financial Services Firm
13%
Manufacturing Company
8%
Government
7%
 

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?
Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts. Customers often seek cheaper solutions. When using many AWS resources, pricing can be a mid-range cost, give...
What needs improvement with AWS X-Ray?
Sometimes, the collector agents are confusing to configure initially. It requires research to understand the correct configurations, especially when deploying on-premises or on an EC2 instance. Usi...
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?
Azure Monitor can improve by adding some kind of storage for logs. I can get the runtime logs alone, yet if Azure Monitor can independently add one gigabyte, two gigabytes, or five gigabytes at lea...
 

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: April 2025.
848,716 professionals have used our research since 2012.