AWS X-Ray vs Dynatrace comparison

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AWS X-Ray

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Executive SummaryUpdated on Jul 24, 2024

Dynatrace and AWS X-Ray are two prominent products in the APM and monitoring space. Dynatrace seems to have the upper hand due to its comprehensive features and ease of deployment, despite AWS X-Ray's lower cost and integration with AWS services.

Features: Dynatrace has AI-driven insights, full-stack monitoring, and detailed analytics. AWS X-Ray provides tracing capabilities, seamless AWS integration, and value for cost. Dynatrace's extensive features give it an edge in functionality and versatility.

Room for Improvement: Dynatrace needs better documentation and more flexible pricing models. AWS X-Ray requires improved debugging capabilities and broader support for non-AWS environments. Addressing documentation and pricing can benefit Dynatrace, while AWS X-Ray should focus on expanding environment compatibility.

Ease of Deployment and Customer Service: Dynatrace offers a straightforward deployment process and strong customer support. AWS X-Ray is easy to deploy within AWS but needs more steps for mixed environments. Dynatrace's superior customer support and smoother deployment process are significant advantages.

Pricing and ROI: Dynatrace is expensive but yields high ROI due to its capabilities. AWS X-Ray has a lower cost and offers good value within the AWS environment. Dynatrace seems worth the higher price for comprehensive monitoring needs.

To learn more, read our detailed AWS X-Ray vs. Dynatrace Report (Updated: March 2025).

AWS X-Ray vs. Dynatrace

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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

7.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Dynatrace

Ranking in Application Performance Monitoring (APM) and Observability

2nd

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

345

Ranking in other categories

Log Management (5th), Mobile APM (1st), Container Monitoring (2nd), AIOps (2nd)

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 Dynatrace is 10.8%, down from 13.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

Featured Reviews

Willy Moura

Solutions Architect/ Analyst at a tech services company with 11-50 employees

Identifying and resolving deployment issues while configuring can be challenging

I have two use cases with my customers. One involves using AWS Fargate, and the other involves an application running on WordPress. The WordPress application was very slow, and we used AWS X-Ray to understand the main problem. X-Ray helped us identify issues with our EFS, allowing us to adjust…

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Anand_Kumar

Enterprise Architect at DXC Technology

Provides a comprehensive view by integrating with other monitoring systems

There may be an issue since there are many tools like Splunk involved in network monitoring. From an IP perspective, Dynatrace is performing well. If they want to develop in network monitoring, they can, as it's part of their product line. It's not rocketry, so they can accomplish it. If I, as an SI, look at it from an enterprise perspective, considering the cost from the client, I prefer not to go with multiple systems, as they don't provide a complete 360-degree view. They need to improve on claims about being an enterprise system. The definition of enterprise is loosely used, however, from a holistic security perspective, including infrastructure, network, ports, software, applications, transactions, and databases, there are areas lacking, especially in network monitoring tools.

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 shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."

"It is a very scalable solution."

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

"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."

"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 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."

More AWS X-Ray pros

"It gives us all the data on all the calls, which is something that is very different from any other APM solution that I have seen or used in the past."

"Dynatrace helped us with root cause analysis of poor performing components of our applications."

"Some of the main benefits are being able to quickly identify when transactions start to slow or run into issues, or hiccups if you will."

"The PurePaths are valuable because that's where somebody who is a non-developer can figure out where the problem is and send appropriate PurePaths, clean charts, or even the link to the developer. The developer can then look at it and figure out exactly where the problem is, this is the piece of code that took the longest time, and then resolve it."

"We are not blind anymore with our digital services performance; no more fire fighting."

"We can report and monitor on specific use cases which could not be monitored with SAP or other tooling."

"We also got know many internal code bugs which could have caused memory leaks or other issues which we were not able to catch during that development phase."

"It is very stable. The improvements that they keep making just make the tool more useful."

More Dynatrace pros

Cons

"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."

"They can improve how traces are sent to other providers."

"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."

"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."

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

"It should have X-Ray SDKs for different languages like Node.js, Python, or Java."

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

More AWS X-Ray cons

"sometimes it happens that we are not able to capture things. For example, if a person is logged in from India, from the city of Mumbai, and is using a Chrome browser, and his email ID is xyz@abc.com. But what happens is, Dynatrace just fetches two pieces of the information, not all of it. Sometimes it gets it all, sometimes it doesn't."

"They could spend more time and effort in creating brand awareness."

"Either use less system resources and be faster or use more resources to pre-compute the PurePath on recent X minutes of data"

"In the new Dynatrace solution, support for legacy applications is still not there. "

"The container platform could include more value-added features."

"The integration with PagerDuty is currently broken on mobile."

"Its needs to focus more on open source areas, like Apache umbrella products and availability motioning areas."

"We would like the AI to produce more scientific data with less configuration."

More Dynatrace cons

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 limitations I see are more to do - and maybe it's because of the nature of the job I have - but they have to do with pricing. It's a little bit pricey. It's a very good tool. It's worth the price, to a certain degree. But it's hard to justify when it's that costly."

"The only limitation with scaling to cloud-native environments is licensing. It all depends on how many DEM units you're willing to license. The more of DEM units that you purchase, the more user data you can collect."

"Licensing is very interesting, as you pay only for what is being monitored. A lot of things are given away for no additional cost. If you have a great IT consolidation, it will be pretty cheap. If you have a lot of servers, it will be heavier."

"The solution is not cheap."

"We are buying more licenses, because we are seeing more value."

"The pricing is not bad, but it could be better."

"It is quite expensive for startups."

"Just go with Dynatrace. Just start with Dynatrace. Do not go into AppMon. Start with Dynatrace, because AppMon is going to give you so much extra stuff that 99% of your user base will not need it, including yourself."

More Dynatrace pricing and cost advice

See which vendors are best for you

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

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845,406 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

20%

Computer Software Company

18%

Manufacturing Company

Comms Service Provider

Educational Organization

36%

Financial Services Firm

17%

Computer Software Company

Manufacturing 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?

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...

Any advice about APM solutions?

The key is to have a holistic view over the complete infrastructure, the ones you have listed are great for APM if you need to monitor applications end to end. I have tested them all and have not f...

What cloud monitoring software did you choose and why?

While the environment does matter in the selection of an APM tool, I prefer to use Dynatrace to manage the entire stack. Both production and Dev/Test. I find it to be quite superior to anything els...

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...

Azure Monitor vs AWS X-Ray

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Compared 11% of the time

Prometheus Group vs AWS X-Ray

Compared 5% of the time

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Datadog vs Dynatrace

Compared 12% of the time

Azure Monitor vs Dynatrace

Compared 7% of the time

Splunk Enterprise Security vs Dynatrace

Compared 6% of the time

New Relic vs Dynatrace

Compared 6% of the time

Splunk AppDynamics vs Dynatrace

Compared 6% of the time

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Product Reports

AWS X-Ray

Download AWS X-Ray product report

Download Dynatrace product report

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)

Dynatrace is an AI-powered software intelligence monitoring platform that accelerates digital transformation and simplifies cloud complexities. Dynatrace is an entirely automated full-stack solution that provides data and answers about the performance of your applications and deep insight into every transaction throughout every application, including the end-user experience. By modernizing and automating enterprise cloud operations, users can deliver an optimal digital experience with higher quality software to customers faster.

Dynatrace offers an all-in-one automated artificial intelligence solution that brings together application performance, cloud and infrastructure, and digital experience monitoring. Dynatrace accelerates performance-driven results through operations, development, and business teams with a shared metrics platform. In addition, users are provided a full-stack monitoring experience with three patented technologies:

Smartscape - visualization mechanism that maps the totality of everything working in your environment and detects any casual dependencies between your applications, processes, websites, services, hosts, cloud infrastructure, and networks.
OneAgent - a technology that analyzes, gathers ,and unifies all business performance metrics throughout every layer of your technology stack.
PurePath Technology - code-level context and timings are captured from the mainframe to the cloud for all end-to-end transactions.

What does Dynatrace offer?

Dynatrace redefines how organizations monitor their digital ecosystems. The solution offers:

Cloud Automation: With AI engine Davis®, users can see the exact reason for problems and facilitate quick auto-remediation and intelligent cloud orchestration.
Application Security: With automated application vulnerability management, users can deliver applications faster and more securely.
Infrastructure Monitoring: Convenient broad visibility across your environments is provided with streamlined, automated infrastructure monitoring.
Digital Experience Monitoring (DEM): Optimize your applications, provide better support, and improve user experience with a combination of Real User Monitoring (RUM), Session Replay, and synthetic monitoring throughout your environment.
Applications and Microservices: For complex cloud environments, Dynatrace can automatically provide visibility and root-cause answers. It can also monitor microservices.
Digital Business Analytics: Get AI-powered, real-time answers to analytical business queries with KPIs and metrics that are already flowing through applications.

Reviews from Real Users

Dynatrace is the only solution that provides answers to organizations based on deep insight into each user, transaction, and organization's environment.

Barry P., a managing performance engineer at Medica Health Plans, writes, "With Dynatrace, we have synthetic checks and real-user monitoring of all of our websites, places where members and providers can interact with us over the web. We monitor the response times of those with Dynatrace, and it's all integrated into one place."

A consultant at a tech service company notes, "A feature that's one of the highlights of Dynatrace is the AI. The second most valuable feature is OneAgent. Between infrastructures, applications, operating systems, you can deploy with just a single agent and can practically install and forget about it."

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow

Audi, Best Buy, LinkedIn, CISCO, Intuit, KRONOS, Scottrade, Wells Fargo, ULTA Beauty, Lenovo, Swarovsk, Nike, Whirlpool, American Express

AWS X-Ray vs. Dynatrace