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: April 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

7.7

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

346

Ranking in other categories

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

Mindshare comparison

As of May 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 10.6%, down from 13.5% 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

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 ( /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.

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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.

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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."

"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 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 beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."

More AWS X-Ray pros

"Dynatrace helps to build business and non-business dashboards and the appropriate alarming on mail groups."

"Enables me to proactively understand the user experience on our site."

"The most valuable feature of the solution would be the level of visibility that you get. I haven't seen anything that gives us that level of visibility yet"

"The PurePath feature enables you to see the path from click to database query."

"Being able to drill down into the PurePaths to get to a solution is key for us."

"Since we moved to OneAgent, we are much quicker to address live incidents and problems that occur in our systems."

"The Davis artificial intelligence built-in program is valuable. It keeps all the information about the systems, connections, service calls, and requests in its database. It looks at response times and keeps everything in check with baseline figures. If anything goes outside of that baseline, it reports based on that. If the performance starts degrading, it reports on that. Before something breaks, it tells you that it is going to break, and that's the most useful feature of Dynatrace."

"We like the user's experience piece: being able to see, from the browser perspective, the user's behavior; being able to answer questions from our customers about why such and such happened, why the performance was slow, why we had an error."

More Dynatrace pros

Cons

"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."

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

"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."

"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

"They've leveraged those security gateways and renamed them ActiveGates, and now there are different web plugins we can run on it... Sometimes the development of those seems to be running very fast and it's not complete. They don't yet function quite as easily as the OneAgents do. But I have hopes that that's going to get better. We have tried the MQ, the Citrix, and the Oracle ActiveGate plugins. They could be sharper. It's the right direction to go. It just seems like it could be smoother."

"This solution would be improved with the addition of annotations for automated custom metrics creation."

"There should be more visibility for network performance monitoring. There should be more metrics for things like 5G and IoT. That would be the main thing because they've moved more to mobile performance rather than fixed networks."

"Add support for Ruby."

"A role-based view and a Python monitoring tool would make a simple user interface more usable."

"It needs a dashboard for cluster events in general, and for Kubernetes specifically."

"I would like to see dashboards included, and maybe more possibilities in terms of customization."

"Scalability-wise, on the data side, I'm really worried because they are giving only seven days data retention. They should plan something on that, to increase the data."

More Dynatrace cons

Pricing and Cost Advice

"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 for AWS X-Ray is a six out of ten."

"The solution is a bit expensive."

"I feel the price is good for what the product does."

"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."

"Getting the first agents installed, getting information, and coverage in a initial set of systems can be done in hours and with a low cost entry point."

"It's more expensive than other solutions, but worth it. We use full APM monitoring on our primary systems, but only resource monitoring on lesser systems. We shift licenses around our environment when a deeper dive into lesser systems is required."

"The product is really fast to implement and gives customers instant value. This is important, because it reduces costs on the implementation."

"This is an expensive solution, but it is also worth the money."

"Time to value was surprisingly fast."

"It's understandable to do a smaller scale initial evaluation. However, as you identify the product value, don't hesitant in your scope and scale to maximize the initial investment and your opportunity to do a bulk investment of the product."

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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849,686 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

19%

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?

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?

AWS X-Ray should improve its implementation process to make it easier for developers. The current manual instrumentation is challenging compared to the almost automatic instrumentation of other pro...

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...

Google Cloud's operations suite (formerly Stackdriver) vs AWS X-Ray

Comparisons

Datadog vs AWS X-Ray

Compared 21% of the time

Sentry vs AWS X-Ray

Compared 17% of the time

Compared 11% of the time

Azure Monitor vs AWS X-Ray

Compared 10% of the time

Prometheus Group vs AWS X-Ray

Compared 5% of the time

More AWS X-Ray Competitors

Datadog vs Dynatrace

Compared 12% of the time

Azure Monitor vs Dynatrace

Compared 6% 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 5% of the time

More Dynatrace Competitors

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