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 2026).

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

17th

Average Rating

7.8

Reviews Sentiment

6.6

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

7.0

Number of Reviews

359

Ranking in other categories

Log Management (5th), Mobile APM (2nd), Container Monitoring (2nd), AIOps (2nd), AI Observability (3rd)

Mindshare comparison

As of March 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.7%, down from 3.3% compared to the previous year. The mindshare of Dynatrace is 6.0%, down from 11.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Mindshare Distribution
Product	Mindshare (%)
Dynatrace	6.0%
AWS X-Ray	1.7%
Other	92.3%

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 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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Manish Indupuri

senior DevOps engineer at a tech services company with 10,001+ employees

AI-driven insights have reduced downtime and improved cross-team collaboration

We encountered some challenges while using Dynatrace. Although the initial setup was smooth, fine-tuning alert thresholds and custom metrics took some time. Another challenge was that Dynatrace charges based on host units, so we had to carefully plan our agent deployments. The licensing model is expensive. Additionally, the complexity of setup is an issue. While OneAgent and auto-discover services are powerful, the setup is more complex compared to other tools such as Prometheus and Grafana. These integrations are simple and basic, but Dynatrace setup requires more complexity based on the environment. For new users wanting to use Dynatrace, it is difficult. However, the AI-related solutions and metrics took us to the next level for identifying and fixing things. Dynatrace requires an agent for operation. OneAgent is powerful, but it is also resource-heavy. On lightweight nodes or older systems, the agent can slightly impact performance. If Dynatrace could implement a lightweight agent behavior, we could make things faster. Additionally, if Dynatrace could add a long-term retention policy so that we could store more data and find fine-grained details, that would help us. While Dynatrace managed edition supports on-premises deployment, the SaaS version depends on cloud connectivity. For highly regulated or air-gapped environments, setup and updates can be challenging. Although the initial setup is smooth, if someone wants to fine-tune it and fully understand the tool end-to-end, it could be tricky.

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."

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

"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."

"It is a very scalable solution."

"AWS X-RAY identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."

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

"I would give AWS X-Ray a nine out of ten overall."

More AWS X-Ray pros

"It will allow us to eventually become more proactive when problems start arising; we can see them before they happen and address them before there is any impact to our customers."

"We can know exactly what happened in what time with PurePath."

"We have used Dynatrace in our performance testing environments to get ahead of issues before they make it into production."

"The Transaction Flow diagram and the class and meta level information, those are really key selling points in the automation for AppMon. Also, the meta level instrumentation and the dashboards that most of the people use in our organization."

"We started using this product about five years ago, and with AppMon, that was one of our first big wins, getting these big TV dashboards up all over the place, which really gave executives confidence that we did have things under control because we knew when there was a problem before people called in and told us there was one."

"This solution has helped us to improve application performance and reduce issue-impact with faster resolutions."

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

"The most valuable feature the solution offers right now is the PurePath. When we see a web request, and something failing, we can drill down using PurePath."

More Dynatrace pros

Cons

"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."

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

"Sometimes, the collector agents are confusing to configure initially."

"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."

"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."

"AWS X-Ray should improve its implementation process to make it easier for developers."

"I do not have any notes in terms of improvements."

More AWS X-Ray cons

"Most of the time, chat support is not good enough for answering queries."

"The scalability is there, but it is a headache when you do a lot of stuff and when you need to compare a lot of servers and do a lot of things. The scalability is very difficult to maintain."

"It would be nice if there were a way that it could be made simpler, given the complexity of the things that we're monitoring."

"I have not had very positive experiences in the last year. I found them to be arrogant, rude, not solving my problems, and not interested in solving my problems."

"I would like to see single pane monitoring."

"The thing that is preventing us from moving forward with Dynatrace right now is that we can't tag our customer traffic with a customizable tag. All of our students have a unique identifier and in AppMon we tag that and we can search by it very easily and it's very useful. But in Dynatrace, you can't yet customize and find people like that, so that's really preventing us. I heard that it's being worked on but I'm not sure when it's coming out."

"So far, we have not achieved the benefit of preventing issues."

"The messaging layer is not really capturable and measurable right now."

More Dynatrace cons

Pricing and Cost Advice

"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."

"The solution is a bit expensive."

"There was also some complexity in the adoption rate of it because of how costly the licensing is."

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

"I think the pricing is at a fair value for what it is."

"Always gives good ROI and total cost of ownership."

"Everything is great, but the licensing could always be cheaper. With the every growing tool set of Ops teams, we find it harder to budget for tooling while ensuring we still have the proper insight into our applications."

"We license it for two environments, typically all of production and all of one lower environment, usually our staging environment. If there is a downside to Dynatrace, the only thing I can think of would be the cost. If it were cheaper, I'd have it in all my environments. I don't think they're charging more than it's worth, by any means. It's just that good software costs money."

"Its license is a bit expensive. We renew it yearly."

"Our annual costs were about the same for both AppDynamics and Dynatrace."

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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884,933 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

13%

Manufacturing Company

Comms Service Provider

Financial Services Firm

21%

Manufacturing Company

Computer Software Company

Government

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Large Enterprise	3

By reviewers
Company Size	Count
Small Business	78
Midsize Enterprise	50
Large Enterprise	299

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?

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

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Datadog vs Dynatrace

Compared 9% of the time

New Relic vs Dynatrace

Compared 6% of the time

Splunk AppDynamics vs Dynatrace

Compared 6% of the time

Splunk Enterprise Security vs Dynatrace

Compared 3% of the time

Avantra vs Dynatrace

Compared 3% 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