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: December 2024).

AWS X-Ray vs. Dynatrace

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Categories and Ranking

AWS X-Ray

Ranking in Application Performance Monitoring (APM) and Observability

17th

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

344

Ranking in other categories

Log Management (4th), Mobile APM (1st), Container Monitoring (2nd), AIOps (2nd)

Mindshare comparison

As of December 2024, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 3.9%, up from 3.5% compared to the previous year. The mindshare of Dynatrace is 12.4%, down from 14.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

Featured Reviews

Parth Solanki

Founder & CEO at Quicklead.io

Saves time, is relatively cheap, and helps find errors

If we get any error, we can go to X-Ray and get all the requests for a certain error in one place. It makes it easy to find the issue in your own product. You can look at logs and error logs and find loopholes. You can do direct queries to get specific requests over the course of a day. It's very good at error reporting and quite fast. You also get a lot of information, including IP addresses, user locations, et cetera.

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Sathis-Kumar

Senior Manager at Bank of America

The single-agent format is easy to use and accurately captures issues

We are currently migrating from AppDynamics to the solution. AppDynamics is moving toward a fast model and has a few issues with vendor support. It also requires multiple agents for each function. For example, a Java-related APM requires the installation of another agent. The solution is a bit higher priced than AppDynamics but is more user friendly and only requires one agent, so our application teams prefer it.

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

"The error analysis capabilities of X-Ray are really good."

"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."

"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 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 spend less time on troubleshooting issues since Dynatrace proactively informs us of an impending bottle neck."

"Provides more visibility into applications."

"Comprehensive suite of solutions that can address all aspects of applications from dev to ops."

"The autodiscovery of service intercommunication has saved countless man hours and is dynamically updated when new services are added."

"There is a strong user community. There is no need to talk to the technical support, because all the questions which I have had, all the solutions were in the documentation. Or, I have been able to post a question to the user community and get an answer within a day or two."

"Google says is that you have a number of things on which you should measure your performance. One is if there's an error or not. Dynatrace tells you whether is an error or not. Second is saturation, whether something is getting saturated. You should be aware of what is getting saturated. Dynatrace even tells you that. The third is if there is a latency. Network latency is also told to me by Dynatrace."

"Mean time to recover (MTTR) has reduced significantly during major outages due to specific data pinpointed by DT applications."

More Dynatrace pros

Cons

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

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

"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."

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

"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."

"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."

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

"If you have a small team, it's probably overkill."

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

"Where we are struggling is being able to pull that information out and combine it with other contextual information that we have in other sources. Mining that data in a big-data environment, and joining it together and coming up with larger types of analysis on it."

"UEM (User Experience Management) works great for web clients and Android and IOS apps, but for other rich clients it's a lot more challenging."

"Our main problems have been that it has a high learning curve to it. I've used it for about three years now and I'm still learning it. There are some videos and there is some documentation out there, but it still requires you to delve into the tool to learn it. A little bit more comprehensive self-paced training would help."

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

"The dashboarding process and creating measures and metrics, it needs to be made a little bit easier and more simplified. "

"Some technical architectures are based on an event mechanism operating via a publish/subscribe system. APM technology sometimes reaches its limits to go upstream."

"We have had problems with our middle layer application implementation."

More Dynatrace cons

Pricing and Cost Advice

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

"The licensing model is confusing in solutioning clients for the number of hosts needed to deploy."

"If there are no corporate requirements to run Dynatrace Managed (operating it yourself), I would definitely go for the size option. For small and medium-sized companies, the size option is probably the cheapest one. You don't need to look into operating it. You don't need to run hardware. It is pay as you go."

"Purchasing through the AWS Marketplace was a pretty straightforward process. We had no hiccups."

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

"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."

"Do a PoC and see if you like it."

"I have not been able to observe more than 1% overhead, despite Dynatrace saying that it can be slightly higher in some situations."

"The price range is quite high."

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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824,053 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

21%

Computer Software Company

17%

Manufacturing Company

Comms Service Provider

Educational Organization

34%

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?

AWS X-Ray is very beneficial, however, it is expensive. It should be more cost-effective.

What needs improvement with AWS X-Ray?

It should have X-Ray SDKs for different languages like Node.js, Python, or Java. It should also have custom annotations and better instruments for external API services. In addition to these, X-Ray...

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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Azure Monitor vs Dynatrace

Compared 8% of the time

New Relic vs Dynatrace

Compared 7% of the time

AppDynamics vs Dynatrace

Compared 7% of the time

Splunk Enterprise Security 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

Learn More

Amazon Web Services (AWS)

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.

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