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AWS X-Ray vs Dynatrace 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
16th
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
11
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
358
Ranking in other categories
Log Management (6th), Mobile APM (2nd), Container Monitoring (2nd), AIOps (2nd), AI Observability (4th)
 

Mindshare comparison

As of February 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.8%, down from 3.4% compared to the previous year. The mindshare of Dynatrace is 6.3%, down from 11.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
Dynatrace6.3%
AWS X-Ray1.8%
Other91.9%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Muhmad Tabrez A Deewanji - PeerSpot reviewer
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.
Manish Indupuri - PeerSpot reviewer
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.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"AWS X-Ray is a strong solution and has a smooth integration process."
"The most beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."
"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'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 would give AWS X-Ray a nine out of ten overall."
"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 shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."
"I find that the AI on offer is useful, as it's good at identifying problems. You do need a bit of customizing, however, even in its sort of vanilla form, it's pretty good at identifying problems and the root causes of those problems and whatnot."
"The speed and problem resolution."
"Its monitoring and key purpose capabilities are the most valuable. It provides the root cause of problems and helps peers join the war room."
"From a diagnosing standpoint, it has been a game changer. Before, we did not have monitoring, so anytime there was an issue, it was just guess-and-check."
"It is very stable and reliable."
"Once you are trained on the solution, it's easy to navigate. It's got very good documentation and training offerings."
"In terms of AI, I love the base-lining Dynatrace provides us. It baselines the application over a seven-day period; we have it at the default of seven days. The artificial intelligence is so amazing because it can automatically track each transaction and their response times: how much CPU they use, how much memory, resources that they use. If there’s any deviation from that Dynatrace will tell me like right away. If there’s a deployment and the deployment has increased response time or is taking up CPU or has caused a memory leak, I can say, “Hey guys, you need to look at this, it’s this function on this page in this microservice, in this docker container. You need to go here, you need to fix it, it’s not going live.” It has just increased our productivity off the charts."
"It is a product that helps developers, testers, and operations to make sure their applications work quickly and reliably."
 

Cons

"A significant downside is that it is very expensive."
"I do not have any notes in terms of improvements."
"It should have X-Ray SDKs for different languages like Node.js, Python, or Java."
"AWS X-Ray should improve its implementation process to make it easier for developers."
"They can improve how traces are sent to other providers."
"If you have a small team, it's probably overkill."
"Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts."
"Sometimes, the collector agents are confusing to configure initially."
"Dynatrace stands out, but it is a bit complex to understand and implement on servers."
"Add support for Ruby."
"The dashboard tool needs to be improved. We need more options, because the look and feel is too old-fashioned."
"They should make hooks into some of the more modern performance testing tools a little easier. I think that would go a long way."
"Dashboards are too clumsy, so it is good to keep less on dashboards and be easier to find the sections."
"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."
"For the user, for the customer, they expect a solution to be not so expensive."
"I would like the ability to export a user session into csv format. (I am aware that I can export a user session via a webhook)."
 

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."
"Dynatrace is bit costly and not easily affordable."
"Look at the product and the product features, not the price. Too often people look at the price and turn away. Dynatrace costs a little bit more than the other products I researched, but it can do far more.​"
"We purchased a subscription for one year and it is an expensive solution for a large enterprise like ours."
"Its license is a bit expensive. We renew it yearly."
"Dynatrace is usually paid on a yearly basis."
"​I would recommend doing a PoC."
"As compared to New Relic and other providers, it is more expensive, which is its biggest disadvantage. Its biggest advantage is its capability. It is more feature-rich."
"The setup costs for Dynatrace are low, however licensing costs are high."
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Computer Software Company
14%
Manufacturing Company
8%
Comms Service Provider
7%
Financial Services Firm
22%
Manufacturing Company
8%
Computer Software Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Large Enterprise3
By reviewers
Company SizeCount
Small Business78
Midsize Enterprise50
Large Enterprise298
 

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...
 

Comparisons

 

Overview

 

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
Find out what your peers are saying about AWS X-Ray vs. Dynatrace and other solutions. Updated: February 2026.
881,665 professionals have used our research since 2012.