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AWS X-Ray vs Splunk AppDynamics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on May 11, 2025

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
7.7
Number of Reviews
10
Ranking in other categories
No ranking in other categories
Splunk AppDynamics
Ranking in Application Performance Monitoring (APM) and Observability
3rd
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
249
Ranking in other categories
IT Infrastructure Monitoring (5th), IT Operations Analytics (2nd), Mobile APM (1st), Container Monitoring (3rd)
 

Mindshare comparison

As of July 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 3.2%, down from 3.4% compared to the previous year. The mindshare of Splunk AppDynamics is 4.6%, down from 5.9% 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 - PeerSpot reviewer
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.
Gyanesh Rahatekar - PeerSpot reviewer
Application performance management and error resolution improved with data-driven insights
Dynatrace has multiple functions compared to Splunk AppDynamics, so Splunk AppDynamics should add those functions, which are not available as of now. Dynatrace has a universal agent that collects all information related to their CI, and if one CI has multiple languages, then there is no need to instrument multiple agents. However, Splunk AppDynamics requires multiple agents; if I have one server with multiple applications in different languages, then I need to instrument different agents for each application. Splunk AppDynamics should work with Dynatrace with one single universal agent that works with all application languages, eliminating the need for multiple implementations.

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."
"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."
"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."
"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."
"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."
"Knowing which tables on the database were working the most was valuable. It helped the client understand where they need to focus. They streamlined a lot of their queries and brought the resource usage down. It helped them to find long-running queries. They rewrote them completely so that they don't take as long and the application performs better."
"The monitoring is similar to Dynatrace."
"Users can configure business sections in their environment, and it's possible for customers to configure different sources for the name of the class, the name of the method, or the name of the web service, which is very interesting."
"In the case of a mobile banking application, AppDynamics Mobile Real-User Monitoring successfully reduced the response time from eight seconds to just one second. In another example, the tool identified an issue within the mobile app, causing lost transactions in the billing system."
"The best feature of AppDynamics Browser Real-User Monitoring is that it lets you find errors in synthetic jobs ahead of the users. The solution shows you all front-end metrics. You can also see JavaScript errors and jQuery errors through AppDynamics Browser Real-User Monitoring. You can also do a correlation between the front end and the backend, or from the user to the navigator, to the backend through the solution."
"AppDynamics has a very broad range of supported technologies, and it's user-friendly. It looks nice, and it's easy to sell the solution to the stakeholders when we can visualize how the website is working. For example, where we have any problems through visual analytics."
"Immediately allows you to see the relationships between the different nodes."
"Splunk AppDynamics' infrastructure monitoring is satisfactory."
 

Cons

"I do not have any notes in terms of improvements."
"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."
"Sometimes, the collector agents are confusing to configure initially."
"Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts."
"They can improve how traces are sent to other providers."
"A significant downside is that it is very expensive."
"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."
"There could be some improvement in the constructions of the diagrams, it is too difficult currently."
"Regarding Search Guard functionality, there is room for improvement."
"The agent deployment could be simplified by, for example, adding a GUI."
"I am not very impressed with support. The service could be better."
"We would love to see support for more types of agents in the mainframe world."
"At this time, we don't have much visibility on the virtual environment, monitoring, and all other things. We have visibility only for database monitoring, and we have noticed performance impact when deploying database agents on the database server. We got to know this from AppDynamics support also that we should not deploy database agents from the database server. When agents are deployed on the same server and the database is monitored from there, we are not getting database server metrics. Therefore, we don't have those insights, and sometimes, we struggle because of that. They can improve this functionality so that we do not have a performance impact, and we can deploy anywhere. This would help us a lot. In terms of end-user monitoring, currently, it is not working for us because there are some complexities. It is a little complicated, and it takes a little bit of time to understand where you need to make changes. It would be very helpful if they can provide some template designs for end-user monitoring. When our servers are running on VMs, we don't get many insights from the VM side. I don't know whether it is possible to have visibility beyond the database, server, and application and whether there are some features where we can deploy AppDynamics on VMs as well. Such functionality would give us more control over storage, VM, OS, and database. It will also provide complete visibility of our hardware and software."
"The networking monitor function could be better, we are not getting many details from it."
"I think I would like to see a better way to deploy and upgrade the machine agents that we use. Currently, we have to use SCCM, and that might just be our environment with the customer."
 

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."
"I rate AppDynamics Mobile Real-User Monitoring's pricing as seven out of ten. Mobile monitoring is paid based on the number of instances utilizing the mobile monitoring service, which increases as the scale grows. Consequently, your mobile user count can proportionally surpass all other applications."
"AppDynamics is more expensive than competitors."
"The solution is highly expensive"
"The cost is prohibitive."
"It would be better if there were more solutions incorporated into the base price. ​"
"We have a license-based solution. That means you need a license for each server you monitor."
"Take into consideration what you get for specific pricing models and how much it costs to add on things you may need later.​"
"The product’s licencing policy is competitive. However, properly identify and size your needs to get the best rate."
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
16%
Manufacturing Company
9%
Comms Service Provider
7%
Financial Services Firm
27%
Computer Software Company
14%
Educational Organization
12%
Manufacturing Company
7%
 

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?
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...
APM tools for a Managed Service Provider - Dynatrace vs. AppDynamics vs. Aternity vs. Ruxit
Hi Avi! It's great to see your thorough approach to selecting an APM package for your MSP company. Considering your focus on SMBs and enterprises in Israel, Dynatrace seems like a solid choice with...
 

Overview

 

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow
Cisco, Sony, Nasdaq, Reserve Bank of New Zealand, Edmunds.com, Puma, Fox News, DirecTV, Pizza Hut, T-Systems, Cornell University, OpenTable, BITMARCK, Green Mountain Power, Care.com, Overstock, Paddy Power, eHarmony, Kraft, The Motley Fool, The Container Store, and more See more customers
Find out what your peers are saying about AWS X-Ray vs. Splunk AppDynamics and other solutions. Updated: July 2025.
861,390 professionals have used our research since 2012.