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AWS X-Ray vs Splunk AppDynamics comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 23, 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
6.6
Number of Reviews
11
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
6.7
Number of Reviews
260
Ranking in other categories
IT Infrastructure Monitoring (6th), IT Operations Analytics (2nd), Mobile APM (1st), Container Monitoring (3rd)
 

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 Splunk AppDynamics is 3.7%, down from 5.3% 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 (%)
Splunk AppDynamics3.7%
AWS X-Ray1.8%
Other94.5%
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.
DK
Technology lead at Infosys
Has enabled us to detect issues instantly through alerts and monitor every service from a single dashboard
Splunk requires significantly more improvements compared to Splunk AppDynamics, specifically regarding the licensing aspect. Splunk renews licenses every six months, which is inconvenient. It would be better to have a one-year license to avoid needing to update keys constantly, which can only occur on weekends, making it a burdensome task. Although Splunk is better for certain use cases, Splunk AppDynamics is broader in functionality. Specifically, I want enhancements related to creating dashboards not only for logs or minor services but also for configuration levels, allowing us to check configurations immediately without manually opening the entire code when exceptions arise—a feature I wish to see improved in Splunk, although it may not be necessary for Splunk AppDynamics.

Quotes from Members

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

Pros

"The most beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."
"AWS X-Ray is a strong solution and has a smooth integration process."
"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."
"AWS X-RAY identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."
"It is a very scalable solution."
"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."
"I would give AWS X-Ray a nine out of ten overall."
"The error analysis capabilities of X-Ray are really good."
"The most valuable feature is the live reporting on the current health\performance of our application"
"One noteworthy feature is user journey analysis, which enables tracking user interactions and conversion paths on a website."
"The AppDyniamics technical support is good. We haven't had any problems with them. They answer very quickly."
"The solution helps us provide a better user experience to our customers."
"The real user monitoring helps us evaluate our customers' real experiences, which is valuable as an eCommerce company."
"The most valuable feature of AppDynamics is Proactive Monitoring and Alerting."
"The product is stable and the technical support is good."
"AppDynamics is easy to implement if you follow the documentation, and the documentation that they provide is good."
 

Cons

"A significant downside is that it is very expensive."
"I do not have any notes in terms of improvements."
"They can improve how traces are sent to other providers."
"Sometimes, the collector agents are confusing to configure initially."
"It should have X-Ray SDKs for different languages like Node.js, Python, or Java."
"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."
"If you have a small team, it's probably overkill."
"AWS X-Ray should improve its implementation process to make it easier for developers."
"What could be improved in AppDynamics Browser Real-User Monitoring is for the synthetic jobs or synthetic agents, in particular, you can't do a lot of tests with just one agent. You have to install a lot of agents if you want to do more tests, so this is an area for improvement in the solution. Another area for improvement in AppDynamics Browser Real-User Monitoring is that you're only able to see basic metrics in the absence of server or database visibility. For the SaaS version of AppDynamics Browser Real-User Monitoring, my team just downloaded then installed the extension in an application in Azure to see the application on the controller, so if this can be done in the on-premise version of the solution as well, without needing to install the agent on the machine, then it would make AppDynamics Browser Real-User Monitoring better. Currently, the .NET agent consumes the CPU or memory and clients usually raise this issue with my team, so it would be good if the on-premises version doesn't require agent installation on the machine. Another functionality I'd like to see in the next release of AppDynamics Browser Real-User Monitoring is for it to receive updates from the file config without needing to reset IIS because right now when you do a modification in IIS, you have to restart IIS. When you add a service to the agent config, you have to restart IIS. For the product server, it's not possible to reset IIS after you make changes to the config file, so if this could be improved, then it would make AppDynamics Browser Real-User Monitoring a better solution."
"I would like the ability to choose from some pre-defined dashboards and reports because as it is now, you have to define them separately for each implementation."
"This feature needs to be properly described to a client, and then the client needs to have a use case. There are some clients which do not need it and some clients who do. It is not for everyone and is dependant on their use case."
"AppDynamics' modules and hardware resources are very high."
"The pricing falls within the mid-range category."
"Customer support takes time. Whenever we face any issues, we have to open the vendor case and then there will be back and forth happening."
"Additional support for NextGen mobile platforms also needs to be high in the roadmap prioritizations"
"The cost element is an issue. I can't expect the company to change its way of work. However, given the fact that we earn and do all our business in South African Rand, I would prefer to buy in Rand as opposed to the American dollar or British pound."
 

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."
"AppDynamics is really pricey as it requires licenses for every feature."
"AppDynamics is priced on the higher side."
"I was not involved with the procurement of AppDynamic, but I believe it's expensive."
"AppDynamics offers a yearly basis license."
"The pricing of the solution is reasonable for what features you receive."
"Pricing is based on the size of the deployment."
"The licensing cost is fairly high"
"The solution is highly expensive"
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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
25%
Computer Software Company
10%
Manufacturing Company
8%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Large Enterprise3
By reviewers
Company SizeCount
Small Business55
Midsize Enterprise36
Large Enterprise195
 

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?
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...
What is your experience regarding pricing and costs for AppDynamics?
I would rate the pricing an eight out of ten. The solution is highly expensive. Our company pays for the solution on a yearly basis, if we don't add new modules or features to the license, we need ...
 

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: February 2026.
881,707 professionals have used our research since 2012.