Dynatrace vs Splunk AppDynamics vs VMware Aria Operations for Applications comparison

Dynatrace and Splunk are both solutions in the Application Performance Monitoring (APM) and Observability category. Dynatrace is ranked #2 with an average rating of 8.6, while Splunk is ranked #3 with an average rating of 8.0. Dynatrace holds a 5.6% mindshare in APM, compared to Splunk’s 3.9% mindshare. Additionally, 95% of Dynatrace users are willing to recommend the solution, compared to 91% of Splunk users who would recommend it.

Dynatrace

Read 360 Dynatrace reviews

27,820 Views
18,918 Comparison Views

95% willing to recommend

Splunk AppDynamics

Read 268 Splunk AppDynamics reviews

19,749 Views
14,614 Comparison Views

91% willing to recommend

VMware Aria Operations for ...

Read 14 VMware Aria Operations for Applications reviews

4,749 Views
2,469 Comparison Views

93% willing to recommend

Dynatrace

Splunk AppDynamics

VMware Aria Operations for ...

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Executive Summary

We performed a comparison between Dynatrace, Splunk AppDynamics, and VMware Aria Operations for Applications based on real PeerSpot user reviews.

Find out what your peers are saying about Datadog, Dynatrace, Splunk and others in Application Performance Monitoring (APM) and Observability.

To learn more, read our detailed Application Performance Monitoring (APM) and Observability Report (Updated: April 2026).

Buyer's Guide

Application Performance Monitoring (APM) and Observability

April 2026

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Helped 886,932 peers since 2012

Review summaries and opinions

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

Mindshare comparison

As of April 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Dynatrace is 5.6%, down from 11.2% compared to the previous year. The mindshare of Splunk AppDynamics is 3.9%, down from 5.0% compared to the previous year. The mindshare of VMware Aria Operations for Applications is 1.3%, up from 0.8% 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	5.6%
Splunk AppDynamics	3.9%
VMware Aria Operations for Applications	1.3%
Other	89.2%

Application Performance Monitoring (APM) and Observability

Featured Reviews

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.

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Shamim Alsharif

Performance Test Engineer at TANIM CONSULTING, LLC

Real-time monitoring has improved our banking API performance and supports detailed business transaction analysis

The real-time monitoring is what we can see for anything that is needed in terms of CPU, memory, or the connections or the sessions related. It's real-time monitoring of performance of each of the components, which is what we need and use all the time. It's highly effective, I would say. Infrastructure visibility, transaction monitoring, to check the actual user experience in terms of the response time, MRT and all those things. We do the component monitoring like the API performance and the connections and all those things, but we also do the business process monitoring and business transaction monitoring.

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Ajay Shukla

Consultant at HCLTech

Automation and insightful diagnostics elevate operations while improvements are welcome

The new version 8.18 has brought significant improvements. The main purpose of using this tool is having a single console to manage all entities. The cloud integration capabilities, including private, public, and hybrid, are already well-implemented. The ability to manage multiple vCenters across different geographical locations is very effective. The new Skyline health feature and certificate and licensing management are particularly useful improvements. The dashboard's overview tab provides comprehensive information about current vCenter status, resizable amounts, reclamation opportunities, anomalies, diagnostics, licensing, and certificates. However, there is room for improvement in application analysis. The current functionality lacks detailed monitoring at the kernel level, focusing mainly on CPU, memory, and storage matrices. Enhanced application monitoring capabilities, including tracking downtime for specific types of applications such as transactional or e-commerce applications, would be beneficial.

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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

"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."

"The main benefit of Dynatrace is that it's easy to understand where exactly the issue is; when you see the PurePath, you know which particular machine or hop the application is having an issue with, allowing us to easily drill down to what is happening with the application."

"It is really comfortable and easy to use for application monitoring. We are able to see and go deep into the problem. We didn't have any issues with this product."

"We used to rely on multiple operations tools to monitor and obtain bits and pieces. Now, we have it all in a single pane of glass."

"Real time monitoring helps reduce downtime. It saves a lot of time in determining what is the likely cause of an issue an end user may be experiencing."

"We used siloed monitoring tools but we couldn't find most of the features that Dynatrace offers, which is why these guys are standing first in the market, number one in the market."

"Provides more visibility into applications."

"We spend less time tracking down what's truly a problem and looking for problems, and more time actually solving the problems."

More Dynatrace pros

"The AppDyniamics technical support is good; we haven't had any problems with them and they answer very quickly."

"The product has the ability to drill down to the errors whenever we have issues."

"We use AppDynamics to evaluate an application we were using, called Liferay, an open-source portal, because we wanted to evaluate the performance of our application."

"Monitoring and mediating the risks are the most beneficial features."

"The ability to identify the top running queries has been extremely valuable for us."

"Splunk AppDynamics' AI-powered anomaly detection and root cause analysis are very effective in diagnosing performance issues, allowing me to quickly identify blocking on the database, track slow SQL queries, and understand what is going on."

"Application Analytics' most valuable features are the real-user monitoring and the agents installed in the software stack on the application server."

"I feel AppDynamics is really unique, because I really want to check our loss."

More Splunk AppDynamics pros

"The features I find most valuable is the querying and alerting capabilities."

"For us, the ease of deployment in combination with TMZ was the most important part because we don't have to manually deploy a complex monitoring solution, we can more or less do that with the click of a button, and we are not dependent on the developers to provide us with all the necessary features and functions to make that work."

"The solution is great for virtualization and preparing the infrastructure in Tanzu to test products, it's very fast and has good visibility."

"This solution allows me to have true visibility for any metrics when it comes to my cloud, and private."

"The most valuable aspects of the solution are its ease of use and its ease of implementation."

"It has a familiar interface, which makes it easy to get started."

"Wavefront gives us the complexity we need, instead of spending time coming up with a nice dashboard from some other means, or just creating and coding our own app."

"The solution provides single-console management for multiple VMware environments and cloud integrations, whether hybrid, private, or public cloud."

More VMware Aria Operations for Applications pros

Cons

"We have some issues with react user sessions."

"We have had problems with our implementation. The SAP Hybris Commerce side of things has been very smooth, but not the BizTalk side."

"Dynatrace has APIs, but they are unfriendly APIs. If they were friendly like Splunk or Sumo Logic had, we might integrate that same data on a single webpage, then start showing these internally."

"Pricing and the license model could be improved."

"Definitely something to be improved is that OneAgent runs as a route, and not all applications want to run as route."

"Current issue is adding a new resource or removing an old resource. It would be helpful if we could include group distribution email IDs for alerting."

"The documentation of Dynatrace needs to be improved. There needs to be a more detailed description and additional examples for background understanding for beginners trying to use it."

"They could spend more time and effort in creating brand awareness."

More Dynatrace cons

"The Log Analytics feature is a bit complicated."

"Further integrations with other monitoring systems would be very helpful. I want to see it interacting more with the infrastructure, to get more statistics and details from our infrastructure environment and not only applications."

"The way we execute it, it takes a bit of time, like every tool."

"The solution could improve by covering more technologies. For example, it does support .NET Core applications. However, it could be a bit better."

"We would love to see support for more types of agents in the mainframe world."

"The overall performance of this solution could be improved."

"Every upgrade is a challenge. A big enterprise cannot handle that many releases like that."

"I would like to be able to monitor both cloud an on-prem infrastructures, displayed in one dashboard."

More Splunk AppDynamics cons

"I would like to see integration with Kubernetes cluster and APIs so that you can manage the entire stack."

"They could make it more easy to plug-in data so that a nontechnical person will be able to use it, like accountants or finance people."

"The documentation and integration with Kubernetes could be improved."

"I find that there could be improvements in the support service response time, as the urgency varies unless specified as Priority 2 or 1 cases."

"The solution could be expensive, which might be a limiting factor."

"I find that there could be improvements in the support service response time, as the urgency varies unless specified as Priority 2 or 1 cases."

"However, it is still not a very mature product."

"The main problem I have is that the license cost is very high."

More VMware Aria Operations for Applications cons

Pricing and Cost Advice

"While it is quite good in respect to its functionality, there are few area in regards to pricing that they can look at how to possibly change. I have heard it's costly."

"Financially Dynatrace was a lot more expensive than AppDynamics."

"There is a license issue where if we increase the memory we have to up the licenses. I was unaware of that going in. I thought it was scalable without all the paperwork behind the scenes. "

"The price range is quite high."

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

"The setup costs for Dynatrace are low, however licensing costs are high."

"The licensing for Dynatrace is high. If you want to go for monitoring solutions, then why Dynatrace? If you have a particular budget, you can go for many other monitoring tools - apart from Dynatrace - and they can help you more and give more data than Dynatrace can. It's not worth the money that you spend for Dynatrace."

"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."

More Dynatrace pricing and cost advice

"The tool is expensive."

"As compared to other applications, its price is moderate. Its price is neither very high nor very low."

"We have a license-based solution. That means you need a license for each server you monitor."

"AppDynamics Server Monitoring is a very expensive product, but if you negotiate well, you get value for money...My company used to make early payments toward the licensing costs of the solution, but now my company has opted for a different licensing model."

"The license fee for Application Analytics is in the range of 2.5 million over three years, with extra fees for service contingencies."

"It would be better if there were more solutions incorporated into the base price. "

"We have two different licensing models for this solution. One of them is the agent based model, which requires payment per agent. The other is an infrastructure based model, where the price is based on the CPU core. For the infrastructure model wholesale level pricing applies. All of the up to date licensing prices for this product are available on the manufacturers website."

"There is a license for the solution and we paid approximately $2,000. There is also an additional cost above the standard license which cost us approximately $3,000."

More Splunk AppDynamics pricing and cost advice

"I would rate the pricing as three out of five."

"I don't have the details. In our case, there is a mixture in place. We have production usage, and we are also doing training for VMware. So, we also have a training instance. It is worth the money you would spend on it. That's because if you were to build all of this yourself by using some of the open source tools, then you would need a lot of time."

"The licensing costs are very high, particularly when you consider that we have to purchase a level 1 license for every integration, such as the load balancer, HAProxy, and the MSSP. And if you want to use vSAN, that's another license. Then, of course, Tanzu Observability has its own separate license."

"Different locations require different setups. In your terms, around 300 to around 400K USD."

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Comparison Review

ITspe9886

IT Specialist at a government with 10,001+ employees

Feb 24, 2019

Compared to AppDynamics where we are still trying to get it into production, we had the latest version of Dynatrace in production within three days

Our primary use case for both Dynatrace and AppDynamics is for application performance monitoring (APM). The main reason for having application performance monitoring is, when we see something is running slowly, we can immediately look to see where the issue is at before our systems crash on us…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

21%

Manufacturing Company

Computer Software Company

Government

Financial Services Firm

28%

Manufacturing Company

Computer Software Company

Comms Service Provider

Financial Services Firm

13%

Manufacturing Company

11%

Government

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	78
Midsize Enterprise	50
Large Enterprise	300

By reviewers
Company Size	Count
Small Business	57
Midsize Enterprise	37
Large Enterprise	200

By reviewers
Company Size	Count
Small Business	4
Midsize Enterprise	1
Large Enterprise	10

Questions from the Community

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 yo...

See all answers

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 sta...

See all answers

Any advice about APM solutions?

There are many factors and we know little about your requirements (size of org, technology stack, management systems,...

See all answers

What do you like most about AppDynamics?

The solution saves time and cost.

See all answers

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 ...

See all answers

What needs improvement with AppDynamics?

The solution is available at an inflated cost.

See all answers

What is your experience regarding pricing and costs for VMware Tanzu Observability by Wavefront?

The solution includes cost drivers that can be configured according to your environment. You can input server-wise, C...

See all answers

What needs improvement with VMware Tanzu Observability by Wavefront?

The new version 8.18 has brought significant improvements. The main purpose of using this tool is having a single con...

See all answers

What is your primary use case for VMware Tanzu Observability by Wavefront?

I have been involved in several projects where I had to implement automation and monitoring alerting. I performed aut...

See all answers

Comparisons

Datadog vs Dynatrace

Compared 7% of the time

New Relic vs Dynatrace

Compared 5% of the time

Splunk Enterprise Security vs Dynatrace

Compared 3% of the time

Avantra vs Dynatrace

Compared 3% of the time

Azure Monitor vs Dynatrace

Compared 2% of the time

More Dynatrace Competitors

Datadog vs Splunk AppDynamics

Compared 5% of the time

New Relic vs Splunk AppDynamics

Compared 5% of the time

Splunk Enterprise Security vs Splunk AppDynamics

Compared 4% of the time

PRTG Network Monitor vs Splunk AppDynamics

Compared 3% of the time

Avantra vs Splunk AppDynamics

Compared 3% of the time

More Splunk AppDynamics Competitors

Datadog vs VMware Aria Operations for Applications

Compared 5% of the time

LogicMonitor vs VMware Aria Operations for Applications

Compared 5% of the time

Nagios XI vs VMware Aria Operations for Applications

Compared 4% of the time

Zabbix vs VMware Aria Operations for Applications

Compared 3% of the time

New Relic vs VMware Aria Operations for Applications

Compared 2% of the time

More VMware Aria Operations for Applications Competitors

Product Reports

Buyer's Guide

Dynatrace

April 2026

Download Dynatrace product report

Buyer's Guide

Splunk AppDynamics

March 2026

Download Splunk AppDynamics product report

Buyer's Guide

VMware Aria Operations for Applications

March 2026

VMware Aria Operations for Applications report

Download VMware Aria Operations for Applications product report

Also Known As

No data available

Tanzu Observability, Wavefront, Wavefront by VMware, VMware Tanzu Observability

Overview

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."

Dynatrace

Splunk AppDynamics is a comprehensive performance monitoring tool providing end-to-end transaction tracking, real-time monitoring, and a user-friendly interface. With AI-powered features, it enhances operational efficiency and resilience by offering insights into user interactions and infrastructure issues.

Splunk AppDynamics excels in monitoring applications and infrastructure performance, offering extensive support across environments like AWS and cloud. It aids in application performance monitoring, end-user experience, database analysis, and proactive incident detection. Supporting Java, .NET, and other technologies, it provides real-time insights into application health, resource utilization, and transaction tracking, ensuring reliable user experiences. Challenges remain in UI complexity, agent-based architecture, integration with diverse environments, and documentation clarity. Its licensing model is costly, and customer support may be slow. Performance concerns exist in historical data granularity and network visibility.

What features make Splunk AppDynamics stand out?

End-to-End Transaction Tracking: Monitors entire user transactions for comprehensive visibility.
Real-Time Monitoring: Provides instant insights into system performance.
AI-Powered Anomaly Detection: Identifies anomalies with advanced machine learning techniques.
Code-Level Troubleshooting: Diagnoses issues at the code level for precise fixes.
Business Transaction Visibility: Offers detailed views into transaction flow across all system layers.

What benefits and ROI can users expect from Splunk AppDynamics?

Improved Application Performance: Enhances system efficiency and reliability.
Operational Efficiency: Streamlines monitoring and issue resolution processes.
Enhanced Business Resilience: Strengthens the ability to adapt to performance challenges.
Seamless User Experiences: Ensures uninterrupted service and user satisfaction.

Organizations in industries like finance and healthcare implement Splunk AppDynamics to monitor critical applications and infrastructure. Its capabilities in transaction tracking and AI-driven insights are crucial for maintaining system reliability, supporting technologies such as Java and .NET, and ensuring optimal resource utilization.

Splunk

VMware Tanzu Observability by Wavefront is a powerful tool for monitoring and analyzing the performance and availability of applications and infrastructure in real-time.

With its comprehensive monitoring capabilities, visualizing and analyzing data becomes effortless. The real-time alerting system ensures timely issue resolution, while scalability and a user-friendly interface provide a seamless experience for smooth operations.

Broadcom

Sample Customers

Audi, Best Buy, LinkedIn, CISCO, Intuit, KRONOS, Scottrade, Wells Fargo, ULTA Beauty, Lenovo, Swarovsk, Nike, Whirlpool, American Express

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

1. Atlassian 2. Cisco 3. Databricks 4. DigitalOcean 5. Equinix 6. Fidelity Investments 7. Google 8. Hewlett Packard Enterprise 9. Honeywell 10. IBM 11. Intel 12. JetBlue Airways 13. LinkedIn 14. Lyft 15. Mastercard 16. Microsoft 17. MongoDB 18. Netflix 19. Nvidia 20. Oracle 21. PayPal 22. Pinterest 23. Qualcomm 24. Red Hat 25. Salesforce 26. SAP 27. Spotify 28. Square 29. TMobile 30. Twitter 31. Uber 32. VMware

Buyer's Guide

Application Performance Monitoring (APM) and Observability

April 2026

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