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Apache SkyWalking vs Dynatrace comparison

 

Comparison Buyer's Guide

Executive Summary

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

Apache SkyWalking
Ranking in Application Performance Monitoring (APM) and Observability
30th
Average Rating
8.6
Reviews Sentiment
5.5
Number of Reviews
2
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
359
Ranking in other categories
Log Management (5th), Mobile APM (2nd), Container Monitoring (2nd), AIOps (2nd), AI Observability (3rd)
 

Mindshare comparison

As of March 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Apache SkyWalking is 0.7%, up from 0.7% compared to the previous year. The mindshare of Dynatrace is 6.0%, down from 11.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Dynatrace6.0%
Apache SkyWalking0.7%
Other93.3%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

reviewer2784462 - PeerSpot reviewer
Software Engineer at a tech vendor with 10,001+ employees
Tracing has revealed hybrid bottlenecks and delivers full visibility into critical payment flows
Apache SkyWalking provided full visibility into the black hole because before using it, we could not see what was happening when a request left Amazon EKS and went to our on-premises legacy databases. Apache SkyWalking's distributed tracing correlates these two worlds in a single view, showing us that 40% of the latency was actually happening in the network hop between the cloud and the physical data center, not in the code itself. Second, it exposes hidden architectural flaws. By using the automatic dependency mapping, we discovered that some microservices were stuck in a cyclic dependency which was documented nowhere. This visual evidence allowed us to refactor the logic and immediately increased our throughput by 30%. Apache SkyWalking gave us database-level insight without database access. Through its slow query monitoring, the Java agents captured the exact SQL statements that were hanging during peak sales hours. This meant our developers could fix the exact line of code or index without needing to wait for a DBA to pull logs, reducing our mean time to resolution. There are many features that are useful to mention in this case because we obtained different benefits. Apache SkyWalking automatically drew the topology of the 600 pods where we discovered cyclic dependencies between services that no one had documented before and that were slowing down the system. Another valuable feature is resolving hybrid bottlenecks because we isolated a specific network issue between AWS and the physical data center. Without distributed tracing, infrastructure teams blame Java code and vice versa. Database tuning is also important because thanks to slow query metrics captured by the agent, we identified and rewrote the SQL queries that most impacted performance during sales peaks.
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

"Apache SkyWalking is a very nice tool and an exceptional tool for managing volume and complex architecture on AWS without the prohibitive cost of commercial suites."
"Using Apache SkyWalking has had a positive impact on my organization because it has enabled us to identify the causes of various problems more quickly."
"The Davis artificial intelligence built-in program is valuable. It keeps all the information about the systems, connections, service calls, and requests in its database. It looks at response times and keeps everything in check with baseline figures. If anything goes outside of that baseline, it reports based on that. If the performance starts degrading, it reports on that. Before something breaks, it tells you that it is going to break, and that's the most useful feature of Dynatrace."
"The AppMon solution helped the operations guys to pinpoint one problem area and call the specific group, instead of everyone. The mean time to repair and the resource utilization time, they are totally reduced."
"We can report and monitor specific use cases which could not be monitored with SAP or other tooling."
"We were able to decrease the number of production defects ever since we started using Dynatrace in our test environment."
"The most valuable features are the UEM (User Experience Monitoring) and the DEM (Digital Experience Management)."
"The most valuable feature is the monitoring of application performance."
"It gives us all the data on all the calls, which is something that is very different from any other APM solution that I have seen or used in the past."
"The solution's ability to assess the severity of anomalies based on the actual impact to users and business KPIs is great. It's exactly what we need. The severity impact is based on the users, the availability, and the impact it has on your business."
 

Cons

"Apache SkyWalking can be improved by responding more quickly to new versions of monitored products."
"Apache SkyWalking can be improved with storage management complexity because with this volume of 50 million traces a day, managing data retention on OpenSearch is critical."
"I would like a tool that can give me a one page view of all the problems and issues.​"
"Documentation is slightly in error as far as directory set ups and guidance. We came to our own solution for distributing the disk loads."
"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)."
"​The AppMon 6.5 is problematic in configuring. It is little finicky. When we configured the JVM, it did not work."
"This is not a simple product. You cannot fire and forget."
"There is a limitation on timeframe. Now, if you look at the dashboard, it will state five minutes, then 15 minutes, then one hour, then six hours, and finally 24 hours. I would like them to provide a set of options defining the business hour."
"The plugin architecture is not very flexible, which makes it difficult to add the custom monitoring not available through Dynatrace, specifically around file monitoring."
"Network monitoring is lacking and could be improved."
 

Pricing and Cost Advice

Information not available
"The price range is quite high."
"Its licensing is complicated or not transparent."
"Dynatrace is bit costly and not easily affordable."
"There is time savings. People's times have been cut in half using this solution because we were previously doing a lot of that manual work. Now, it's a lot more automated, and the data is just there."
"We have a three-year contract. We have 30 licenses for the full stack and 3 licenses for the DEM unit."
"There was also some complexity in the adoption rate of it because of how costly the licensing is."
"They could improve their price ranges, as there is no option for startups or testing."
"​I would recommend doing a PoC."
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Top Industries

By visitors reading reviews
Computer Software Company
19%
Financial Services Firm
17%
Retailer
12%
Manufacturing Company
11%
Financial Services Firm
21%
Manufacturing Company
9%
Computer Software Company
8%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business78
Midsize Enterprise50
Large Enterprise299
 

Questions from the Community

What is your experience regarding pricing and costs for Apache SkyWalking?
Our experience with pricing, setup cost, and licensing for Apache SkyWalking is positive since it is free, which was the reason for our decision to use it.
What needs improvement with Apache SkyWalking?
Apache SkyWalking can be improved by responding more quickly to new versions of monitored products, including, for example, taking into account changes in Java class names.
What is your primary use case for Apache SkyWalking?
Our main use case for Apache SkyWalking is for monitoring Java application servers such as Tomcat and WebSphere Liberty.
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

1. Alibaba 2. Amazon 3. Apple 4. Baidu 5. ByteDance 6. Cisco 7. Dell 8. Google 9. Huawei 10. IBM 11. Intel 12. JPMorgan Chase 13. Klarna 14. LinkedIn 15. Microsoft 16. Netflix 17. Oracle 18. PayPal 19. Pinterest 20. Qualcomm 21. SAP 22. Samsung 23. Spotify 24. Tencent 25. Twitter 26. Uber 27. VMware 28. WeChat 29. Xiaomi 30. Zoom
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 Apache SkyWalking vs. Dynatrace and other solutions. Updated: March 2026.
884,933 professionals have used our research since 2012.