Try our new research platform with insights from 80,000+ expert users

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
28th
Average Rating
9.0
Reviews Sentiment
5.7
Number of Reviews
1
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 Apache SkyWalking is 0.7%, up from 0.7% 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%
Apache SkyWalking0.7%
Other93.0%
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."
"The initial setup was straightforward."
"The features that we find most valuable are automatic root cause detection, topology discovery, and session replay."
"​We have drastically reduced the delay taken by the diagnostic phase. As we identify the root cause very rapidly, we can now focus on the solution and communication."
"Most importantly the back-end components. Most of the back-end components that the application connects to; nobody knows how our application interacts with, for example, the DataPower Gateway. But AppMon really provides that information for us. So finding the gaps is the key here."
"The graphical interface is helpful, as it illustrates things well for anyone who wants to know about the information it provides."
"Email alert and mobile app alert are very useful for informing the team that something is going wrong."
"We can see issues that occur, sometimes before the clients do. Before we have client (or end user) calls for issues, we are able to start troubleshooting and even resolve those issues. We can quickly identify the root cause and impact of the issues as they occur, and this is very helpful for providing the best client experience."
"The most valuable feature of the solution would be the level of visibility that you get. I haven't seen anything that gives us that level of visibility yet"
 

Cons

"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."
"There continues to be some opportunity to expose the infrastructure from a broader reporting standpoint. Overall, the opportunity is in the reporting capability and the ability to more flexibly expose or pivot the data for deeper analysis. Oftentimes, the solution is good at looking narrowly at information, but when you want to broaden that perspective, that's where the challenges come in. At this point, it requires the export of data to external systems to do this."
"Documentation could be improved. E.g., you don't know how to properly use Dynatrace because documentation is almost lacking behind the features being deployed."
"The business use case is that most people want to see how many orders came in. I'd like to be able to get data out of JavaScript tags, and capture more data. I think that would make it much more useful, rather than using Google Analytics. Instead, have one tool to capture all the stack, that would make it easy."
"The plugin architecture is not very flexible, which makes it difficult to add the custom monitoring not available through Dynatrace, specifically around file monitoring."
"They need to improve on claims about being an enterprise system. The definition of enterprise is loosely used, however, from a holistic security perspective, including infrastructure, network, ports, software, applications, transactions, and databases, there are areas lacking, especially in network monitoring tools."
"We have a very stringent budget for an infrastructure solution. Maybe if they provided modules, a simple module with fewer features and a lower price, that would be very good."
"Enterprise Synthetic of DC RUM can be made more robust."
"The pricing model of Dynatrace is somewhat confusing."
 

Pricing and Cost Advice

Information not available
"We purchased a subscription for one year and it is an expensive solution for a large enterprise like ours."
"From what I have heard in the company, Dynatrace is expensive."
"Dynatrace is very good and it's provided a lot of information, it plays a positive role in making your application up to date in the market. If you want to monitor some applications only, it would be cheaper if you did cloud monitoring, but the price benefit depends on the use case."
"The product is definitely worth taking a look at. Be aware that it is probably more pricey than other options on the market, but there are a lot of capabilities. Dynatrace has an eye toward the future and the computing and monitoring needs that we are gonna need for the cloud. ​"
"We have not fully been able to get the full value out of the product. It is expensive compared to other things that we have had in the past. Paying that much and not being able to get the full return on the product is a downgrade. ​"
"​I would recommend doing a PoC."
"We have a three-year contract. We have 30 licenses for the full stack and 3 licenses for the DEM unit."
"The cost is somewhat high."
report
Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.
881,707 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Computer Software Company
20%
Financial Services Firm
18%
Manufacturing Company
11%
Retailer
11%
Financial Services Firm
22%
Manufacturing Company
8%
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 Enterprise298
 

Questions from the Community

What is your experience regarding pricing and costs for Apache SkyWalking?
It is a good experience with pricing, setup cost, and licensing, but I am not in charge of this; the customer is in charge of the purchasing of the tool.
What needs improvement with Apache SkyWalking?
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. We had to implement cust...
What is your primary use case for Apache SkyWalking?
My main use case for Apache SkyWalking is a project that started in 2023 for a retail client facing serious performance issues on their new distributed architecture on AWS. The technical criticalit...
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 Datadog, Dynatrace, Splunk and others in Application Performance Monitoring (APM) and Observability. Updated: January 2026.
881,707 professionals have used our research since 2012.