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Dynatrace vs Honeycomb Enterprise comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

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

Dynatrace
Ranking in Application Performance Monitoring (APM) and Observability
2nd
Ranking in AI Observability
3rd
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)
Honeycomb Enterprise
Ranking in Application Performance Monitoring (APM) and Observability
27th
Ranking in AI Observability
60th
Average Rating
6.8
Reviews Sentiment
5.1
Number of Reviews
6
Ranking in other categories
AI Code Assistants (11th)
 

Mindshare comparison

As of March 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Dynatrace is 6.0%, down from 11.3% compared to the previous year. The mindshare of Honeycomb Enterprise is 1.2%, down from 1.6% 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%
Honeycomb Enterprise1.2%
Other92.8%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

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.
MukeshSharma - PeerSpot reviewer
Lead Engineer at Qualys
Tracing microservices has exposed gaps in visibility but has provided high-cardinality insights
I have used better tools, I would say. I would not say that I prefer Honeycomb Enterprise as much. I have used Dynatrace, and I found it more comprehensive, and AppDynamics and other tools. These tools can also provide good information, but I find other tools better. Most of the products, I would say, such as Dynatrace or AppDynamics or New Relic, are targeting this microservices market. I think Honeycomb Enterprise can have something very dedicated for microservices because there is an explosion in the migration from monolithic to microservices. If Honeycomb Enterprise can create a stable solution which is easy to use and which gives additional value and helps for faster debugging with microservices, they can certainly gain market share from others. Tracing is already there. I just wish that these tools are a bit less cryptic. These tools sometimes get quite cryptic for new users. The less cryptic they can be made, that can help these tools. Another thing is that for microservices, when you have multiple microservices installed, that is also required. There are tools where you install on a single microservice, but then these microservices interact with multiple microservices. That kind of picture, I have seen that in AppDynamics; they do give a picture showing that a particular request which arrived here had interaction with these other third-party services or microservices and databases. That is what we need. That is what performance engineers and SREs need to see for each request, where it spent the entire time; how many other services or databases it interacted with and what took more or less time, and if there is a sequence, it should highlight that also. Was it parallel or if, for instance, a call to service A and then a call was made to a database, or a call to service A and a database were in parallel, that kind of information.

Quotes from Members

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

Pros

"Finally, we have 100% visibility on website performance, including third-party sources."
"Logs files for JVM transactions help to debug most of the failures."
"The most valuable component of it is taking that guessing out of troubleshooting problems; we no longer have to rely on an architect, or an application person, or someone's memory of how the transaction moves throughout the infrastructure and the different dependencies that it has on it."
"Once you have it running, Dynatrace will show you a picture of your environment that nobody else would have, except perhaps for the architect."
"It has dramatically reduced the time it takes to problem solve webpages and coding problems."
"It is very stable. The improvements that they keep making just make the tool more useful.​"
"Dynatrace has helped us reduce outage times and severity of impact."
"As an administrator for the AppMon servers, we see the benefits every day when we help business teams to figure out some of their problems, troubleshoot to root cause."
"It's very scalable since we used it for a really big organization and it worked."
"From a pros perspective, Honeycomb Enterprise could be a better candidate with high cardinality; when there are too many unique values, Honeycomb Enterprise could be more beneficial there."
"From a pros perspective, Honeycomb Enterprise could be a better candidate with high cardinality; when there are too many unique values, Honeycomb Enterprise could be more beneficial there."
"Honeycomb Enterprise has positively impacted our organization by providing live alerts."
"The solution's most valuable features are the queries for the OpenTelemetry events and all the tracing."
"The approach offers significant benefits in terms of efficiency, consistency, and proactive security management, particularly valuable for organizations with large, distributed development teams."
"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."
 

Cons

"Session export for offline analysis, like it was in AppMon, would be also nice."
"​Configuring nodes and agents should be more like plug and play."
"The scalability is there, but it is a headache when you do a lot of stuff and when you need to compare a lot of servers and do a lot of things. The scalability is very difficult to maintain."
"Needs a clearer view for Smartscape."
"I would like Dynatrace to be more flexible and user-friendly."
"Waiting for the session replay needs improvement."
"On the one hand we have Dynatrace, on the other hand, we have AppMon. We know Dynatrace is more powerful, with a lot of functions, but there are some core functions AppMon has that Dynatrace needs."
"Possibly include some network monitoring capabilities."
"We can make alerts based on static numbers, which may block us from building alerts that could be generic enough or could be serviced."
"The way Grit architecture is designed and how it works, it is and may not become an alternative choice of code security solutions."
"The process of log scraping gets delayed on Honeycomb.io. At times, it gives false alerts to the application team."
"I rate Honeycomb Enterprise a seven out of ten because I feel a lot of the journeys could be made cleaner."
"However, the reason it's only five is because it's lagging behind in terms of AI-compatible features."
"I have used better tools, I would say. I would not say that I prefer Honeycomb Enterprise as much."
"I have used better tools, I would say. I would not say that I prefer Honeycomb Enterprise as much."
 

Pricing and Cost Advice

"The limitations I see are more to do - and maybe it's because of the nature of the job I have - but they have to do with pricing. It's a little bit pricey. It's a very good tool. It's worth the price, to a certain degree. But it's hard to justify when it's that costly."
"The product is pricey, but it is feature-rich, which is why we probably haven't looked away from it."
"The solution is not cheap."
"The product is really fast to implement and gives customers instant value. This is important, because it reduces costs on the implementation."
"The licensing model is confusing in solutioning clients for the number of hosts needed to deploy."
"There is a license cost, which is obviously more expensive than an open-source solution, but for the return on investment from what you get from it, it's a great investment. Of course, it could always be cheaper."
"The setup costs for Dynatrace are low, however licensing costs are high."
"Always gives good ROI and total cost of ownership."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Manufacturing Company
9%
Computer Software Company
8%
Government
6%
Computer Software Company
15%
Financial Services Firm
12%
Manufacturing Company
9%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business78
Midsize Enterprise50
Large Enterprise299
By reviewers
Company SizeCount
Small Business3
Large Enterprise4
 

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 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...
What needs improvement with Honeycomb.io?
The major thing that's missing from Honeycomb Enterprise is AI compatibility. As far as I know, it's not really a text-based or code-based tool. It's more of a UI right now, which before this parad...
What is your primary use case for Honeycomb.io?
We were building a product for one of the biggest wealth management platforms in the world, an American wealth management platform. For them, it is really important for the product to be reliable a...
What advice do you have for others considering Honeycomb.io?
Having those alerts and metrics in Slack helps with our SLAs. If we ever have downtime in a service, we can get back to it straight away. I rate Honeycomb Enterprise a seven out of ten because I fe...
 

Also Known As

No data available
Grit
 

Overview

 

Sample Customers

Audi, Best Buy, LinkedIn, CISCO, Intuit, KRONOS, Scottrade, Wells Fargo, ULTA Beauty, Lenovo, Swarovsk, Nike, Whirlpool, American Express
Clover Health, Eaze, Intercom, Fender
Find out what your peers are saying about Dynatrace vs. Honeycomb Enterprise and other solutions. Updated: March 2026.
884,933 professionals have used our research since 2012.