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Honeycomb Enterprise vs VMware Aria Operations for Applications comparison

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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

Honeycomb Enterprise
Ranking in Application Performance Monitoring (APM) and Observability
10th
Average Rating
7.8
Reviews Sentiment
5.8
Number of Reviews
19
Ranking in other categories
AI Code Assistants (8th), AI Observability (9th)
VMware Aria Operations for ...
Ranking in Application Performance Monitoring (APM) and Observability
18th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
14
Ranking in other categories
IT Infrastructure Monitoring (13th), Container Monitoring (6th), Cloud Monitoring Software (13th)
 

Mindshare comparison

As of November 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.0%, down from 1.3% compared to the previous year. The mindshare of VMware Aria Operations for Applications is 1.3%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Honeycomb Enterprise1.0%
VMware Aria Operations for Applications1.3%
Other97.7%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

EN
Tech Consultant at multi ideal
Observability has transformed how I troubleshoot microservices and reduce incident time
Overall, I have had a very good experience with Honeycomb Enterprise, but there are a few areas where it could be improved. I would like to see more out-of-the-box dashboards and templates for common Kubernetes and cloud-native workloads so that new users can get value more quickly. The learning curve can be steep, especially for engineers who are new to distributed tracing and observability concepts. Additionally, while the query capabilities are very powerful, there are times when specifying advanced query workflows could be improved to provide a better overall experience for troubleshooting and observability. Beyond what I mentioned, there are a few other areas that could also be improved. I would like to see even deeper native integration with more DevOps and ITSM tools to make it easier to connect observability data directly into incident management and operational workflows. Regarding pricing, Honeycomb Enterprise delivers strong value, but as organizations scale and generate larger volumes of telemetry, cost can become a consideration. More flexible pricing options or cost optimization features for high-volume environments would be helpful. My support experience has been generally positive, but faster turnaround time for complex technical issues and more advanced implementation guides or best practices documentation would make onboarding and troubleshooting easier. These improvements would make an already strong observability platform even more accessible and scalable for enterprise teams.
AS
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.

Quotes from Members

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

Pros

"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."
"Honeycomb Enterprise has had a very positive impact on our organization by reducing the time it takes to identify and resolve production issues."
"Honeycomb Enterprise played a vital role in identifying the problems in the initial calls itself, which has actually saved us a lot of incidents and reduced customer complaints by almost ninety to ninety-two to ninety-three percent as per the data I have."
"Honeycomb Enterprise has helped make troubleshooting more efficient by reducing the time spent manually checking logs across multiple services."
"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."
"It is just amazing working with it, because we have a dashboard and we can run queries to get these error logs, get directly what we want within the time frame, and it helps debug the code and the terminal."
"Distributed tracing makes troubleshooting easier for me because I can follow a request across different services and see where the delay or an error occurs."
"We haven't had any issues with stability."
"It has a familiar interface, which makes it easy to get started."
"Scalability for VMware Aria Operations for Applications is easy to implement and manage."
"The most valuable aspects of the solution are its ease of use and its ease of implementation."
"This solution will give you a single pane of glass for everything, and centralized monitoring."
"I find VMware Aria Operations for Applications to be very stable, and I would rate it a ten out of ten."
"It significantly improves application performance management by offering recommendations for resource allocation to avoid wastage or overcommitment."
"Tanzu itself, integrated with multiple solutions, bestows support and security upon a container platform, especially when it comes to managing open-source container platforms such as Kubernetes."
 

Cons

"The process of log scraping gets delayed on Honeycomb.io. At times, it gives false alerts to the application team."
"There are a lot many negatives that Honeycomb Enterprise is having. One of them is that it needs good instrumentation and instrumentation to work properly."
"Honeycomb Enterprise can be easier to learn, especially for those who are not familiar with distributed tracing and high-cardinality data."
"The areas for improvement with Honeycomb Enterprise lie in the query UI, which could be improved to a more current standard."
"Regarding other aspects, I cannot comment fully because we only use that particular part for tracing the particular threads as per the issues and there are multiple issues in which we have not used it."
"One of the disadvantages or areas for improvement I see is that it is very costly. My honest opinion is that its service is very good, but for me as an individual, if I am using it in a small app, it creates a huge amount of data and it is very expensive to manage."
"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."
"The implementation is a long process that should be improved."
"It could use a URL document server. Everything in the market is moving towards automation and everybody's looking for the single click operations as well relational data locality."
"Its billing model is consumption-based. I understand the consumption-based model, but it is not necessarily easy to estimate and guess how many points or how much we are going to consume on a specific application up until we get to that point. So, for us, it would be helpful to have more insights or predictability into what we can expect from a cost perspective if we are starting to use specific features. This can potentially also drive our consumption a bit more."
"The support from VMware is not very helpful. This is because you always receive many questions from the support service but few actual solutions."
"I would like to see integration with Kubernetes cluster and APIs so that you can manage the entire stack."
"The initial setup should be easier and more seamless."
"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. That way they don't have to ask us."
"The return on investment is best suited for organizations that do not have the resources for a dedicated VM environment team. However, the cost of the product doesn't show significant benefits."
 

Pricing and Cost Advice

Information not available
"I would rate the pricing as three out of five."
"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."
"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."
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Top Industries

By visitors reading reviews
Manufacturing Company
10%
Comms Service Provider
10%
Financial Services Firm
9%
Computer Software Company
8%
Manufacturing Company
10%
Financial Services Firm
9%
Comms Service Provider
8%
Outsourcing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise4
Large Enterprise17
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise10
 

Questions from the Community

What needs improvement with Honeycomb.io?
Honeycomb Enterprise can be easier to learn, especially for those who are not familiar with distributed tracing and high-cardinality data.
What is your primary use case for Honeycomb.io?
Honeycomb Enterprise serves as the main observability, distributed tracing, and troubleshooting solution for microservices in my project. A specific example of how I have used Honeycomb Enterprise ...
What advice do you have for others considering Honeycomb.io?
I would rate Honeycomb Enterprise seven out of ten. The reason I gave this rating is because it provides strong distributed tracing and useful query capability, but the learning curve is steep for ...
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, CPU-wise, storage, and memory costs per hour or day. Once cost drivers are provid...
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 console to manage all entities. The cloud integration capabilities, including priva...
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 automation using VMware Aria Operations for Applications. There is an automation ta...
 

Also Known As

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

Overview

 

Sample Customers

Clover Health, Eaze, Intercom, Fender
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
Find out what your peers are saying about Honeycomb Enterprise vs. VMware Aria Operations for Applications and other solutions. Updated: November 2026.
920,929 professionals have used our research since 2012.