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Honeycomb Enterprise vs IBM Application Performance Management 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
14th
Average Rating
7.8
Reviews Sentiment
5.8
Number of Reviews
15
Ranking in other categories
AI Code Assistants (8th), AI Observability (11th)
IBM Application Performance...
Ranking in Application Performance Monitoring (APM) and Observability
63rd
Average Rating
6.4
Reviews Sentiment
5.9
Number of Reviews
7
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Honeycomb Enterprise is 1.0%, down from 1.4% compared to the previous year. The mindshare of IBM Application Performance Management is 0.7%, up from 0.5% 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%
IBM Application Performance Management0.7%
Other98.3%
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.
Daniel Tamiru - PeerSpot reviewer
Manager, Database & System Administration at Awash International Bank
A multi-functional solution but has poor stability and performance-related issues
We are using version 4 of IBM Application Performance Management, and it is deployed on-premises. We use it for internet banking and mainly for application performance on-site. For example, if we face performance-related issues in one of our software or managed services, we use this solution to…

Quotes from Members

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

Pros

"Honeycomb Enterprise is effective because it helps teams quickly find, understand and debug unusual behavior in the complex systems."
"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."
"It's very scalable since we used it for a really big organization and it worked."
"Efficiency improvements in processes with Honeycomb Enterprise have definitely been seen, and the most representative example is that more projects can be handled than could be done prior to using Honeycomb Enterprise."
"Using Honeycomb Enterprise as a tracing service made it very quick to identify and fix issues."
"The solution's initial setup process was straightforward since we were getting enough support from Honeycomb.io's team."
"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."
"The solution's most valuable features are the queries for the OpenTelemetry events and all the tracing."
"The transaction tracking feature from IBM is the most important feature for us. It is something that provides a terrific value for us and our clients. It has a lot of data sources and agents that are collectors. It is also stable."
"It's easy to use."
"I would rate the scalability an eight out of ten."
"The most valuable feature is the breakdown that it provides, such as a description of the fields for a particular transaction."
"I would recommend this solution to others."
"The initial setup was straightforward and took minimal effort."
"IBM Application Performance Management helped us increased our response time by 80% and cost 60% less."
"Because we have partnerships with other partners, I can share a bit about what I've noticed with IBM APM compared to other vendor solutions. Specifically, with IBM, the visibility into detailed process information is more tangible. On the OS level, APM displays all processes (or the top 10 processes) that are consuming CPU or resident memory. This is the most important thing that is not always available with other vendors."
 

Cons

"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."
"However, the reason it's only five is because it's lagging behind in terms of AI-compatible features."
"The areas for improvement with Honeycomb Enterprise lie in the query UI, which could be improved to a more current standard."
"The learning curve for things such as traces, spans, high-cardinality data, and advanced queries is an area where Honeycomb Enterprise can be improved."
"The process of log scraping gets delayed on Honeycomb.io. At times, it gives false alerts to the application team."
"One challenge is that many things have to be defined manually and are not totally automated, while some competitors used for different projects or clients do have automation."
"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."
"On the negative side, dashboarding is not that great."
"It's still missing some platforms. For example, if you look to applications itself, it is missing the interface."
"The demo that was provided to us is not working very well. At times, there are errors."
"The solution, itself, has a negative impact on the performance of the machine."
"With APM, we noticed that the agent can cause a lot of issues for the application, making the agent very unreliable. Many issues are happening, and we've had to discuss it with support to try and get a fix. It affects application availability, and sometimes actions fail because of the agent, degrading the performance of the application."
"Its web user interface is a little bit old in comparison to other solutions, such as New Relic, and it should be improved. Its scalability and technical support should also be improved. Currently, it is scalable, but only in a vertical way. They provide good technical support, but the initial steps for a new case can be improved to fasten the resolution process."
"The stability is not great and should be better."
"Technical support can be slow and needs improvement."
"They should focus on potentially enhancing the dashboard to make it more contemporary and adding some customization options. Furthermore, there might be room for improvement in the pricing policy."
 

Pricing and Cost Advice

Information not available
"As I previously indicated, I initiated the IBM and uncovered all its elements. Consequently, I'm not inclined towards a licensing approach."
"IBM APM is one of the cheaper products on the market, while everything necessary to get started is included in the license."
"The licensing fees can be paid every six months or on a yearly basis."
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Computer Software Company
9%
Manufacturing Company
9%
Comms Service Provider
9%
Financial Services Firm
16%
Construction Company
11%
Outsourcing Company
11%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise2
Large Enterprise13
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise1
Large Enterprise2
 

Questions from the Community

What needs improvement with Honeycomb.io?
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 comm...
What is your primary use case for Honeycomb.io?
I have been using Honeycomb Enterprise for the past three years. My main use case has been troubleshooting and performing monitoring for Kubernetes-based applications and microservices.
What advice do you have for others considering Honeycomb.io?
I would say that Honeycomb Enterprise takes governance and security very seriously. I appreciate that it supports enterprise features such as role-based access control, SSO integration, and audit c...
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Also Known As

Grit
IBM APM
 

Overview

 

Sample Customers

Clover Health, Eaze, Intercom, Fender
Mibtree, EatDrinkDeals.com, IT Performance Advisor
Find out what your peers are saying about Honeycomb Enterprise vs. IBM Application Performance Management and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.