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Azure Monitor 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:
 

ROI

Sentiment score
6.4
Azure Monitor's ROI is mixed: some value its cost-effectiveness and insights, while others question its expense.
Sentiment score
4.2
Honeycomb Enterprise boosts debugging speed, customer satisfaction, and cost efficiency, enabling operational scaling with reduced staffing needs.
Azure Monitor helps prevent impacts on their system.
Cloud Solution Architect at Cloudzant
Honeycomb Enterprise played a vital role in identifying the problems in the initial calls itself. That has actually saved us a lot of incidents.
Lead Engineer at a tech vendor with 51-200 employees
The biggest return on investment with Honeycomb Enterprise is being able to find, if I am doing production support and something goes wrong, the exact scenario or the exact request and response and the details of that really quickly.
Software Engineer at a non-tech company with 501-1,000 employees
 

Customer Service

Sentiment score
6.1
Azure Monitor's customer service is praised for responsiveness, especially with premium support, but can improve on general knowledge and speed.
Sentiment score
3.1
Honeycomb Enterprise has generally positive customer service, but users face difficulties with technical queries and uneven support experiences.
However, the second-line support is good.
Snr. Infrastructure Architect (Data Centre) at LogicEra
Users end up getting no resolution from their team because they're outsourced vendors, and they don't have deeper expertise over any of the products they are referring to.
Software Engineer (DevOps/ SRE) at Sensys LLC
I would rate the support for Azure Monitor as a seven.
Cloud Solution Architect at Cloudzant
When I was looking at Honeycomb Enterprise support with Go Lambdas, it was a little tricky to find someone who could help me answer the question.
Software Engineer at a non-tech company with 501-1,000 employees
 

Scalability Issues

Sentiment score
7.8
Azure Monitor provides scalable solutions for businesses, supports auto-scaling, integrates with tools, but requires careful cost management.
Sentiment score
5.4
Honeycomb Enterprise efficiently supports scalable organizations with effective data management, though some users see room for pricing improvement.
With APM, you can go heavy or you can go light. It just depends on what you want, what your use case is, and how reactive you want to be to system load or resilient to failure.
Consultant at a outsourcing company with 201-500 employees
Azure Monitor is very scalable; there are no issues with scalability for different kinds of businesses.
Cloud Solution Architect at Cloudzant
When you send traces, you will get the complete view of the life of the code and how it has been executed.
Lead Engineer at a tech vendor with 51-200 employees
Honeycomb Enterprise scales best when all the products in the company use it because it allows tracing outside of individual products to see how they interact.
Software Engineer at a non-tech company with 501-1,000 employees
That is being used for at least eight thousand hosts.
Lead Engineer at Qualys
 

Stability Issues

Sentiment score
8.3
Azure Monitor is highly stable and reliable, though less agile, with high user ratings and potential cost concerns.
Sentiment score
7.1
Honeycomb Enterprise is praised for stability but faces mixed reviews due to integration issues and occasional tracing problems.
Azure Monitor is working fine, yet I face a costing issue as if there are a lot of logs collected in the workspace or in the center, it becomes very costly.
Snr. Infrastructure Architect (Data Centre) at LogicEra
They could not get proper tracing with Honeycomb Enterprise at that time.
Lead Engineer at Qualys
In terms of stability and availability, this is an impressive one.
Customer Support Engineer at a insurance company with 10,001+ employees
 

Room For Improvement

Azure Monitor struggles with user-friendliness, integration, complexity, multi-cloud support, proactive monitoring, and requires enhanced usability and cost transparency.
Users request better documentation, pricing, AI features, a streamlined UI, tool integration, and improved microservices support for Honeycomb Enterprise.
If Azure Monitor can independently add one gigabyte, two gigabytes, or five gigabytes at least to log storage, I can fix the logs without syncing with Log Analytics Workspace and Sentinel.
Snr. Infrastructure Architect (Data Centre) at LogicEra
The cost skyrockets once you start using it, and there are complaints that the actual cost of the Kubernetes cluster was less than the cost they were incurring for Azure Monitor.
Software Engineer (DevOps/ SRE) at Sensys LLC
The challenges with Azure Monitor are that it's initially complex to set up because you need multiple components.
Cloud Solution Architect at Cloudzant
Rather, it must be treated as a powerful supplementary tool that augments the existing code security solutions (such as Snyk or Checkmarx) in a DevSecOps or Secure DevOps environment.
CEO at a computer software company with 10,001+ employees
The main thing is that I think everything should very hard aim for the direction of being AI compatible because every engineer, or most engineers now use AI to code.
Software Engineer at a financial services firm with 11-50 employees
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.
Lead Engineer at Qualys
 

Setup Cost

Azure Monitor offers cost-effective variable pricing, but careful management is essential to avoid high expenses for enterprise users.
When I export logs into the application, workspace, log analytic workspace, and into Sentinel to read reports, I need to add storage, which increases the cost.
Snr. Infrastructure Architect (Data Centre) at LogicEra
In terms of pricing, it was a little challenging to get the company to commit to the full pricing of Enterprise, but once we got there it was nice.
Software Engineer at a non-tech company with 501-1,000 employees
 

Valuable Features

Azure Monitor provides comprehensive real-time monitoring, alerting, and analytics, enhancing security and scalability for seamless infrastructure management.
Honeycomb Enterprise excels in real-time monitoring, scalability, and cost-effective observability, enhancing service management and streamlining operations.
The alerting features definitely help in reducing operational downtime for my customers by allowing us to get notifications in advance and take active actions.
Cloud Solution Architect at Cloudzant
I also appreciate the ability to measure feature activity, see what types of devices they are on, follow specific use cases, and measure the amount of traffic going to a particular application.
Consultant at a outsourcing company with 201-500 employees
Resource monitoring is essential.
Snr. Infrastructure Architect (Data Centre) at LogicEra
We get alerts into Slack, and they work great. We see a lot of metrics go through into Slack, and they are really useful for keeping our team focused on only seeing one place to see alerts.
Software Engineer at Invevo
The most valuable feature of Honeycomb Enterprise for me is the root cause analysis part because it helps me greatly with the response messages and derived error messages which are very clearly mentioned in Honeycomb Enterprise logs.
Customer Support Engineer at a insurance company with 10,001+ employees
Automated pull requests streamline the remediation process, facilitating efficient mass updates across multiple repositories.
CEO at a computer software company with 10,001+ employees
 

Categories and Ranking

Azure Monitor
Ranking in Application Performance Monitoring (APM) and Observability
8th
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
56
Ranking in other categories
Cloud Monitoring Software (5th)
Honeycomb Enterprise
Ranking in Application Performance Monitoring (APM) and Observability
20th
Average Rating
7.4
Reviews Sentiment
5.5
Number of Reviews
9
Ranking in other categories
AI Code Assistants (8th), AI Observability (19th)
 

Mindshare comparison

As of May 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Azure Monitor is 2.4%, down from 7.2% compared to the previous year. The mindshare of Honeycomb Enterprise is 1.1%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Azure Monitor2.4%
Honeycomb Enterprise1.1%
Other96.5%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Andy Rabern - PeerSpot reviewer
Consultant at a outsourcing company with 201-500 employees
Telemetry insights have improved how I track user behavior and application performance daily
I feel Azure Monitor does a fair job. I do feel it is not a streaming service in my opinion. There are advantages to having stream messaging and logging on that level. But for what it is, I feel it does well. My perspective is more based on an Application Insights agent running on a service or an app service and sending the telemetry via the agent, and also doing the filtering of telemetry at the agent level so you are not having a ton of telemetry. I believe Azure Monitor does pretty much the same thing. I have also used tools such as New Relic, and New Relic is a much more robust tool, but that is a different product and you are going to pay for that. It is a different offering altogether. The subscription that we had at the time allowed for a couple gigabytes of telemetry during the month, and I believe that telemetry only lives for about two months. You have to experiment with it to see how much you want to pay. I was not really involved in the pricing. It was more along the lines of we were running up against our limits in terms of the amount of free telemetry or telemetry that we get with our subscription, and so we either needed to scale back or turn specific telemetry types off or do some more sampling. It is nice that those capabilities are there so that you can reduce the amount of telemetry. I cannot really speak to pricing but I do believe that it is somewhat reasonable for Azure Monitor. New Relic is pretty expensive, I believe.
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Computer Software Company
10%
Manufacturing Company
8%
Government
6%
Computer Software Company
13%
Financial Services Firm
12%
Comms Service Provider
8%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise7
Large Enterprise29
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise6
 

Questions from the Community

How does Splunk compare with Azure Monitor?
Splunk handles a high amount of data very well. We use Splunk to capture information and as an aggregator for monitoring information from different sources. Splunk is very good at alerting us if we...
What needs improvement with Azure Monitor?
I feel Azure Monitor does a fair job. I do feel it is not a streaming service in my opinion. There are advantages to having stream messaging and logging on that level. But for what it is, I feel it...
What is your primary use case for Azure Monitor?
I am a developer who uses Azure Monitor for telemetry of the applications that I work on. Application Insights is one of those tools, and I have also used other non-Azure products before. Currently...
What needs improvement with Honeycomb.io?
The only complaint I have is that even though we are on a paid tier where we are paying one hundred thirty dollars per month, we are still lacking the amount of ingestion we have to do. It counts e...
What is your primary use case for Honeycomb.io?
I received information from your team regarding a peer review of Honeycomb Enterprise. As an observability engineer using Honeycomb Enterprise extensively, I can provide substantial input. My prima...
What advice do you have for others considering Honeycomb.io?
In those scenarios where you are not getting the complete data to the customer, it will cap the data to one megabyte. For tracing solution, definitely, I will always suggest Honeycomb Enterprise is...
 

Also Known As

No data available
Grit
 

Overview

 

Sample Customers

Rackspace, First Gas, Allscripts, ABB Group
Clover Health, Eaze, Intercom, Fender
Find out what your peers are saying about Azure Monitor vs. Honeycomb Enterprise and other solutions. Updated: April 2026.
893,438 professionals have used our research since 2012.