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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
3.8
Honeycomb Enterprise boosts efficiency, reduces complaints, enhances development focus, and accelerates issue resolution over CloudWatch, optimizing microservice management.
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.
Technical Lead 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
Problems that would previously take one or two hours to isolate were often narrowed down to 20 to 30 minutes using distributed tracing or BubbleUp.
Tech Consultant at multi ideal
 

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
4.6
Honeycomb Enterprise's support is mixed; praised for quick standard help but criticized for slow complex issue resolutions.
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
The support team has been knowledgeable and responsive, especially when we had questions about instrumentation, OpenTelemetry integration, or troubleshooting complex observability issues.
Tech Consultant at multi ideal
To highlight what is the issue going on in our currently running 100 requests, we just highlight that one request which is very slow or maybe we just move it to the top so that we can alert everybody that this is the problem.
IT Analyst at cmc
We have never faced an issue with Honeycomb Enterprise.
Full Stack Software Engineer at mindpathtech
 

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
5.9
Honeycomb Enterprise offers exceptional scalability and reliability, but costs rise significantly with increased data volume and features.
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.
Technical Lead 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
At times we can be shocked to see that this price is too high for involving too many developers on one peak or having a much bigger data set or more advanced features for our use.
IT Analyst at cmc
 

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
7.4
Honeycomb Enterprise is stable and reliable with minimal downtime, though occasional integration challenges and minor glitches are reported.
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
It provides logging, it provides connection with AWS, it provides connection with Docker, and machines, and local services, and mobile applications also.
Full Stack Software Engineer at mindpathtech
 

Room For Improvement

Azure Monitor struggles with user-friendliness, integration, complexity, multi-cloud support, proactive monitoring, and requires enhanced usability and cost transparency.
Enhancing documentation, UI, AI integration, pricing, support, and discontinuing underused features could boost Honeycomb Enterprise's effectiveness.
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 provides powerful observability, real-time monitoring, and scalability, enhancing productivity with AI insights and OpenTelemetry integration.
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
Honeycomb Enterprise is designed for modern cloud native systems.
IT Analyst at cmc
 

Categories and Ranking

Azure Monitor
Ranking in Application Performance Monitoring (APM) and Observability
13th
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
56
Ranking in other categories
Cloud Monitoring Software (8th)
Honeycomb Enterprise
Ranking in Application Performance Monitoring (APM) and Observability
15th
Average Rating
7.6
Reviews Sentiment
5.7
Number of Reviews
14
Ranking in other categories
AI Code Assistants (8th), AI Observability (10th)
 

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Azure Monitor is 2.0%, down from 6.1% compared to the previous year. The mindshare of Honeycomb Enterprise is 1.0%, 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 (%)
Azure Monitor2.0%
Honeycomb Enterprise1.0%
Other97.0%
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.
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Computer Software Company
8%
Manufacturing Company
8%
Comms Service Provider
6%
Financial Services Firm
11%
Computer Software Company
10%
Manufacturing Company
9%
Comms Service Provider
9%
 

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 Business8
Midsize Enterprise1
Large Enterprise12
 

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?
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, ...
What is your primary use case for Honeycomb.io?
We are the customers of Honeycomb Enterprise. Basically, the purpose of using Honeycomb Enterprise is that it provides larger interfaces and dashboards for the logs of machines, terminals, and the ...
What advice do you have for others considering Honeycomb.io?
If we speak about whether Honeycomb Enterprise is worth the money, I would say if we speak about enterprises or companies such as mine, we have dozens of applications we have developed or deployed ...
 

Comparisons

 

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: August 2026.
909,099 professionals have used our research since 2012.