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Gremlin Reliability Management Platform vs Honeycomb Enterprise comparison

 

Comparison Buyer's Guide

Executive Summary

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
7.0
Gremlin's platform improved ROI by reducing costs and downtime, streamlining error identification, and enhancing availability with efficient Chaos Engineering.
Sentiment score
3.9
Honeycomb Enterprise improved issue resolution, debugging, and latency, boosting customer satisfaction and reducing costs and workforce needs.
We are seeing a return on investment from using Gremlin Reliability Management Platform because we are getting less production issues by thirty percent, as I mentioned earlier, making it a great investment.
DEVOPS specialist at a media company with 10,001+ employees
We do not need to look at all the day's metrics on Grafana dashboards; we run our chaos experiments in a production environment to see how reliable our product or service is.
DevOps & Mlops Engineer at a printing company with 1-10 employees
If we needed ten people to do tests once upon a time, now, using Gremlin Reliability Management Platform, we can do it with a fifty percent reduction in employees.
Senior Software Engineer at a sports company with 10,001+ employees
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 CloudBolt Software
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
8.0
Gremlin's customer support is highly rated for responsiveness and resources, with most users giving scores of eight to ten.
Sentiment score
3.7
Mixed feedback on Honeycomb Enterprise support praised for setup help but criticized for delayed technical query responses.
When I have questions or run into issues with Gremlin Reliability Management Platform, their support team is helpful and responsive.
DevOps & Mlops Engineer at a printing company with 1-10 employees
The expert partnership model is a significant strength I can suggest for Gremlin Reliability Management Platform.
VP Global at a tech vendor with 10,001+ employees
The customer support for Gremlin Reliability Management Platform is good overall.
DEVOPS specialist at a media company with 10,001+ employees
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
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
Gremlin's platform ensures seamless scalability and efficient workload management, enhancing DevOps across diverse cloud environments with safety mechanisms.
Sentiment score
5.7
Honeycomb Enterprise is scalable for diverse deployments but can become costly as usage increases, with experience varying by provider.
Gremlin Reliability Management Platform scales smoothly for running more chaos experiments, adding more services, or supporting a larger team.
DevOps & Mlops Engineer at a printing company with 1-10 employees
Gremlin Reliability Management Platform's workload management capability is good, effectively managing large workloads seamlessly while providing safety mechanisms and governance around chaos engineering.
Documentation Engineer at a tech vendor with 1,001-5,000 employees
More than scalability, I thought about availability because it is a really important thing of the architecture tools.
Dev Ops To Development (IT) at a non-tech company with self employed
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 CloudBolt Software
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
9.3
Gremlin Reliability Management Platform is praised for its stability and reliability, consistently delivering downtime-free and dependable performance.
Sentiment score
7.1
Honeycomb Enterprise is generally stable and efficient, but occasional crashes prompt some to consider alternatives like Jaeger.
I have not seen any downtime or issues with its behavior or performance.
Senior Software Engineer at a sports company with 10,001+ employees
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
Mostly it is reliable, but at times, maybe one or two times in two to three months, these issues do happen.
IT Analyst at cmc
 

Room For Improvement

Gremlin could improve through AI-driven analysis, better user onboarding, expanded service integrations, enhanced UI, and additional learning resources.
Users suggest enhancing Honeycomb Enterprise's documentation, UI, pricing, dashboard features, and integration with third-party services and OpenTelemetry.
I think it would be useful to have some integration with Splunk or other log collectors, or maybe in the future, the ability to link Dynatrace or any other observability platform.
Dev Ops To Development (IT) at a non-tech company with self employed
If we can integrate it with natural language, could we talk to Gremlin Reliability Management Platform and have it configure some of the basic settings so that non-technical persons can also work on Gremlin Reliability Management Platform-like tools?
DEVOPS specialist at a media company with 10,001+ employees
The user interface is great, the integration is smooth, and Gremlin Reliability Management Platform has a fantastic support team that helps us a lot in many cases.
DevOps & Mlops Engineer at a printing company with 1-10 employees
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

Enterprise users value Gremlin's platform for reliability and risk management, justifying costs despite visibility challenges in dashboards.
It is not so cheap, but it has very powerful features.
Dev Ops To Development (IT) at a non-tech company with self employed
From a pricing standpoint of view regarding Gremlin Reliability Management Platform, I would say it is a bit expensive, but that expense is worth it given the kind of benefits it offers.
VP Global at a tech vendor with 10,001+ employees
My role does not incur costs for us since we have an NFR for Gremlin Reliability Management Platform that we can use in our case.
DevOps & Mlops Engineer at a printing company with 1-10 employees
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

Gremlin enhances efficiency with test suites, fault injection, risk detection, and reliability insights, boosting uptime and customer satisfaction.
Honeycomb Enterprise offers powerful observability features with real-time data, enhancing productivity and responsiveness with cost-effective solutions and excellent support.
There are really two pathways along: fewer incidents because with Gremlin Reliability Management Platform, we can make every part of the infrastructure more solid, and less downtime because we can test more architectures and then things like how to put in high availability clusters.
Dev Ops To Development (IT) at a non-tech company with self employed
We fix failures even before they occur, which is basically proactive risk detection and risk mitigation.
VP Global at a tech vendor with 10,001+ employees
Gremlin Reliability Management Platform has positively impacted our organization by making outages less frequent and improving recovery time significantly, resulting in fewer complaints on the customer success side and overall optimization of our DevOps process.
Documentation Engineer at a tech vendor with 1,001-5,000 employees
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

Gremlin Reliability Managem...
Ranking in Application Performance Monitoring (APM) and Observability
25th
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
8
Ranking in other categories
IT Infrastructure Monitoring (23rd), DevSecOps (8th)
Honeycomb Enterprise
Ranking in Application Performance Monitoring (APM) and Observability
19th
Average Rating
7.4
Reviews Sentiment
5.5
Number of Reviews
11
Ranking in other categories
AI Code Assistants (8th), AI Observability (18th)
 

Mindshare comparison

As of July 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Gremlin Reliability Management Platform is 0.2%. The mindshare of Honeycomb Enterprise is 1.1%, 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 (%)
Honeycomb Enterprise1.1%
Gremlin Reliability Management Platform0.2%
Other98.7%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

VL
Senior Software Engineer at a sports company with 10,001+ employees
Chaos experiments have revealed weak points and now provide controlled cost-saving tests
The best features of Gremlin Reliability Management Platform are the safe failure injection, which is crucial as we can simulate the failures in a manner that we know these are just dumping tests and not the actual issues. Whether it is the CPU spike or the memory exhaustion, or the network latency, or the server shutdown, server shutdown is one of the most favorite features that I have in Gremlin Reliability Management Platform. The controlled blast radius is another standout feature. The controlled blast radius feature has helped my team in that we actually wanted to target only one specific container, our Docker containers that we deployed. It helped us to conduct tests in a very specific, isolated manner instead of launching a larger test or focusing on hundreds of servers at a time, resulting in very limited impact. Since ours is a very small team, we do not want to impact other servers. This controlled blast radius helped us to only focus on our servers and not impact any other team. Gremlin Reliability Management Platform has positively impacted my organization because before Gremlin Reliability Management Platform, we did not even know how to conduct these chaos engineering tests. We heard about it, but we had no idea of how to do something of that nature. If there are ten servers, ten systems in our architecture and if suddenly something goes down, nobody knew what would happen next. We did not even know how to simulate these types of tests. This lack of confidence has been mitigated by using Gremlin Reliability Management Platform. Now we can confidently test and see which system is the most critical. If this goes down, what happens? How much business valuation are we going to impact? How much loss are we going to incur? All of this is now clearly visible and transparent. Since using Gremlin Reliability Management Platform, we were able to reduce the incidents by six percent after conducting our limited experiments. We were also able to increase the uptime from ninety-eight to ninety-nine, which represents a one percent increase in uptime.
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
Construction Company
13%
Printing Company
10%
Financial Services Firm
9%
Sports Company
9%
Financial Services Firm
12%
Computer Software Company
11%
Manufacturing Company
9%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Large Enterprise7
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise1
Large Enterprise8
 

Questions from the Community

What needs improvement with Gremlin Reliability Management Platform?
While I have no complaints about Gremlin Reliability Management Platform, I believe the UI can be improved to enhance the developer experience for security engineers and DevOps engineers. Additiona...
What is your primary use case for Gremlin Reliability Management Platform?
My main use case for Gremlin Reliability Management Platform is to see how our applications behave under extreme stress and how resilient our application is when a simulation of server crash alongs...
What advice do you have for others considering Gremlin Reliability Management Platform?
For others considering Gremlin Reliability Management Platform, it is an excellent tool for organizations facing downtime issues, as it allows for chaos testing without needing to check logs and me...
What needs improvement with Honeycomb.io?
If any particular issue is going to take half an hour for root cause analysis, by just getting the error code, particular HTTP status codes or response error messages, we can pinpoint the issues wi...
What is your primary use case for Honeycomb.io?
I was using Honeycomb Enterprise for checking the logs and for application purposes when we were trying to find bugs and errors in a particular application. We used Honeycomb Enterprise for HTTP st...
What advice do you have for others considering Honeycomb.io?
I have read about Honeycomb Enterprise's query engine and the visualization part, which is very interesting. However, those decisions were made by the top leads, so I am not part of that decision. ...
 

Comparisons

No data available
 

Also Known As

No data available
Grit
 

Overview

 

Sample Customers

Information Not Available
Clover Health, Eaze, Intercom, Fender
Find out what your peers are saying about Gremlin Reliability Management Platform vs. Honeycomb Enterprise and other solutions. Updated: June 2026.
902,988 professionals have used our research since 2012.