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Gremlin Reliability Management Platform vs Moogsoft 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
8.1
Gremlin Platform users see ROI from 30% fewer issues, reduced testing staff, and less stressful, predictable weekends.
Sentiment score
4.2
Users report reduced incident resolution time, improved alert management, cost savings, faster troubleshooting, enhanced collaboration, and quicker root cause analyses.
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
ROI depends on how we integrate our IT operations with Moogsoft, as it can reduce our workload, downtime, and resolution time effectively, ultimately delivering better solutions based on mean time to resolution.
L1 Analyst at HCLTech
 

Customer Service

Sentiment score
8.5
Gremlin offers reliable customer service with effective Zoom support, good documentation, and high user ratings for prompt assistance.
Sentiment score
5.8
Moogsoft support improved post-Dell acquisition, though response times and admin features need enhancement, and time zone issues persist.
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 customer support for Gremlin Reliability Management Platform is good overall.
DEVOPS specialist at a media company with 10,001+ employees
 

Scalability Issues

Sentiment score
7.9
Gremlin Reliability Management Platform excels in scalability and adaptability, seamlessly supporting chaos experiments across diverse infrastructures like AWS.
Sentiment score
7.0
Moogsoft offers scalable, cloud-hosted services praised for managing large user bases, with room for improved user-friendly features.
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
The scalability of Gremlin Reliability Management Platform depends on the scalability of the underlying infrastructure that we are hosting it on.
Senior Software Engineer at a sports company with 10,001+ employees
More than scalability, I thought about availability because it is a really important thing of the architecture tools.
Dev Ops To Development (IT)
 

Stability Issues

Sentiment score
9.2
Gremlin Reliability Management Platform is praised for its high stability, consistent performance, and dependable availability without downtime.
Sentiment score
7.3
Moogsoft offers stable performance, managing high-loads effectively with minimal issues, though occasional bugs are quickly addressed.
I have not seen any downtime or issues with its behavior or performance.
Senior Software Engineer at a sports company with 10,001+ employees
Sometimes Moogsoft experiences stability issues due to bugs or internal problems, leading to downtime.
L1 Analyst at HCLTech
 

Room For Improvement

Enhancing Gremlin with AWS, GCP, machine learning integration and resources can improve usability, despite high cost and complexity.
Moogsoft users want better API integration, predictive analytics, dashboards, multi-cloud support, and enhanced AI-driven IT operations features.
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)
The infrastructure also needs to be very mature; it should be set up properly and that takes a lot of compliance and regulation time.
Senior Software Engineer at a sports 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
Introducing machine learning and AI features would enhance Moogsoft, streamlining IT operations, incident detection, and response management.
L1 Analyst at HCLTech
I would like to see Moogsoft improve on coming up with some agentic solutions for whatever they have been able to automate.
CTO at a tech services company with 10,001+ employees
 

Setup Cost

Moogsoft's AI ops solution is affordable and flexible, offering competitive pricing with various licensing options compared to competitors.
It is not so cheap, but it has very powerful features.
Dev Ops To Development (IT)
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
If you compare Moogsoft's pricing with some of the other combined solutions, they are not very cheap, but I don't think they are at the top end of the market either.
CTO at a tech services company with 10,001+ employees
 

Valuable Features

Gremlin Reliability Management Platform enhances system performance with prebuilt tests, automated scheduling, and a user-friendly dashboard for improved uptime.
Moogsoft enhances IT operations using AI for noise reduction, event correlation, and improved incident response with collaborative alert management.
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)
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.
Senior Software Engineer at a sports company with 10,001+ employees
The best feature that Gremlin Reliability Management Platform offers for me is the prebuilt reliability test; I think that is the best feature along with the automated scheduling.
DEVOPS specialist at a media company with 10,001+ employees
Moogsoft offers various benefits, including incident response, reduced noise alert fatigue, increased availability and uptime, helping companies gain a better understanding of their IT environment, proactively addressing issues, and improving services.
L1 Analyst at HCLTech
The AIOps capabilities in Moogsoft, which it brings in with multiple data source support, are the most valuable features.
CTO at a tech services company with 10,001+ employees
 

Categories and Ranking

Gremlin Reliability Managem...
Ranking in IT Infrastructure Monitoring
53rd
Average Rating
8.4
Reviews Sentiment
7.5
Number of Reviews
5
Ranking in other categories
Application Performance Monitoring (APM) and Observability (54th), DevSecOps (15th)
Moogsoft
Ranking in IT Infrastructure Monitoring
26th
Average Rating
7.6
Reviews Sentiment
5.1
Number of Reviews
17
Ranking in other categories
IT Operations Analytics (5th), AIOps (13th)
 

Mindshare comparison

As of March 2026, in the IT Infrastructure Monitoring category, the mindshare of Gremlin Reliability Management Platform is 0.1%. The mindshare of Moogsoft is 0.7%, down from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
IT Infrastructure Monitoring Mindshare Distribution
ProductMindshare (%)
Moogsoft0.7%
Gremlin Reliability Management Platform0.1%
Other99.2%
IT Infrastructure Monitoring
 

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.
MA
L1 Analyst at HCLTech
Effective monitoring and efficient alert management streamline operations
Machine learning works based on past collected data, so we can develop a system that functions as an automated bot using this data. With the use of AI technologies such as ChatGPT and other Gen AI solutions, if we combine these with machine learning tools, it will lead to increased efficiency and reduced processing time in application systems. I work on the backend to address any issues with Moogsoft, such as URL access problems or credential bugs, ensuring everything operates smoothly. The advantage of Moogsoft is that it consolidates various alerts into one monitoring tool, which reduces time and allows for real-time and anomaly detection, while its disadvantage includes limited built-in observability and complex setup requirements. On a scale of 1-10, I rate Moogsoft a 9.
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Top Industries

By visitors reading reviews
Sports Company
12%
Printing Company
12%
Construction Company
9%
Media Company
6%
Financial Services Firm
15%
Computer Software Company
11%
Transportation Company
6%
Performing Arts
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise4
Large Enterprise12
 

Questions from the Community

What needs improvement with Gremlin Reliability Management Platform?
I think that it will be important to have resources to perform self-directed studies on Gremlin Reliability Management Platform as an improvement. There is a small and fast and simple certification...
What is your primary use case for Gremlin Reliability Management Platform?
My main use case for Gremlin Reliability Management Platform is chaos testing. I take my infrastructure and then I sabotage some things to see how they reach the goal. I try network or infrastructu...
What advice do you have for others considering Gremlin Reliability Management Platform?
The main advice I would give to others looking into using Gremlin Reliability Management Platform would be to study it. Do not be shy to fail. Test everything and do lab architectures to test. It i...
What is your experience regarding pricing and costs for Moogsoft?
If you compare Moogsoft's pricing with some of the other combined solutions, they are not very cheap, but I don't think they are at the top end of the market either.
What needs improvement with Moogsoft?
I would like to see Moogsoft improve on coming up with some agentic solutions for whatever they have been able to automate.
What is your primary use case for Moogsoft?
We implement Moogsoft for our own consumption as well as we are implementation partners in some cases where our clients have a need for an observability solution.We work with most of the large ente...
 

Comparisons

No data available
 

Overview

 

Sample Customers

Information Not Available
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Find out what your peers are saying about Gremlin Reliability Management Platform vs. Moogsoft and other solutions. Updated: March 2026.
885,376 professionals have used our research since 2012.