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ByteHouse vs Gremlin Reliability Management Platform 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:
 

Categories and Ranking

ByteHouse
Average Rating
8.0
Number of Reviews
2
Ranking in other categories
AWS Marketplace (203rd)
Gremlin Reliability Managem...
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
8
Ranking in other categories
Application Performance Monitoring (APM) and Observability (24th), IT Infrastructure Monitoring (24th), DevSecOps (7th)
 

Mindshare comparison

ByteHouse and Gremlin Reliability Management Platform aren’t in the same category and serve different purposes. ByteHouse is designed for AWS Marketplace and holds a mindshare of 0.2%, down 0.3% compared to last year.
Gremlin Reliability Management Platform, on the other hand, focuses on Application Performance Monitoring (APM) and Observability, holds 0.2% mindshare.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
ByteHouse0.2%
Stardog Enterprise Knowledge Graph Platform0.4%
Freight Emissions API - Carbon data for shipping and logistics0.3%
Other99.1%
AWS Marketplace
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Gremlin Reliability Management Platform0.2%
Dynatrace5.3%
Datadog4.6%
Other89.9%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

ParthasarathyT - PeerSpot reviewer
Senior Associate Infrastructure at Publicis Sapient
Data platform has accelerated machine learning workflows and delivers faster, cheaper deployments
ByteHouse is an enterprise solution, so the company has to pay considerably to get it. However, if it were open source, the company could have a trial period and could proceed with confidence to purchase it. Additionally, ByteHouse could still offer a free trial for limited data, such as 1GB or 2GB of data. Regarding ByteHouse's AI capabilities, some tweaks are still needed. It is still in a growing state from what I have observed. When considering MLOps or an MLOps life cycle where data sets are stored in ByteHouse, there should be a tool that alerts us when these data sets have missing values, need cleanup, contain duplicate values, or have inconsistent data. Regarding ByteHouse's AI capabilities, I would rate the accuracy as below average, but it is still in a growing state. I would give it a six out of ten. My advice to others considering ByteHouse is that if you want scalability and your team is quite small, and you want a stable source where you can store your data sets and perform analysis, ByteHouse is a good option.
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.

Quotes from Members

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

Pros

"ByteHouse has positively impacted my organization by making the machine learning life cycle considerably easier and faster."
"While I cannot share exact internal figures, we observed a noticeable improvement in reporting and analytics efficiency after adopting ByteHouse, as analytical queries that previously took several minutes were often completed in seconds, which reduced waiting time for analysts and engineers and led to roughly a 30 to 40 percent reduction in the time spent preparing recurring reports because teams could access and process data more quickly."
"The Enterprise Reliability Platform has positively impacted my organization as it has significantly increased the efficiency and reliability of our systems."
"Gremlin Reliability Management Platform has impacted my organization positively as it helped a lot and reduced our failures, allowing us to find critical pinpoints in our application that had existed for three to ten months and led to too many improvements, reduced downtime, and a smoother experience for our application on AWS."
"Since using Gremlin Reliability Management Platform, we were able to reduce the incidents by six percent after conducting our limited experiments, and we were also able to increase the uptime from ninety-eight to ninety-nine, which represents a one percent increase in uptime."
"More than anything, we fix failures even before they occur, which is basically proactive risk detection and risk mitigation."
"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."
"Using Gremlin Reliability Management Platform has raised more than fifty percent of the reliability of the infrastructure."
"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."
"Gremlin Reliability Management Platform is amazing with the reliability score, providing built-in Chaos Engineering experiments that you run on your service to receive a reliability score along with insights on the issues and risks present in your service that you can examine and work on."
 

Cons

"Regarding ByteHouse's AI capabilities, I would rate the accuracy as below average, but it is still in a growing state."
"Overall, I have had a positive experience with ByteHouse, but there are a few areas where it could be improved."
"If you really look at the cost-benefit visibility, it is not very evident by using Gremlin Reliability Management Platform."
"Gremlin Reliability Management Platform can be improved as the pricing is a bit expensive and the learning curve for beginners is a bit difficult."
"I think Gremlin Reliability Management Platform can be improved by integrating with more AWS services or GCP services."
"I think that it will be important to have resources to perform self-directed studies on Gremlin Reliability Management Platform as an improvement."
"I rate it an eight because we are still using it on a trial and error basis, and the pricing could be optimized for better cost visibility and ROI tracking."
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Top Industries

By visitors reading reviews
Construction Company
42%
Outsourcing Company
14%
Insurance Company
12%
Healthcare Company
5%
Construction Company
11%
Printing Company
10%
Financial Services Firm
9%
Sports Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business3
Large Enterprise7
 

Questions from the Community

Ask a question
Earn 20 points
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...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about HailBytes, Dice, PeerSpot and others in AWS Marketplace. Updated: June 2026.
899,645 professionals have used our research since 2012.