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Comet vs Zenoss Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 5, 2026

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

Comet
Ranking in AIOps
16th
Average Rating
8.4
Reviews Sentiment
6.0
Number of Reviews
6
Ranking in other categories
AI Observability (22nd)
Zenoss Cloud
Ranking in AIOps
26th
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
8
Ranking in other categories
Application Infrastructure (24th), Event Monitoring (12th), Network Monitoring Software (72nd), Server Monitoring (24th), IT Infrastructure Monitoring (54th), Container Monitoring (8th), Cloud Monitoring Software (42nd)
 

Mindshare comparison

As of April 2026, in the AIOps category, the mindshare of Comet is 0.8%, up from 0.0% compared to the previous year. The mindshare of Zenoss Cloud is 1.8%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
Comet0.8%
Zenoss Cloud1.8%
Other97.4%
AIOps
 

Featured Reviews

Kevin Shah - PeerSpot reviewer
Senior Data Scientist at a consultancy with 1-10 employees
AI browser automation has transformed my research, shopping, and ticket booking workflows
Comet's best features include its smart response system that acts intelligently on whatever questions are asked and conducts global research on the browser. It serves as a personal assistant for users, focusing on how searches, specific data targets, calendar functionalities, Gmail activities, preferred languages, and relevant searches function within Comet. This setup significantly reduces task efficiency in high latency scenarios, providing dynamic websites, faster responses, quicker solutions, and smoother searches compared to typical browsing methods. It serves as an AI assistant or personal assistant for the browser, understanding context on web pages and delivering correct solutions, summaries, and explanations. Additionally, I can effectively engage in shopping by identifying booking options, comparing multiple platforms for cheaper prices, and obtaining ticket bookings and train bookings, all through the browser instead of searching through numerous platforms. Comet's smart researching and the ability to find cheaper prices in shopping and ticket booking are the features I personally find most useful in my day-to-day work, making my tasks easier and more efficient. Comet excels in web browser functionalities, particularly as an AI web browser. As an AI tech lead, I have experienced positive impacts from Comet in my organization by facilitating many client researches related to LLM, AI, and agentic automations. Comet behaves effectively in researching different platforms such as LinkedIn, Kaggle, Indeed, Naukri.com, and even other tools such as Malt for identifying potential clients suitable for our projects and tasks.
ClaudiaChen - PeerSpot reviewer
Cloud Architect - Senior Technology Architect at Telstra
Generates close to real-time alerts so users can resolve issues, but needs more integration and public cloud monitoring features
As Zenoss Service Dynamics is more for network-centric devices and you want to monitor, for example, a server, its services, IP addresses, and interfaces, if it's a network and you're going to monitor multiple items, you'll be charged multiple times. This is what Zenoss Service Dynamics needs to improve to make sure that customers pay just one fee to monitor the entire server. What I'd like to see in Zenoss Service Dynamics in the future is a public cloud monitoring feature, particularly for the Azure public cloud. Another additional feature I'd like to see in the next release of the solution is integration with the Azure public cloud because I know that there are some services from Azure that Zenoss Service Dynamics is currently unable to monitor.

Quotes from Members

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

Pros

"Model metric tracking and comparison has been extremely beneficial, and Comet's customer service has also been excellent—any issue we've had, they have been able to help us resolve."
"Comet's return on investment is evident through significant time reduction, which is the most crucial factor I have observed."
"I feel that I save about one hour of work per day thanks to Comet."
"Comet has positively impacted my organization by definitely reducing my manual work."
"The best features Comet offers include the agentic capability that I previously explained, where it compares and acts upon my instructions, goes through websites, makes summaries, and drafts emails, which is what I actually appreciate most in Comet browser."
"Comet has positively impacted my organization by making work easier and faster."
"Model metric tracking and comparison has been extremely beneficial, and Comet's customer service has also been excellent—any issue we've had, they have been able to help us resolve."
"It is the most flexible solution of this type, but it takes time to adapt."
"What I like most about Zenoss Service Dynamics is that it monitors the devices and gives close to real-time alerts. For example, in case the device is not available, Zenoss Service Dynamics generates an alert so my team can resolve the issue."
"Its Docker Container concept is mind blowing."
"Its Docker Container concept is mind blowing. It is the first monitoring tool which comes with Docker features."
"What I like most about Zenoss Service Dynamics is that it monitors the devices and gives close to real-time alerts, for example, in case the device is not available, Zenoss Service Dynamics generates an alert so my team can resolve the issue."
"With this solution, they can have one million users at the same time with no crashes."
"The custom built integration is one of the most valuable features because you can see all the especially critical items."
"The most valuable feature is the flexible discovery mechanism."
 

Cons

"SageMaker itself has a cumbersome interface, which makes launching Comet somewhat of a hassle."
"I feel that Comet needs to enhance security; I believe we could be hacked, risking information leaks."
"The only thing I wish for is that Comet runs a bit slower than I would prefer."
"The agent technology hallucinates frequently, so it can give me wrong summaries or decisions and misinterpret some information."
"I have identified some areas for improvement in Comet, particularly regarding high-quality prompting for AI questions."
"Comet can be improved by being more stable and providing security features similar to Brave."
"The AI aspect needs to improve."
"The inclusion of a feature to show a graphical view of the network would be a helpful improvement."
"As Zenoss Service Dynamics is more for network-centric devices and you want to monitor, for example, a server, its services, IP addresses, and interfaces, if it's a network and you're going to monitor multiple items, you'll be charged multiple times."
"There is room for improvement with the administrative part. The administrative part, since they introduced Docker, etc., has become a little complex."
"There was a problem with Zenoss and storage monitoring."
"As Zenoss Service Dynamics is more for network-centric devices and you want to monitor, for example, a server, its services, IP addresses, and interfaces, if it's a network and you're going to monitor multiple items, you'll be charged multiple times. This is what Zenoss Service Dynamics needs to improve to make sure that customers pay just one fee to monitor the entire server. What I'd like to see in Zenoss Service Dynamics in the future is a public cloud monitoring feature, particularly for the Azure public cloud. Another additional feature I'd like to see in the next release of the solution is integration with the Azure public cloud because I know that there are some services from Azure that Zenoss Service Dynamics is currently unable to monitor."
"Now it is stable, but they should design threshold parameters in percentage instead of raw values."
"Technical support is 3/10, poor: Incomplete and poor documentation Undocumented processes Inconsistent solutions to problems depending on source"
 

Pricing and Cost Advice

Information not available
"The pricing depends on the environment, the number of services, and the size of the data center. It can go from $100,000 to a million dollars."
"There are additional costs you'll have to pay apart from the license fee for Zenoss Service Dynamics. I can't remember exactly how much my company is paying because I don't handle the finance part, but the cost is paid annually. On a scale of one to five, with one being the cheapest and five being the most expensive, I'm rating the solution three out of five."
"It depends on the customer, what he wants."
"It is very cost-effective compared to the tools I worked with in the past. The company is gaining a lot with respect to the cost factor. It provides agentless monitoring and in a very cheap way."
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Top Industries

By visitors reading reviews
No data available
Construction Company
10%
Transportation Company
8%
Manufacturing Company
8%
Performing Arts
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise2
Large Enterprise2
By reviewers
Company SizeCount
Small Business4
Large Enterprise5
 

Questions from the Community

What needs improvement with Comet for SageMaker Partner AI Apps?
It is all about productivity; I wish Comet could be even more productive, becoming a personal agent for me, something personalized that understands my computer files. Of course, it needs to be stro...
What is your primary use case for Comet for SageMaker Partner AI Apps?
I use Comet for everything, and while I also use another browser focused on privacy, I prefer Comet because it has an assistant that is very interesting. When I open a new tab, instead of typing Go...
What is your experience regarding pricing and costs for Comet?
My experience with pricing and licensing for Comet was very straightforward. Since we purchased it through the AWS Marketplace, the subscription and billing are clear and easy to manage. Additional...
What is the best network monitoring software for large enterprises?
In my experience, I worked with many monitoring software, but the one that gave me the most functionalities of a large-scale company is Zenoss, due to its ability to monitor completely hybrid and a...
 

Comparisons

 

Also Known As

Comet for SageMaker Partner AI Apps
Cloud Monitoring, Zenoss Service Dynamics
 

Overview

 

Sample Customers

Information Not Available
2degrees, Rackspace, State of North Dakota, El Paso Independent School District, NWN Corporation
Find out what your peers are saying about Comet vs. Zenoss Cloud and other solutions. Updated: March 2026.
886,719 professionals have used our research since 2012.