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Comet vs LogicMonitor 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
8.6
Reviews Sentiment
5.6
Number of Reviews
3
Ranking in other categories
AI Observability (22nd)
LogicMonitor
Ranking in AIOps
5th
Average Rating
9.0
Reviews Sentiment
7.1
Number of Reviews
35
Ranking in other categories
Application Performance Monitoring (APM) and Observability (12th), Network Monitoring Software (6th), IT Infrastructure Monitoring (8th), Container Monitoring (4th), Cloud Monitoring Software (7th)
 

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 LogicMonitor is 5.5%, up from 3.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
LogicMonitor5.5%
Comet0.8%
Other93.7%
AIOps
 

Featured Reviews

CarlosSanchez6 - PeerSpot reviewer
Manager & Co-Founder at Arido
Built‑in assistant has transformed my daily browsing and now saves me about an hour each day
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 strong with privacy, but I wish I could assign tasks to Comet to help me look for information and do useful tasks. It would be ideal if Comet could study my behavior and knowledge, so it could perform tasks for me more effectively, and that would boost my productivity, ultimately helping me earn more money. I feel that Comet needs to enhance security; I believe we could be hacked, risking information leaks. It needs to be smarter, utilizing better AI engines to combine data from various sources, and improve the intelligence of its answers, creativity, and document creation capabilities. Comet could evolve similarly to Manus, enhancing its features while remaining a browser. I am not an expert on security protocols, but I appreciate that Comet takes privacy seriously; however, I wish it could guarantee a safer environment and explain its methods to users, as it would ultimately benefit everyone. It should strive to be better than Google Chrome and other browsers regarding safety, speed, and efficiency.
Anshuman Thakur - PeerSpot reviewer
Site Reliability Engineer at a comms service provider with 501-1,000 employees
Monitoring has reduced downtime and now enables proactive alerts across cloud workloads
When it comes to the improvement of LogicMonitor, I think there are a few points that can be improved. The first one is alert tuning, which takes time. It requires effort when trying to understand it for the first time. The defaults do not always match our workload patterns, so I have to adjust the thresholds to reduce noise and avoid alert fatigue. While the dashboards are solid, I sometimes wish that the UI was a bit more intuitive when drilling down quickly during an incident. There are many options and finding the exact view where I can identify the exact problem takes a few extra clicks. When an alert comes and I click on a LogicMonitor alert, it takes time to understand what the alert actually is and to go through the data points. The alert page specifically could be better. The alert tuning part can also be made more simple. The first area that could be better is alert clarity and routing. Sometimes alerts do not include enough immediate context, so I still have to spend a few minutes correlating data across views. Adding more actionable details directly in the alert would make the response even faster. LogicMonitor sometimes gives false alerts as well. For example, if an EC2 instance is down, it will not determine whether the EC2 instance has been deliberately turned off or if it is actually not responding. At that time, it will give false alerts. The clearing of alerts is also an issue. Once an issue is fixed, the alert should be cleared, but it takes a little time for that alert to be cleared. Another improvement that would be helpful is simpler customization for complex dashboards. It is powerful, but building highly tailored dashboards, especially across multiple environments, can feel heavy and time-consuming. I would also appreciate a stronger out-of-the-box AWS correlation, such as automatically grouping related issues across EC2, EBS, and ALBs in a way that reads as a single incident story. This would reduce the mental overhead during outages. Grouping incidents together, such as all the EC2 alerts, all the EBS alerts, or all the load balancer alerts would be beneficial. Overall, none of these are blockers, just some improving areas. There could be smarter anomaly detection out of the box that can catch unusual but important behavior without manual tuning of every threshold. Better tagging and dynamic grouping for EC2 instances would also be helpful. Cleaner alert de-duplication so a single underlying issue does not generate multiple redundant alerts would improve the system. More guided root cause workflows would be beneficial, such as providing the most likely causes based on correlated metrics. Faster search navigation across devices, dashboards, and alerts during incidents would also improve the platform.

Quotes from Members

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

Pros

"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."
"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."
"I feel that I save about one hour of work per day thanks to Comet."
"LogicMonitor is good for getting a full view of your topologies. They have LiveMaps, which give you a visual representation of your infrastructure."
"LogicMonitor has more features compared to CloudWatch in terms of real-time alerting, log ingestion, alerting, visualization dashboards, and complaint support."
"The concept of developing a dashboard template for ourselves, then cloning it for every single customer, and only having to change one piece of information, is a godsend. That's one of the strengths. We can develop a template that fits every customer and just change the information that is presented."
"LogicMonitor saves time in terms of its ability to proxy a connection through a device. For example, if you are troubleshooting a device, which you may want to connect to, you can proxy this connection through the platform. As a support resource, I don't need to use multiple platforms to connect to a device to further investigate the issue. It is all consolidated. From that perspective, it saves time because a resource now only needs to use one platform."
"It is easy to set up and monitor an entire facility, which is crucial because we have around 80 facilities that require monitoring in a hub-and-spoke environment where it is essential to understand all of the WAN interfaces."
"One of the key reasons for going for it was the knowledge of the things that they put in the product."
"LogicMonitor has positively impacted our organization by allowing us to implement it for 1,200 clients or 1,200 endpoints within three months, which went very well."
"We have definitely seen ROI with LogicMonitor."
 

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."
"Comet can be improved by being more stable and providing security features similar to Brave."
"Automated remediation of issues has room for improvement. I don't know how best to handle it, but I know that they're kind of working on it. I know there are some resources that can do automated remediation. I would like them to improve this area so it could be completely hands-free, where it detects an issue, such as, if a CPU is running high. There are ways to do it even now, but it's a bit more involved."
"The dashboards can be improved. They are good, but there is a pain point. To show things to management, to explain pain points to other customers, to show them exactly where we can do better, the dashboarding could be better. Dashboards need to show the key things. Nobody is going to go into the ample details of Excel sheets or HTML."
"The dashboards can be improved; they are good, but there is a pain point, because to show things to management, to explain pain points to other customers, and to show them exactly where we can do better, the dashboarding could be better."
"If you only want to use LogicMonitor in the cloud, there's a better tool available."
"The ease of use with data source tuning could be improved. That can get hairy quickly."
"LogicMonitor has a very steep learning curve."
"The reporting capabilities are within average."
"We would like to see more functionality around mapping of topologies, in terms of networks."
 

Pricing and Cost Advice

Information not available
"It definitely pays for itself in the amount of time we're not spending with false errors or things that we haven't quite dealt with monitoring. It has been good cost-wise."
"It is pretty expensive, but we now need one less full-time engineer. With on-prem, we used to have one more engineer in our department. That engineer has now moved to another department. Our capacity is better with this product than the previous one. It is easy for us to manage the sites. You have to choose between the standard account and the premium account. With the premium account, you get a lot more than the standard one, and you can also buy some extra features. It is a good thing to look at them because you would probably want to buy them. You should take your time and negotiate the price. They are easy. Like all cloud providers, they are able to discuss the price and if necessary, change the price."
"As a managed service provider, we have the highest level of licensing that they offer, so we don't have any extra fees. I believe there are some add-ons for some of the lower tiers of LogicMonitor service, but that's not something that we use with our agreement."
"We have definitely seen ROI with LogicMonitor. We used to provide 24/7 IT support for our users. We have since been able to change to operating just within normal business hours for IT support, and LogicMonitor was a large part of being able to accomplish that."
"It's an enterprise-grade solution and competitively priced compared to the other solutions that are out there... Our organization is not huge, but LogicMonitor is worth every penny that we pay for it. I've never heard anyone say, "I'm not sure that we're getting good value for money from this product." It's integral to our business."
"The licensing side of things with LogicMonitor, is quite simple. It is one license per device. Recently, you have additional licenses with things, like LM Cloud, which does confuse things a bit. Because it's very hard to estimate how many licenses you're going to need until you're monitoring it, so it's quite hard through that process to give a customer price to say, "This is how much this services will cost.""
"We are on an enterprise license plan, we are paying $7.75 per device a month. That is for a commitment of 350 devices. Anything that is over the 350 is charged at 1.2 times the rate; 1.2 times $7.75 would be the overage charge. We are looking at increasing our commitment to either 450 or 500 devices. It changes our pricing if we go to 450 devices, bringing it from $7.75 down to $7.70. If we go for 500 devices, it brings it from $7.75 down to $7.50. We will probably factor in the volume discount drop from $7.75 to $7.50 in our decision of whether we uplift or not. We also have some cloud monitors, which are about $500 a month."
"It can handle scaling. It is like any other cloud service. There is a cost associated with scaling, so we currently don't monitor all of our environments. We monitor just the customer-facing production environments. It would be nice if we could monitor our dominant environments, but we will have to pay a lot more due to the scaling issue. So, there's a balance there between what we would like and what we are willing to pay for."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
11%
Manufacturing Company
11%
Computer Software Company
9%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise1
Large Enterprise2
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise11
Large Enterprise12
 

Questions from the Community

What needs improvement with Comet for SageMaker Partner AI Apps?
I would like to see more flexibility around content and reporting in Comet. Overall, the features are very strong, but having more customizable dashboards or easier ways to create shareable summari...
What is your primary use case for Comet for SageMaker Partner AI Apps?
My main use case for Comet is experiment tracking and performance analysis. I initially used it as a tracking model. As a data analyst, I use it to monitor metrics, compare different model runs, an...
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?
It actually depends on the exact purpose or requirements. Some tools are better for only network devices while others are better from a cloud monitoring or APM monitoring perspective. You can check...
What do you like most about LogicMonitor?
LogicMonitor helps us prevent potential downtime. It's pretty good. It generates low-level warnings that aren't necessarily preemptive but can still alert us to issues we should investigate. These ...
What is your experience regarding pricing and costs for LogicMonitor?
I researched the pricing of LogicMonitor, and it costs around ten dollars per device per month, which is somewhat expensive compared to other products. Some monitoring tools such as Zabbix are free...
 

Comparisons

 

Also Known As

Comet for SageMaker Partner AI Apps
No data available
 

Overview

 

Sample Customers

Information Not Available
Kayak, Zendesk, Ted Baker, Trulia, Sophos, iVision, TekLinks, Siemens
Find out what your peers are saying about Comet vs. LogicMonitor and other solutions. Updated: March 2026.
886,077 professionals have used our research since 2012.