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AWS X-Ray vs LogicMonitor 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

AWS X-Ray
Ranking in Application Performance Monitoring (APM) and Observability
20th
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
11
Ranking in other categories
No ranking in other categories
LogicMonitor
Ranking in Application Performance Monitoring (APM) and Observability
10th
Average Rating
8.8
Reviews Sentiment
6.9
Number of Reviews
47
Ranking in other categories
Network Monitoring Software (7th), IT Infrastructure Monitoring (8th), Container Monitoring (4th), Cloud Monitoring Software (6th), AIOps (6th)
 

Mindshare comparison

As of July 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.1%, down from 3.2% compared to the previous year. The mindshare of LogicMonitor is 1.6%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
LogicMonitor1.6%
AWS X-Ray1.1%
Other97.3%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Allan Møller - PeerSpot reviewer
Consult Manager at Conscia
Provides quick insights into service interactions and identifies bottlenecks effortlessly
The challenges we faced with AWS X-Ray were that some of the AWS services we were using did not support it, which we discovered at a later stage. This was potentially a design consideration we should have known about, requiring us to redeploy some services in another SKU version to get it functioning. This is the only challenge, as AWS X-Ray is relatively new. It is important to consider that not all AWS services support it out of the box. My recommendation for AWS X-Ray would be broader support. We have been working in a relatively small area of AWS, using approximately six or seven services, so I have not explored all other available services. In general, the more services it supports, the better it would be. AWS X-Ray should be able to support more services for improved functionality.
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

"It is a very scalable solution."
"The most promising feature of AWS X-Ray is that you can debug the issues through the proper logs. You can also get an analysis out of the logs for some use cases, though I have yet to try all the features of AWS X-Ray."
"I would give AWS X-Ray a nine out of ten overall."
"The most beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."
"The error analysis capabilities of X-Ray are really good."
"AWS X-RAY identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."
"AWS X-Ray's endpoints and user monitoring are considered the most valuable features."
"AWS X-Ray is a strong solution and has a smooth integration process."
"It is easy to set up and monitor an entire facility. This is crucial because we have around 80 facilities that require monitoring. LifePoint is a hub-and-spoke environment, so it is essential to understand all of the WAN interfaces."
"The dashboarding is very useful. Being able to create custom data sources is one of its biggest features which allows quick time to market with new features. If one of our vendors changes their data format or metrics that we should be monitoring, then we can quickly adjust to any changes in the environment in order to get a great user experience for our customers."
"LogicMonitor has impacted my organization positively by reducing the troubleshooting time and providing real-time monitoring of device health to keep the devices up and running."
"We have definitely seen ROI with LogicMonitor."
"LogicMonitor improved on-premises infrastructure monitoring in several ways. One key feature was dynamic resource allocation, although we didn't utilize it much in our system. The main functionalities we benefited from were email alerts, network mapping, and dashboards."
"LogicMonitor helped reduce the length of an outage of a facility because of the identification of a fiber cut, so my company was able to be on top of that faster, so in that respect, the product gave us less than one year's worth of ROI."
"LogicMonitor gives us visibility into issues that we didn't even know existed."
"The initial setup is very simple."
 

Cons

"Sometimes, the collector agents are confusing to configure initially."
"If you have a small team, it's probably overkill."
"AWS X-Ray should improve its implementation process to make it easier for developers."
"A significant downside is that it is very expensive."
"Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts."
"The challenges we faced with AWS X-Ray were that some of the AWS services we were using did not support it, which we discovered at a later stage."
"What needs to be better in AWS X-Ray is the log filtering. Predefined filters could be helpful because the power of analytics comes from how you can filter the data. I also want to see more KPIs from AWS X-Ray."
"I do not have any notes in terms of improvements."
"It needs better access for customizing and adding monitoring from the repository."
"We are working with LogicMonitor to get flexibility to see the absolute running numbers, rather than doing an average. They can keep the average for customers who want it, but there should be a way to at least show the real numbers, which are coming every second on the screen."
"We would like to see more functionality around mapping of topologies, in terms of networks. An improvement that we would like to see is added functionality to get more detail out of mapping. For example, if the LogicMonitor Collector identifies a connection between two network endpoints, it would be great to actually see which ports are connecting the two endpoints together. That functionality is something we greatly desire. It would actually make our documentation more dynamic in the sense that we wouldn't need to manually document. If this is something that the platform could provide, then this would be a great asset."
"While dynamic alerting is great, the overall alerting system can be complex to configure."
"Dashboarding capabilities could be enhanced. It is cumbersome, you must do it all at once, and then you must repeat the process every now and then."
"There is substantial room for improvement with LogicMonitor."
"Reporting limitations exist with the product. When trying to create a dashboard that is useful for day-to-day monitoring, the native reporting is not that intuitive."
"One drawback of LogicMonitor is its licensing model, which requires an additional license for each module. For example, if you need to use Azure monitoring, you'll need an additional license on top of the base license."
 

Pricing and Cost Advice

"The solution is a bit expensive."
"As you develop a relationship with Amazon, your pricing gets lower. You get credits for the amount of the system you use, and then if you're the government, you can get government pricing. For commercial users, there's a hump when you go from small to medium to big enterprise. Small businesses can live pretty easily off the free tier in a lot of cases, but when you go from a medium to a big enterprise, it becomes more expensive on a per-user basis. I'd like to see that curve going in a different way where pricing can be driven down while people are trying to adopt the technology."
"The pricing for AWS X-Ray is a six out of ten."
"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."
"The license is annual, and I'm not fully aware of what it costs. We have a through-cycle that we go through, and they've been generous with us going above our limit. They're not strict on it. At the end of the year, they got us to renew. We always add some cushion for what we expect. Also, if you need custom monitoring or design work, you can pay them for consulting services."
"In terms of pricing, I would rate LogicMonitor four out of five."
"They are expensive for the cloud."
"The pricing can be a little aggressive. Right now, it's a bit much for smaller organizations to adopt it. But comparatively, it also provides good features."
"We've had customers who have reduced their costs by not having multiple platforms for monitoring. That said, especially with super-large environments, the cost model for LogicMonitor is the one area where we run into issues."
"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."
"I know we are saving at least several hundred thousand dollars in that we're not buying Cisco Prime."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
10%
Comms Service Provider
9%
Manufacturing Company
7%
Manufacturing Company
11%
Financial Services Firm
11%
Computer Software Company
10%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Large Enterprise3
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise12
Large Enterprise29
 

Questions from the Community

What is your experience regarding pricing and costs for AWS X-Ray?
While I have not compared it with GCP or Azure ( /products/microsoft-azure-reviews ), AWS generally offers cost-effective services. Some services, like Athena ( /products/odyssey-software-athena-eo...
What needs improvement with AWS X-Ray?
The challenges we faced with AWS X-Ray were that some of the AWS services we were using did not support it, which we discovered at a later stage. This was potentially a design consideration we shou...
What is your primary use case for AWS X-Ray?
I have been using AWS X-Ray for creating insights to our applications we have developed. It is used to correlate different services in AWS when a transaction happens, allowing us to see the flow of...
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 is your experience regarding pricing and costs for LogicMonitor?
I do not manage the pricing, setup cost, and licensing for LogicMonitor.
What needs improvement with LogicMonitor?
LogicMonitor tends to continuously ping the servers and the environment, which can create a lot of false alerts. Another thing is that it is not very good for application monitoring.LogicMonitor ca...
 

Comparisons

 

Overview

 

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow
Kayak, Zendesk, Ted Baker, Trulia, Sophos, iVision, TekLinks, Siemens
Find out what your peers are saying about AWS X-Ray vs. LogicMonitor and other solutions. Updated: June 2026.
902,988 professionals have used our research since 2012.