No more typing reviews! Try our Samantha, our new voice AI agent.

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
22nd
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
9th
Average Rating
8.8
Reviews Sentiment
6.9
Number of Reviews
49
Ranking in other categories
Network Monitoring Software (6th), IT Infrastructure Monitoring (8th), Container Monitoring (4th), Cloud Monitoring Software (5th), AIOps (6th)
 

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.0%, down from 3.2% compared to the previous year. The mindshare of LogicMonitor is 1.6%, up from 0.9% 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-Ray1.0%
Other97.4%
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

"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."
"The most beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."
"AWS X-Ray's endpoints and user monitoring are considered the most valuable features."
"The best feature of AWS X-Ray is the ability to correlate data out of the box, ensuring that if one service calls another service, it will provide a full flow of what has happened without needing to build or develop anything around it."
"I would give AWS X-Ray a nine out of ten overall."
"AWS X-Ray shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."
"It is a very scalable solution."
"The solution has made it easier for us to trace the problems that we have with our requests and to monitor the timing of each step in each request we do in our endpoints."
"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 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."
"We get full visibility into whatever the customer wants us to monitor and we get it pretty rapidly. That is very important. Only having certain metrics that other platforms will give you out-of-the-box means you only get a small picture, a thumbnail picture. Whereas with LogicMonitor, you get the entire "eight by 10 picture", out-of-the-box. Rather than some availability metrics, you get everything. You get metrics on temperature, anything related to hardware failure, or up and down status."
"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 warnings allow us to correlate data and identify areas where we should take action, even if the issues aren't critical."
"The solution’s overall reporting capabilities are pretty powerful compared to ones that I have used previously. It seems like it has a lot of customizations that you can put in, but some of the out-of-the-box reports are useful too, like user logon duration and website latency. Those type of things have been helpful and don't require a lot of, if any, changes to get useful content out of them. They have also been pretty easy to implement and use."
"LogicMonitor has a very highly talented support team that can answer the questions and help the customer right away."
"It is a really solid tool for the on-premises, physical and virtual infrastructure; I have had nothing but good things to say about it, and it has been a pleasure using it for those use cases."
"We couldn't maintain our environment without it."
 

Cons

"AWS X-Ray should improve its implementation process to make it easier for developers."
"A significant downside is that it is very expensive."
"They can improve how traces are sent to other providers."
"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."
"It should have X-Ray SDKs for different languages like Node.js, Python, or Java."
"If you have a small team, it's probably overkill."
"Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts."
"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."
"LogicMonitor tends to continuously ping the servers and the environment, which can create a lot of false alerts."
"It needs better access for customizing and adding monitoring from the repository."
"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 APM part is somewhat lacking; they have made some attempts, but it is very rudimentary and I would not even categorize it as a solution to be honest."
"The container monitoring seems to be really behind compared to some bespoke cloud-native monitoring solutions that are designed around Kubernetes, containers, and ephemeral environments."
"The ease of use with data source tuning could be improved. That can get hairy quickly. When I reach out for help, it's usually around a data source or event source configuration. That can get challenging."
"The process of upgrading some of the collectors has been a little bit confusing. I need to understand that better."
"One thing that could be really better is the mapping. Auvik is really good at it. They have a really nice way to give you a visual representation of your network, but in LogicMonitor, this functionality is not as powerful and as good as Auvik."
 

Pricing and Cost Advice

"The pricing for AWS X-Ray is a six out of ten."
"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."
"We pay for the enterprise tech support."
"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's affordable. The price we get per license is a lot cheaper than what we were getting with some of the other tools. There are other monitoring tools out there that are cheaper, but what you get with LogicMonitor, out-of-the-box, makes it worth the cost."
"LogicMonitor is competitively priced at the same level as other vendors, like Datadog."
"The features were very valuable to us because we could consolidate them into one platform and have a good user experience with the platform, our accounts, and the support team. That was the key driver for us. That was what we were looking for. We looked for a comprehensive solution that could provide advanced features all in one platform, and LogicMonitor was the solution that we chose. It definitely has a premium price. However, you are getting what you pay for in a very effective way. That was important in our decision-making.The features were very valuable to us because we could consolidate them into one platform and have a good user experience with the platform, our accounts, and the support team. That was the key driver for us. That was what we were looking for. We looked for a comprehensive solution that could provide advanced features all in one platform, and LogicMonitor was the solution that we chose. It definitely has a premium price. However, you are getting what you pay for in a very effective way. That was important in our decision-making."
"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."
"As a managed services provider, the licensing model that LogicMonitor provides us is excellent. We are able to scale up and scale down as needed. The pricing is reasonable for the amount of features and support that they provide."
"In terms of pricing, I would rate LogicMonitor four out of five."
report
Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.
909,701 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
13%
Computer Software Company
10%
Comms Service Provider
9%
Manufacturing Company
8%
Manufacturing Company
11%
Financial Services Firm
10%
Computer Software Company
9%
Construction Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Large Enterprise3
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise13
Large Enterprise32
 

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?
My experience with pricing, setup cost, and licensing is that the licensing model has changed and is very confusing as it currently stands and overly complicated.
What needs improvement with LogicMonitor?
I do see negatives and areas for improvement in LogicMonitor. Obviously, there is always space for improvement. First of all, I believe the commercial aspects require improvement. At the moment, if...
 

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: August 2026.
909,701 professionals have used our research since 2012.