AWS X-Ray vs LogicMonitor comparison

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AWS X-Ray

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Executive Summary

We performed a comparison between AWS X-Ray and LogicMonitor based on real PeerSpot user reviews.

Find out in this report how the two Application Performance Monitoring (APM) and Observability solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed AWS X-Ray vs. LogicMonitor Report (Updated: July 2025).

AWS X-Ray vs. LogicMonitor

July 2025

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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

16th

Average Rating

7.8

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

No ranking in other categories

LogicMonitor

Ranking in Application Performance Monitoring (APM) and Observability

30th

Average Rating

9.0

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Network Monitoring Software (23rd), IT Infrastructure Monitoring (25th), Container Monitoring (8th), Cloud Monitoring Software (18th), AIOps (12th)

Mindshare comparison

As of August 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 3.1%, down from 3.4% compared to the previous year. The mindshare of LogicMonitor is 0.8%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

Featured Reviews

Muhmad Tabrez A Deewanji

Lead Software Engineer at a tech services company with 1,001-5,000 employees

Improving performance through efficient trace metrics and data insights

As an application developer and architect, I appreciate AWS X-Ray for checking latency and identifying bottlenecks. I use it for performance tuning, conducting performance testing on applications, getting real-time traces, and gaining data insights. It helps in improving throughput and tuning infrastructure. The trace metrics and data collected provide valuable insights.

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Henry-Steinhauer

Systems Engineer at LifePoint Health

They have an active community of users who are willing to share their experiences and how they have extended the solution to do unusual things.

I'm a learn-by-example person, so it would be nice to have a cookbook for enterprise management. They have a rich API process, but there aren't many examples of how to do enterprise-style work. It is peculiar about how to do it for one device, but not necessarily thousands. LogicMonitor can effortlessly pull data from one item at a time. I have yet to find an excellent way to get LogicMonitor to show me all the WAN devices and how they're doing in terms of capacity.

Read full review

Quotes from Members

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

Pros

"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 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."

"It is a very scalable solution."

"AWS X-Ray is a strong solution and has a smooth integration process."

"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 shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."

"The most important one is compliance. We're able to achieve our regulatory levels. We're able to achieve the security level that we need for the federal government."

More AWS X-Ray pros

"It's the depth of data that it gathers that I find really useful because there's nothing worse, when you're trying to find information about something or dig deeper into something, than hitting the bottom of the information really quickly and not having enough information to work with. With LogicMonitor, there is a load of information to dig through. It's a really good solution for that."

"We only have one monitoring tool, and that is LogicMonitor. It does pretty much everything we need under one roof. They are very good at rapidly releasing new features. It's not like we have to wait six months or a year between new features and data sources. There is very quick development. If there is something that doesn't do it for us, I know I can just raise it with support or our delivery representative, and there is a good chance that that will be looked at. If it's not too much effort, we will see it released in the next few months. So, the solution is very good from that perspective. We have everything in LogicMonitor."

"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."

"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."

"The most valuable feature of LogicMonitor is the infrastructure monitoring capability."

"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."

"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."

"LogicMonitor is good for getting a full view of your topologies. They have LiveMaps, which give you a visual representation of your infrastructure."

More LogicMonitor pros

Cons

"They can improve how traces are sent to other providers."

"A significant downside is that it is very expensive."

"If you have a small team, it's probably overkill."

"Sometimes, the collector agents are confusing to configure initially."

"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."

"Like most Amazon products, the user interface, configuration, and tuning aren't the easiest. That's the biggest reason why people tend to go to products like TerraForm and Terragrunt. We use TerraForm and Terragrunt. So, for setting things up and interacting with X-Ray, it's definitely the user interface that can be better."

"I do not have any notes in terms of improvements."

"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."

More AWS X-Ray cons

"I'd like to see more automation in the tool, especially around remediation."

"LogicMonitor should improve its logging features. It can become expensive and should be cost-effective. It would be great to see prebuilt templates for alerting methods in LogicMonitor that are similar to the prebuilt dashboards. Currently, users have to build their alerting configurations."

"Role-based permissions could be better and updating modules could be smoother."

"LogicMonitor can easily easy to pull data from one item at a time. I have yet to find a good way to get LogicMonitor to show me all the WAN devices and how they're doing in terms of capacity."

"One thing I would like to see is parent/child relationships and the ability to build a "suppression parent/child." For example, If I know that a top gateway is offline and I can't talk to it anymore, and anything that's connected below it or to it is also going to be offline, there is no need to alarm on those. In that situation it should create one ticket or one alarm for the parent. I know they're working towards that with their mapping technology, but it's not quite to that level where you can build out alarm logic or a correlation logic like that."

"One of the areas that I sometimes find confusing is the way that the data is presented. For example, a couple of weeks back I was looking at bandwidth utilization. That's quite a difficult thing to present, but they should try to dumb down how the data is presented and simplify what they're presenting."

"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."

"LogicMonitor has good features, but the ease of use is a little bit confusing. Additionally, we are looking for workflow automation, which is a little bit tricky for LogicMonitor."

More LogicMonitor cons

Pricing and Cost Advice

"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."

"The solution is a bit expensive."

"They are expensive for the cloud."

"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."

"The tool's pricing falls into the middle range."

"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."

"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."

"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."

"I know we are saving at least several hundred thousand dollars in that we're not buying Cisco Prime."

"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."

More LogicMonitor pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.

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865,384 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

16%

Computer Software Company

16%

Manufacturing Company

Comms Service Provider

Computer Software Company

16%

Financial Services Firm

11%

Manufacturing Company

10%

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about AWS X-Ray?

AWS X-Ray is a strong solution and has a smooth integration process.

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?

AWS X-Ray should improve its implementation process to make it easier for developers. The current manual instrumentation is challenging compared to the almost automatic instrumentation of other pro...

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?

The pricing can vary yearly or monthly, depending on the clients we're working with and their size and scale. For example, the pricing for a customer with ten thousand licenses versus a hundred lic...

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Compared 6% of the time

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Compared 6% of the time

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Product Reports

Download AWS X-Ray product report

AWS X-Ray

August 2025

Download LogicMonitor product report

August 2025

Overview

AWS X-Ray is a powerful debugging and performance analysis tool offered by Amazon Web Services. It allows developers to trace requests made to their applications and identify bottlenecks and issues.

With X-Ray, developers can visualize the entire request flow and pinpoint the exact location where errors occur. It provides detailed insights into the performance of individual components and helps optimize the overall application performance.

X-Ray integrates seamlessly with other AWS services, making it easy to trace requests across different services and identify dependencies. It also offers a comprehensive set of APIs and SDKs, enabling developers to instrument their applications and capture valuable data for analysis. With its user-friendly interface and powerful features, AWS X-Ray is a valuable tool for developers looking to improve the performance and reliability of their applications.

Amazon Web Services (AWS)

LogicMonitor provides infrastructure and network monitoring, alerting, and reporting across environments like AWS, Azure, and on-premises.

LogicMonitor aids businesses and managed service providers in maintaining system health, performance, and availability. It supports various technologies including Citrix, Cisco Voice systems, operating systems, virtual machines, and network devices. Businesses benefit from dashboards and data insights for proactive management, customizable data sources, and integration with third-party applications like Slack or ServiceNow. AI technology enhances monitoring capabilities by recognizing normal behavior and updating monitored elements, while multiple monitoring features consolidate data sources into one interface.

What are LogicMonitor's key features?

Dashboards: Instant, interactive access to data for easy monitoring.
Customizable Data Sources: Robust, adaptable monitoring with logic modules.
Granular Alert Tuning: Enhances issue identification and resolution.
Reporting Capabilities: Detailed oversight and forecasting.
Third-Party Integration: Expands functionality with applications like Slack and ServiceNow.
AI Technology: Recognizes normal behavior and updates monitored elements.
Consolidated Monitoring: Combines diverse data sources into a single interface.

What benefits or ROI should users expect?

System Health: Ensures optimal system performance and availability.
Data Insights: Facilitates proactive management with comprehensive data.
Scalability: Adapts to different environments and technologies.
Efficiency: Streamlines monitoring with a single, efficient interface.
Predictive Analysis: Provides detailed oversight and accurate forecasting.

LogicMonitor is utilized across diverse industries by managed service providers to ensure seamless monitoring and management of clients' systems. This includes application performance monitoring, manual topology mapping, SLA calculations, and improvement of role-based permissions. Companies also seek enhanced resources view, better collector upgrade processes, and streamlined customization for monitoring from the repository.

Sample Customers

COMCAST, ConnectWise, skyscanner, AirAsia, cookpad, cimpress, VTEX, zowdow

Kayak, Zendesk, Ted Baker, Trulia, Sophos, iVision, TekLinks, Siemens