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: June 2025).

AWS X-Ray vs. LogicMonitor

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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

7.7

Number of Reviews

Ranking in other categories

No ranking in other categories

LogicMonitor

Ranking in Application Performance Monitoring (APM) and Observability

28th

Average Rating

9.0

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Network Monitoring Software (22nd), IT Infrastructure Monitoring (23rd), Container Monitoring (7th), Cloud Monitoring Software (17th), AIOps (12th)

Mindshare comparison

As of July 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 3.2%, down from 3.4% compared to the previous year. The mindshare of LogicMonitor is 0.7%, 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 ( /products/aws-x-ray-reviews ) 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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Manish Bansod

Assistant Manager at a construction company with 5,001-10,000 employees

A feature-packed solution with excellent stability and a notification system

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. But we are still exploring more and do not have detailed training in LogicMonitor. Moreover, the deployment process needs improvement. The thing is the deployment or whatever the standard deployment should be implemented here. That is not fine-tuning. In my personal opinion, for workflow automation and other stuff, we have Python or scripting knowledge, and that part is very tricky. Whenever we try to call the service or the LogicMonitor team, and we open a ticket, it is chargeable. In future releases, we would like to see a configuration backup manager. A feature that automatically backups the device configuration will help us. So, instead of going with another third-party tool, this will be good.

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Quotes from Members

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

Pros

"The error analysis capabilities of X-Ray are really good."

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

"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."

"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."

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

"It is a very scalable solution."

"AWS X-RAY identifies bottlenecks in terms of stability and performance and how long certain data lives in terms of response time and duration."

More AWS X-Ray pros

"The alerting would be number one in my book. The thresholds for getting alerts for different criteria are pretty well-thought-out. We don't get many false positives or negatives on the alerting side. If we do get an email alert or some similar alert, we know that it is something that has to be looked at."

"One thing that's very valuable for us is the technical knowledge of the people who work with LogicMonitor. We looked at several products before we decided to use LogicMonitor, and one of the key decision-making points was the knowledge of the things that they put in the product. It provides real intelligence regarding the numbers that you see on the product, which makes it easy for us technical people to troubleshoot. Other products don't provide you with such information. You see a value going up, but you don't know what it means. LogicMonitor provides such information. For instance, if a value goes up, it says that it is probably because your disk area was too low."

"The plugins are easy to integrate, and LogicMonitor provides these add-ons for vendors like VMware. It becomes very easy to integrate them and take the data sources."

"Having a full team at LogicMonitor for support is super helpful as they are available all the time to answer any questions you may have."

"The initial setup is very simple."

"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 have very fine-tuned alerting that lets us know when there are issues by identifying where exactly that issue is, so we can troubleshoot and resolve them quickly. This is hopefully before the customer even notices. Then, it gives us some insight into potential issues coming down the road through our environmental health dashboards."

"The dashboards are the big seller for us. When our customers can see those graphs and are able to interact with the data, that is valuable. They can easily adjust time ranges and the graphs display the data fast. We've used other tools in the past, where you'd say, "Hey, I want the last three months of data on a graph," and it would just sit there and crunch for five minutes before you'd actually see the data. With LogicMonitor, the fast reliability of those dashboards is huge."

More LogicMonitor pros

Cons

"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."

"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."

"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."

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

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

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

More AWS X-Ray cons

"There is a lack of automation, especially in terms of remediating problems. The problem is seen and identified, but there is a need and a gap where LogicMonitor can help us automate the remediation of the problem."

"The topology mapping is all based on the dynamic discovery of devices that could talk to each other. There is no real manual way that you can set up a join between two devices to say, "This is how this network is actually set up." For example, if you have a device, and you're only pinning that device and not getting any real intelligent information from it, then it can't appear on the map with other devices. Or if it can appear, then it won't show you which devices are actually joined to it."

"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."

"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."

"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."

"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."

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

"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."

More LogicMonitor cons

Pricing and Cost Advice

"The pricing for AWS X-Ray is a six out of ten."

"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 solution is a bit expensive."

"In terms of pricing, I would rate LogicMonitor four out of five."

"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."

"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."

"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."

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

"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'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'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."

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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860,592 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

17%

Computer Software Company

16%

Manufacturing Company

Comms Service Provider

Computer Software Company

17%

Financial Services Firm

12%

Manufacturing Company

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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Product Reports

AWS X-Ray

Download AWS X-Ray product report

Download LogicMonitor product report

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

AWS X-Ray vs. LogicMonitor