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: March 2026).

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

17th

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

13th

Average Rating

9.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Network Monitoring Software (6th), IT Infrastructure Monitoring (8th), Container Monitoring (4th), Cloud Monitoring Software (7th), AIOps (5th)

Mindshare comparison

As of March 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.7%, down from 3.3% compared to the previous year. The mindshare of LogicMonitor is 1.5%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Mindshare Distribution
Product	Mindshare (%)
LogicMonitor	1.5%
AWS X-Ray	1.7%
Other	96.8%

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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Anshuman Thakur

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.

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

"AWS X-Ray's endpoints and user monitoring are considered the most valuable features."

"It is a very scalable solution."

"I would give AWS X-Ray a nine out of ten overall."

"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 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."

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

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."

"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."

"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."

"LogicMonitor gives us visibility into issues that we didn't even know existed."

"LogicMonitor enables us to consistently really wow the customers by sorting that out."

"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 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."

More LogicMonitor pros

Cons

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

"It should have X-Ray SDKs for different languages like Node.js, Python, or Java."

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

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

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

"AWS X-Ray should improve its implementation process to make it easier for developers."

"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."

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

More AWS X-Ray cons

"Their Logs feature is quite new. It is not as feature-rich as we would like it to be. There have been a couple of conversations internally around other log management tools, like Splunk, which may do more for us than LM Logs. The benefit of LogicMonitor is that our staff know how to use it, so we don't really want to move away from it, if we don't have to. I fully expect there to be more development in this area. It is their newest feature, so it is understandable that it hasn't evolved as some of the other stuff. It would be good to see a bit more development in this area, but I think the monitoring side of things is spot on."

"One thing Dynatrace had that I enjoyed was real-time support chat available to reach someone and get help in real-time. With LogicMonitor, that is not really an option."

"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."

"There are some very specific things that need improvement in LogicMonitor. One is the lack of formatting for customized alerts, particularly the delivery of them to our email channel. We'd also like to see further customization of dashboards. Finally, something that is specific to us as an MSP that uses LogicMonitor, is white-labeling or skinning of the product, so we can make it look more customer-focused for our customers."

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

"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."

"Customer support is good, but escalations within customer support are not so good."

"The reporting capabilities are within average."

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."

"LogicMonitor is competitively priced at the same level as other vendors, like Datadog."

"They are expensive for the cloud."

"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."

"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."

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

"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."

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

"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.""

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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885,311 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

13%

Comms Service Provider

Manufacturing Company

11%

Computer Software Company

10%

Financial Services Firm

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Large Enterprise	3

By reviewers
Company Size	Count
Small Business	13
Midsize Enterprise	11
Large Enterprise	11

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 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...

Google Cloud's operations suite (formerly Stackdriver) vs AWS X-Ray

Comparisons

Datadog vs AWS X-Ray

Compared 13% of the time

Sentry vs AWS X-Ray

Compared 12% of the time

Compared 8% of the time

Dynatrace vs AWS X-Ray

Compared 7% of the time

New Relic vs AWS X-Ray

Compared 6% of the time

More AWS X-Ray Competitors

ScienceLogic vs LogicMonitor

Compared 4% of the time

Netreo vs LogicMonitor

Compared 3% of the time

SolarWinds NPM vs LogicMonitor

Compared 3% of the time

Kentik vs LogicMonitor

Compared 3% of the time

Opsview vs LogicMonitor

Compared 3% of the time

More LogicMonitor Competitors

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 offers flexible IT monitoring with customizable dashboards and robust alerting capabilities. It integrates seamlessly with third-party apps like ServiceNow and provides a single-pane view for diverse IT environments, aiding in proactive issue resolution and enhancing operational efficiency.

LogicMonitor stands out with its capability to monitor diverse infrastructures including Cisco Voice systems, data centers, and virtual environments. Supporting servers, storage, networking devices, and applications, it provides seamless integration with cloud services like AWS and Azure. Users leverage its scalability and flexibility, benefiting from dynamic thresholds, anomaly detection, and detailed visualization. All these features contribute to improved management of IT assets and streamlined operations. Users suggest improvements in mapping, reporting, and automation for remediation, desiring more customizations and an expansive application performance monitoring toolset.

What are LogicMonitor's key features?

Customizable Dashboards: Allows personalization of monitoring views.
Robust Alerting: Offers advanced alert configurations.
API and Plugin Support: Ensures integration with apps like ServiceNow.
Dynamic Thresholds: Facilitates proactive issue resolution.
Anomaly Detection: Aids in identifying potential issues early.

What ROI should users look for in reviews?

Operational Efficiency: Enhanced by detailed visualizations and dashboards.
Scalability: Supports growing IT environments effortlessly.
Proactive Management: Facilitated by flexible alerting and monitoring.
Flexibility: Customization in monitoring diverse environments.

LogicMonitor is widely implemented across industries, providing monitoring for infrastructure in sectors like telecommunications, cloud computing, and managed services. Managed service providers particularly value its ability to track client environments, deliver proactive alerts, and generate comprehensive reports, while its integration with cloud platforms like AWS and Azure offers users centralized management and visibility into IT assets worldwide.

Sample Customers

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

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

AWS X-Ray vs. LogicMonitor