AWS X-Ray vs LogicMonitor comparison

Read 56 LogicMonitor reviews

16,800 Views
6,048 Comparison Views

98% willing to recommend

AWS X-Ray

Comparison Buyer's Guide

Download the report

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: November 2026).

AWS X-Ray vs. LogicMonitor

November 2026

Download the complete report

Helped 920,769 peers since 2012

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

28th

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

8th

Average Rating

8.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

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

Mindshare comparison

As of November 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.0%, down from 2.4% 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
Product	Mindshare (%)
LogicMonitor	1.6%
AWS X-Ray	1.0%
Other	97.4%

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.

Read full review

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 most beneficial feature is that it shows a dashboard for performance intervals, which reveals latencies."

"It is a very scalable solution."

"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."

"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."

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

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

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

More AWS X-Ray pros

"Compared to other monitoring platforms I've used in the past, LogicMonitor seems to be the most powerful and robust that I've dealt with."

"The features and capabilities of LogicMonitor that I liked the most is the assistance, as we have handmade assistance support available 24/7 and if we have any technical glitch or technical issues, the vendor support is available right away, which has made my work much easier."

"As a service provider, I believe the biggest benefit from LogicMonitor for my clients is that it provides full-stack infrastructure observability."

"It has improved our organization with its capacity planning. We have a performance environment that we use to benchmark our applications. We use it to say, "Okay, at a certain level of concurrency, we know where our application will fall over." Therefore, we are using LogicMonitor dashboards to tell us that we're good. Our platform can handle X number of clients concurrently hitting us at a time."

"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."

"We couldn't maintain our environment without it."

"It has had a solid impact and has helped us to resolve issues faster with everything in real time and the alerts."

"LogicMonitor has helped our team to reduce the time needed to resolve incidents."

More LogicMonitor pros

Cons

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

"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."

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

"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."

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

"Compared to other open-source tools, AWS X-Ray needs improvement in providing discounts."

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

"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."

More AWS X-Ray cons

"Regarding LogicMonitor's AI capabilities, I think its governance and security are in initial phases, so reliability is low."

"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."

"For customer support, I rate it a seven out of ten since we often do not get immediate responses from support or live chat agents, and most communication happens through email, which is time-consuming."

"Additionally, I found that LogicMonitor needs some improvement in threshold monitoring."

"This is one thing that is a pain and flaw with LogicMonitor."

"Their Logs feature is quite new. It is not as feature-rich as we would like it to be."

"The initial setup and configuration take too much time for a new dashboard onboarding, which is something I wish could improve."

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 solution is a bit expensive."

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

"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."

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

"We pay for the enterprise tech support."

"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."

"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 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."

"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 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."

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.

See recommendations

920,769 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

10%

Comms Service Provider

10%

University

Manufacturing Company

11%

Outsourcing Company

10%

Financial Services Firm

Computer Software 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	17
Midsize Enterprise	14
Large Enterprise	35

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?

We directly connect to LogicMonitor, purchasing it through our third-party vendor. Regarding pricing, setup cost, and licensing, it is more about management decisions, but I find the pricing for co...

What needs improvement with LogicMonitor?

In my experience, I think LogicMonitor could be improved. I believe that at LogicMonitor events, there should be more tech time. It seems all focused on certification or what is new and the latest ...

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

Comparisons

Datadog vs AWS X-Ray

Compared 7% of the time

Compared 7% of the time

New Relic vs AWS X-Ray

Compared 6% of the time

Sentry vs AWS X-Ray

Compared 5% of the time

Airbrake Performance Monitoring vs AWS X-Ray

Compared 4% of the time

More AWS X-Ray Competitors

ScienceLogic vs LogicMonitor

Compared 4% of the time

Avantra vs LogicMonitor

Compared 3% of the time

SolarWinds NPM vs LogicMonitor

Compared 3% of the time

Netreo vs LogicMonitor

Compared 3% of the time

Kentik vs LogicMonitor

Compared 3% of the time

More LogicMonitor Competitors

Product Reports

Download AWS X-Ray product report

AWS X-Ray

October 2026

Download LogicMonitor product report

October 2026

Overview

AWS X-Ray offers comprehensive visibility into service flow, aiding in error tracking and regulatory compliance. It enhances performance tuning and real-time tracing, allowing users to effectively analyze, debug, and monitor microservices environments.

AWS X-Ray is leveraged to correlate data effortlessly and analyze logs, providing insightful service flow visibility. It aids in debugging and meeting compliance standards. Users rely on it for identifying bottlenecks, real-time issue tracing, and monitoring latency and endpoints via performance dashboards. While integration is smooth, enhancements in navigation and broader AWS service support are needed. Improving log filtering, KPI visualization, and integration with external APIs would benefit deployments. Costs and configuration complexities also present areas for improvement.

What are the key features of AWS X-Ray?

Error Tracking: Correlating data automatically for streamlined error identification.
Service Flow Visibility: Comprehensive insights into service interactions and performance.
Performance Tuning: Identifying bottlenecks and optimizing application performance.
Real-Time Tracing: Effective tracing of requests and issues in real-time.
Latency Checks: Monitoring latency across services to ensure prompt response times.

What benefits should users look for in AWS X-Ray?

Efficient Debugging: Streamlined debugging leading to faster issue resolution.
Compliance Support: Assistance in achieving regulatory and security compliance standards.
Insightful Metrics: Access to trace metrics for detailed analysis and decision-making.
Performance Monitoring: Comprehensive monitoring capabilities for system performance.
Cost Management: Analysis of costs associated with tracing and monitoring.

Organizations in microservices environments use AWS X-Ray to gain insight into system behavior by tracing HTTP requests, monitoring performance, and identifying vulnerabilities. It is integrated with other AWS tools to enhance performance monitoring and code execution analysis, ensuring efficient detection of errors and improvement opportunities.

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