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: September 2025).

AWS X-Ray vs. LogicMonitor

September 2025

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Helped 869,566 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

15th

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

27th

Average Rating

9.0

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Network Monitoring Software (24th), IT Infrastructure Monitoring (23rd), Container Monitoring (7th), Cloud Monitoring Software (18th), AIOps (13th)

Mindshare comparison

As of October 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 2.7%, 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 Market Share Distribution
Product	Market Share (%)
AWS X-Ray	2.7%
LogicMonitor	0.8%
Other	96.5%

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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Maxwell Miya

IT Infrastructure Engineer at Ethical Trade SErvices Africa

Has improved service reliability and reduced downtime by providing full visibility into infrastructure

I wish the user interface would be customizable to allow users to create personal context-specific workspaces to hide irrelevant data, rather than trying to have a one-size-fits-all interface. This would go a long way, as would introducing a usage-based pricing model for data ingestion, per GB of metrics or logs alongside a device-based model similar to New Relic, which would be more attractive for cloud-native companies with dynamic infrastructure. While dynamic alerting is great, the overall alerting system can be complex to configure. If LogicMonitor looks into going beyond the topology-based correlation to include AI that can group related alerts from different parts of the stack into a single probable cause incident, that will significantly improve the system.

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 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."

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

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

"It is a very scalable solution."

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

"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

"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."

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

"LogicMonitor has positively impacted our organization by especially improving service reliability and user experience, and the dynamic alerting and root cause analysis have helped us fix issues before they cause a full-blown outage or degrade performance for end users."

"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."

"Whenever we reach out to our customers, we give LogicMonitor as a dashboard to them so they don't need to monitor the hardware side separately. For example, if my service is running on their hardware X, that means they don't need to monitor hardware X and our services too. LogicMonitor has the capability of monitoring their hardware as well as our services. This is how LogicMonitor helps us."

"LogicMonitor added AI technology to help understand what's normal and that has helped quite a bit, so that's the feature I found most valuable in the product. The product is also doing quite well with identifying devices and customizing a particular Cisco version or model number. LogicMonitor continues to be active in updating what is available to be monitored, and it's been very good with keeping those things current, so that's another valuable feature of the product."

"I really appreciate the reporting function because it allows me to create dashboards that will be emailed to me during the morning so that I have a complete overview of my client's health, within a specific time frame."

"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."

More LogicMonitor pros

Cons

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

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

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

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

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

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

"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."

More AWS X-Ray cons

"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."

"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."

"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."

"It needs better access for customizing and adding monitoring from the repository. That would be helpful. It seems like you have to search through the forums to figure out what specific pieces you need to get in for specific monitoring, if it's a nonstandard piece of equipment or process. You have to hunt and find certain elements to get them in place. If they could make it a bit easier rather having to find the right six-digit code to put in so it implements, that would be helpful."

"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."

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

"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."

"LogicMonitor should always improve AI because we are always striving for real intelligence. An additional feature we'd like to see in the next release of LogicMonitor is more in the area of identification of when the dominant workload is working. There are certain devices and applications that have cycles of their own. Some are used primarily during prime time, and some are used during the overnight timeframe, and better identification and classification of those workloads would be helpful. For example, we could then do some more planning about, for this particular set of devices, as it has a prime time environment, and we don't want to see a 24-hour average, as we want to see what is the 75th or 90th percentile utilization during the prime time when it is being used, whenever that prime time is."

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."

"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."

"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."

"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 license is annual, and I'm not fully aware of what it costs. We have a through-cycle that we go through, and they've been generous with us going above our limit. They're not strict on it. At the end of the year, they got us to renew. We always add some cushion for what we expect. Also, if you need custom monitoring or design work, you can pay them for consulting services."

"We have definitely seen ROI with LogicMonitor. We used to provide 24/7 IT support for our users. We have since been able to change to operating just within normal business hours for IT support, and LogicMonitor was a large part of being able to accomplish that."

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

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

"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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Top Industries

By visitors reading reviews

Computer Software Company

16%

Financial Services Firm

15%

Manufacturing Company

Comms Service Provider

Computer Software Company

14%

Manufacturing Company

11%

Financial Services Firm

11%

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	11
Midsize Enterprise	9
Large Enterprise	8

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?

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 7% of the time

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Compared 7% of the time

Azure Monitor vs LogicMonitor

Compared 6% of the time

ThousandEyes vs LogicMonitor

Compared 6% of the time

SolarWinds NPM vs LogicMonitor

Compared 5% of the time

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Product Reports

Download AWS X-Ray product report

AWS X-Ray

October 2025

Download LogicMonitor product report

September 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 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