AWS X-Ray vs Lumigo comparison

Why PeerSpot?

Amazon Web Services (AWS) and Lumigo are both solutions in the Application Performance Monitoring (APM) and Observability category. Amazon Web Services (AWS) is ranked #28 with an average rating of 7.4, while Lumigo is ranked #55 with an average rating of 7.0. Amazon Web Services (AWS) holds a 1.0% mindshare in APM, compared to Lumigo’s 0.3% mindshare. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 100% of Lumigo users who would recommend it.

AWS X-Ray

Read 11 AWS X-Ray reviews

5,346 Views
5,132 Comparison Views

90% willing to recommend

Lumigo

Read 2 Lumigo reviews

1,059 Views
1,048 Comparison Views

100% willing to recommend

AWS X-Ray

Lumigo

Comparison Buyer's Guide

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Executive Summary

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

Find out what your peers are saying about Splunk, Dynatrace, Datadog and others in Application Performance Monitoring (APM) and Observability.

To learn more, read our detailed Application Performance Monitoring (APM) and Observability Report (Updated: October 2026).

Buyer's Guide

Application Performance Monitoring (APM) and Observability

October 2026

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Helped 921,523 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

Lumigo

Ranking in Application Performance Monitoring (APM) and Observability

55th

Average Rating

8.6

Reviews Sentiment

8.5

Number of Reviews

Ranking in other categories

No ranking in other categories

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 Lumigo is 0.3%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Mindshare Distribution
Product	Mindshare (%)
AWS X-Ray	1.0%
Lumigo	0.3%
Other	98.7%

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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Vinay Lal

Head of Testing & AVP at Flash AI

Distributed tracing has transformed our testing workflows and now uncovers hidden failures fast

The best features Lumigo offers include the live stream architecture and transaction mapping, which helps to automatically generate and update the visual execution topology for every single test transaction. After seeing the exact flow from the edge API through intermediate queues and containerized microservices down to managed storage, it gives our QA engineers instant context. Additionally, I love the request-response payload inspection feature, which captures input and output parameters, request headers, and invocation payload safely. When an automated integration test fails, the exact offending payload is visible right inside the trace, helping to save our QA and engineering teams a lot of time, leading to at least a 48.33% drop in wasted time previously spent finding the root cause. With automation saved, automated root cause correlation has helped to correlate logs, metrics, and trace spans across asynchronous boundaries, which is notoriously difficult to debug in event-driven AI pipelines. The live stream architecture and transaction mapping make such a difference for my team, as it generates updates regularly via visual execution and the topology for every single test transaction, providing us with a view through intermediate queues and microservices to managed storage, giving engineers instant context of transactions and payloads, which saves at least 49% of our time and allows overall resources to be used more effectively. Regarding Lumigo's AI capabilities, I find the governance of security to be really good, and we have seen a positive impact due to the AI capabilities alongside strict compliance regulations such as SOC 2 and ISO 27001, proving it is compliant with applicable regulations and policies. Lumigo's accuracy is close to 100%, making it very reliable. Lumigo integrates seamlessly with other AWS services we use, and we have not faced any issues.

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 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."

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

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

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

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

"It is a very scalable solution."

More AWS X-Ray pros

"Lumigo has positively impacted our organization with transformative ROI for our quality engineering and delivery cycles, where the meantime to defect and resolve due to debugging failed end-to-end integration test runs has dropped over 68.3%."

"Any new member, whether from the development side or business team, finds the user-friendly UI easy to understand."

Cons

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

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

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

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

"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."

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

"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."

More AWS X-Ray cons

"I think support needs to be improved."

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."

Information not available

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Top Industries

By visitors reading reviews

Comms Service Provider

10%

Financial Services Firm

10%

Manufacturing Company

University

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	8
Large Enterprise	3

No data available

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...

See all answers

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...

See all answers

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...

See all answers

What is your experience regarding pricing and costs for Lumigo?

My experience with pricing, setup cost, and licensing was good, and I rate it ten out of ten.

See all answers

What needs improvement with Lumigo?

I think support needs to be improved. Lumigo can be improved particularly in support. When comparing it with AWS monitoring, Dynatrace, or other solutions, if we encounter any trouble, everyone loo...

See all answers

What is your primary use case for Lumigo?

My main use case for Lumigo is microservice monitoring in my day-to-day experience. A specific example of how I use Lumigo for microservice monitoring involves comparing it to other tools such as D...

See all answers

Comparisons

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Compared 7% of the time

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Compared 6% of the time

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Compared 5% of the time

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Compared 4% of the time

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Compared 43% of the time

Coralogix vs Lumigo

Compared 38% of the time

AWS Auto Scaling vs Lumigo

Compared 7% of the time

OpenTelemetry vs Lumigo

Compared 7% of the time

OpenText Real User Monitoring vs Lumigo

Compared 5% of the time

More Lumigo Competitors

Product Reports

Buyer's Guide

AWS X-Ray

November 2026

Download AWS X-Ray product report

Buyer's Guide

Application Performance Monitoring (APM) and Observability

October 2026

Download Lumigo product report

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)

Lumigo offers comprehensive monitoring and troubleshooting capabilities for serverless applications, particularly in AWS Lambda environments. It provides real-time insights and detailed logs to help users identify performance bottlenecks and optimize application performance.

Lumigo is designed to trace issues within AWS Lambda environments, providing users with real-time insights and detailed logs. Its visualization features assist in understanding application flows and dependencies, facilitating quicker problem resolution. The platform's ease of integration with existing frameworks and robust support for debugging issues are additional advantages. Users can effectively pinpoint issues and reduce downtime due to the efficiency of Lumigo’s real-time monitoring and detailed error tracking.

What are the key features?

Seamless Integration: Easily integrates with cloud services to provide comprehensive monitoring.
Real-Time Monitoring: Offers immediate insights into serverless environments.
Detailed Error Tracking: Allows users to track errors efficiently, aiding in quick resolutions.
Intuitive Dashboard: User-friendly setup and navigation for enhanced user experience.
Application Visualization: Visualizes serverless environments to better understand application flows and dependencies.

What benefits and ROI can be expected?

Enhanced Performance: Identify performance bottlenecks and optimize application performance.
Reduced Downtime: Pinpoint issues quickly and reduce downtime with efficient monitoring tools.
Actionable Insights: Gain comprehensive insights and analytics to make informed decisions.
Improved Integration: Benefit from the easy integration with existing frameworks and cloud services.

Companies across various industries implement Lumigo to enhance their serverless application performance. It is used extensively in finance, healthcare, and technology sectors to monitor AWS Lambda environments, providing real-time monitoring, error tracking, and application visualization to ensure optimal performance and quick issue resolution.

Lumigo

Sample Customers

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

Information Not Available

Buyer's Guide

Application Performance Monitoring (APM) and Observability

October 2026

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