Amazon CloudWatch 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 #24 with an average rating of 8.0, while Lumigo is ranked #55 with an average rating of 7.0. Amazon Web Services (AWS) holds a 0.9% 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.

Amazon CloudWatch

Read 49 Amazon CloudWatch reviews

9,188 Views
4,686 Comparison Views

90% willing to recommend

Lumigo

Read 2 Lumigo reviews

1,059 Views
1,048 Comparison Views

100% willing to recommend

Amazon CloudWatch

Lumigo

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Amazon CloudWatch 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

Amazon CloudWatch

Ranking in Application Performance Monitoring (APM) and Observability

24th

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Log Management (19th), Cloud Monitoring Software (15th)

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 Amazon CloudWatch is 0.9%, down from 1.6% 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 (%)
Amazon CloudWatch	0.9%
Lumigo	0.3%
Other	98.8%

Application Performance Monitoring (APM) and Observability

Featured Reviews

Amandeep Pawar

Engineer Technology at Iris Software Technologies Private Limited

Monitoring microservices has improved and teams respond faster to production incidents

In my opinion, the best features Amazon CloudWatch offers are Metrics, Analytics, Logs, Alarms, Dashboards, and Log Insights, with standout features being real-time monitoring and centralized logging, proactive alerting, and fast troubleshooting. The dashboards in Amazon CloudWatch help with troubleshooting by allowing us to easily look into API latency and how much resource consumption is occurring. The CloudWatch dashboard provides real-time data and views of our application health while Log Insights lets us quickly search and analyze logs to identify root causes of production issues, making troubleshooting time efficient and monitoring much more streamlined. Amazon CloudWatch has positively impacted my organization by improving our ability to monitor production issues and easily find the root cause in the application. We can quickly fix issues at the point of occurrence, and real-time metrics for microservices provide centralized logging and automated alerts that enable fast incident detection, quicker troubleshooting, and better application reliability, ultimately reducing operational efforts by giving engineers a single platform for monitoring AWS resources and microservices. I have seen many positive outcomes in my organization, estimating that CloudWatch reduced troubleshooting time by around thirty to forty percent because engineers could correlate metrics and logging from a single platform. Early alerts also help us resolve many performance issues before they escalate into major incidents, contributing to improved service availability.

Read full review

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 product can be integrated with AWS very easily."

"The product helps us collect and store various metrics to set test alarms."

"The monitoring features are valuable."

"The scalability of Amazon CloudWatch rates as high scalability, scoring a perfect ten."

"The solution offers very detailed metrics for their services."

"The most valuable feature of Amazon CloudWatch is reliability."

"I can put it in a simple term, its simplicity is always there."

"In Amazon CloudWatch, I found their data analytics services most valuable."

More Amazon CloudWatch pros

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

"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%."

Cons

"For improvements, I think Amazon CloudWatch could enhance certain areas, particularly regarding pricing structure."

"The integration with third-party tools must be made easier."

"Even though the product works well with most AWS, it is a nightmare to use with Snowflake."

"The solution's pricing is a bit higher."

"The solution should provide human-readable metrics."

"When connecting to Google Cloud, there is no visibility or traceability from Google Cloud into CloudWatch."

"We'd like the interface to be as easy as Datadog."

"Incorporating a straightforward method or a plug-and-play solution for integrating these databases with our systems, facilitating smooth data transfer, and enabling the creation of dashboards for monitoring and analysis would be beneficial."

More Amazon CloudWatch cons

"I think support needs to be improved."

Pricing and Cost Advice

"The price is okay for me."

"I consider it as a medium-priced solution."

"It’s an open-source solution."

"The price of Amazon CloudWatch is reasonable for detailed basic monitoring."

"The product's cost is relatively inexpensive."

"We have monthly licensing costs. The licenses are probably in the vicinity of about $300 - $350/month."

"Amazon CloudWatch has very cheap pricing, and it hardly costs my company $25-$30 a month for fifty systems, so it's pretty affordable."

"The price of Amazon CloudWatch is reasonable. When the rate of data collection is done the price will increase. The price is less than other solutions."

More Amazon CloudWatch pricing and cost advice

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

13%

Manufacturing Company

10%

Outsourcing Company

Comms Service Provider

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	17
Midsize Enterprise	8
Large Enterprise	26

No data available

Questions from the Community

What is your experience regarding pricing and costs for Amazon CloudWatch?

The experience with pricing, setup cost, and licensing for Amazon CloudWatch has been positive. It was very easy to set up because it is built into AWS and does not require separate licensing, bein...

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What needs improvement with Amazon CloudWatch?

For improvements, I think Amazon CloudWatch could enhance certain areas, particularly regarding pricing structure. I wish to see simpler pricing, more intuitive dashboards, easier log queries for b...

See all answers

What is your primary use case for Amazon CloudWatch?

My main use case for Amazon CloudWatch is the monitoring and analytics of the application servers. I basically use Amazon CloudWatch to monitor the microservices and AWS infrastructure, helping me ...

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

Zabbix vs Amazon CloudWatch

Compared 5% of the time

Datadog vs Amazon CloudWatch

Compared 4% of the time

Amazon OpenSearch Service vs Amazon CloudWatch

Compared 4% of the time

Google Cloud's operations suite (formerly Stackdriver) vs Amazon CloudWatch

Compared 4% of the time

Sematext Cloud vs Amazon CloudWatch

Compared 3% of the time

More Amazon CloudWatch Competitors

Datadog vs Lumigo

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

Amazon CloudWatch

November 2026

Download Amazon CloudWatch product report

Buyer's Guide

Application Performance Monitoring (APM) and Observability

October 2026

Download Lumigo product report

Overview

Amazon CloudWatch offers centralized logging, real-time monitoring, and integration with AWS services, assisting organizations in improving operational efficiency and reducing troubleshooting time.

Amazon CloudWatch provides a comprehensive monitoring solution that includes dashboards, alerts, and detailed reporting to analyze server and application performance. Its user-friendly interface supports AWS services monitoring through integration with resources like EC2, S3, and Lambda. However, improvements can be made in customization, dashboard design, and integration with third-party tools.

What are Amazon CloudWatch's key features?

Ease of Use: Simplifies monitoring and logging with a user-friendly interface.
Centralized Logging: Collects logs from applications and AWS resources for comprehensive analysis.
Real-time Monitoring: Provides real-time insights into AWS services and applications.
Integration with AWS: Seamlessly works with AWS resources such as EC2, S3, and Lambda.
Dashboards and Alerts: Customizable dashboards and proactive alerting to quickly identify issues.

What benefits should users look for?

Operational Efficiency: Reduces troubleshooting time through detailed monitoring and alerting.
Scalability: Adapts to growing infrastructural needs without compromising performance.
Stability: Delivers a reliable and consistent monitoring experience across AWS environments.
Data Analytics: Offers advanced analytics to understand application and infrastructure performance.

Amazon CloudWatch is widely implemented across industries to monitor essential metrics like CPU and memory utilization. Companies rely on its capabilities for anomaly detection, incident response, and performance checks, making it indispensable for automated monitoring in AWS environments.

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

AirAsia, Airbnb, Aircel, APUS, Avazu, Casa & Video, Futbol Club Barcelona (FCBarcelona), National Taiwan University, redBus

Information Not Available

Buyer's Guide

Application Performance Monitoring (APM) and Observability

October 2026

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