AWS X-Ray vs Amazon CloudWatch comparison

Amazon CloudWatch and AWS X-Ray are both solutions in the Application Performance Monitoring (APM) and Observability category. Amazon CloudWatch is ranked #13 with an average rating of 8.1, while AWS X-Ray is ranked #15 with an average rating of 7.4. Amazon CloudWatch holds a 1.3% mindshare in APM, compared to AWS X-Ray’s 2.0% mindshare. Additionally, 90% of Amazon CloudWatch users are willing to recommend the solution, compared to 90% of AWS X-Ray users who would recommend it.

Amazon CloudWatch

Read 48 Amazon CloudWatch reviews

4,548 Views
2,410 Comparison Views

90% willing to recommend

AWS X-Ray

Read 11 AWS X-Ray reviews

4,470 Views
4,247 Comparison Views

90% willing to recommend

Amazon CloudWatch

AWS X-Ray

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between AWS X-Ray and Amazon CloudWatch 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. Amazon CloudWatch Report (Updated: December 2025).

Buyer's Guide

AWS X-Ray vs. Amazon CloudWatch

December 2025

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Helped 881,082 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

13th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Log Management (15th), Cloud Monitoring Software (11th)

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

Mindshare comparison

As of January 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Amazon CloudWatch is 1.3%, down from 1.5% compared to the previous year. The mindshare of AWS X-Ray is 2.0%, down from 3.4% 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 (%)
Amazon CloudWatch	1.3%
AWS X-Ray	2.0%
Other	96.7%

Application Performance Monitoring (APM) and Observability

Featured Reviews

Azam S M

Infrastructure Lead at Danat Fz LLC

Has provided reliable monitoring and alerting through extensive metric tracking and dashboard configuration

Amazon CloudWatch itself provides a lot of data. However, for visualization, we need to use third-party tools. We are in a process of integrating Grafana, Loki, and Prometheus to have better visualization on Amazon CloudWatch. We are also integrating Grafana with the application itself to get the application data and logs. Alternatively, there is AWS Kinesis and Glue where you can scrape the logs and have visualization, but a more easy option is Grafana. If you want to get a proper visual representation to see what is happening, then you need to integrate a third-party tool. Amazon CloudWatch has all the data, but to see what is happening, you need some third-party tool.

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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

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"What I found most valuable in Amazon CloudWatch is that it gives you detailed information, which I found helpful because it can even provide you with data for the past one minute, which is quite granular. That was what helped me most in terms of finding the root causes. Task automation is another valuable feature of Amazon CloudWatch."

"The product can be integrated with AWS very easily."

"We can set CPU thresholds using the solution."

"Setting up this product was easy. I found data analytics as its most valuable feature."

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

"CloudWatch provides essential monitoring capabilities that integrate seamlessly with other AWS services."

"The solution effectively monitors golden signals like CPU, page requests, and queues."

"Amazon CloudWatch offers cost-saving advantages by being an inbuilt solution that requires no separate setup or maintenance for monitoring tasks."

More Amazon CloudWatch pros

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

"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."

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

"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."

"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 is a strong solution and has a smooth integration process."

"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 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."

More AWS X-Ray pros

Cons

"Right now, in relation to monitoring services, there are too many services and too many metrics per service."

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

"When customers want to see the CPU or memory utilization there is a cost. This should be free to see the utilization."

"It would be beneficial for CloudWatch to provide an API interface and some kind of custom configuration."

"The solution's integration could be easier for laypersons."

"The dashboard of Amazon CloudWatch is not very customizable right now."

"What would make Amazon CloudWatch better is if it includes more on-site checks, particularly status checks on the CPU, network input/output, etc. It would also be helpful if there's built-in swap space, disk, and memory monitoring in Amazon CloudWatch because, at the moment, my team has to configure it manually through a shell script."

"The product's configuration has some challenges. The solution needs to be more user-friendly."

More Amazon CloudWatch cons

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

"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."

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

"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."

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

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

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

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

More AWS X-Ray cons

Pricing and Cost Advice

"The product's cost is relatively inexpensive."

"The solution is expensive."

"The tool is not expensive."

"The pricing model is pay-as-you-go so you have to be mindful of usage to manage costs."

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

"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."

"The pricing is average."

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

More Amazon CloudWatch pricing and cost advice

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

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

15%

Computer Software Company

10%

Manufacturing Company

10%

Transportation Company

Financial Services Firm

15%

Computer Software Company

14%

Manufacturing Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	17
Midsize Enterprise	9
Large Enterprise	24

By reviewers
Company Size	Count
Small Business	8
Large Enterprise	3

Questions from the Community

What do you like most about Amazon CloudWatch?

The monitoring features are valuable.

See all answers

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

No specific setup costs were mentioned.

See all answers

What needs improvement with Amazon CloudWatch?

See all answers

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

Comparisons

Grafana Loki vs Amazon CloudWatch

Compared 16% of the time

Amazon OpenSearch Service vs Amazon CloudWatch

Compared 8% of the time

Zabbix vs Amazon CloudWatch

Compared 6% of the time

Dynatrace vs Amazon CloudWatch

Compared 5% of the time

Splunk Observability Cloud vs Amazon CloudWatch

Compared 2% of the time

More Amazon CloudWatch Competitors

Datadog vs AWS X-Ray

Compared 16% of the time

Sentry vs AWS X-Ray

Compared 15% of the time

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

Compared 8% of the time

Dynatrace vs AWS X-Ray

Compared 7% of the time

AppSignal vs AWS X-Ray

Compared 2% of the time

More AWS X-Ray Competitors

Product Reports

Buyer's Guide

Amazon CloudWatch

January 2026

Download Amazon CloudWatch product report

Buyer's Guide

AWS X-Ray

January 2026

Download AWS X-Ray product report

Overview

Amazon CloudWatch integrates seamlessly with AWS, providing real-time monitoring and alerting features. Its interface supports task automation, enhancing troubleshooting and analytics capabilities, while offering strong security and scalability at a cost-effective rate.

Amazon CloudWatch is an impactful platform for monitoring AWS resources and managing application performance. It simplifies infrastructure performance monitoring by providing comprehensive analytics capabilities, including application insights and event scheduling. Users appreciate CloudWatch for its detailed metrics, dashboards, and support in issuing alerts to detect anomalies. It efficiently tracks performance, optimizes resource utilization, and ensures service availability. CloudWatch is recognized for its robust alerting features and integration with other AWS services, further supporting its resource monitoring capabilities. However, there is room for improvement in dashboard customization, log streaming speed, and integration with non-AWS services. Enhancements in API integration, machine learning features, and support for third-party tools are also desired.

What features does Amazon CloudWatch offer?

Seamless Integration: Works effortlessly with AWS for cohesive service management.
Advanced Metrics: Provides detailed monitoring of CPU, memory, and more.
Real-time Monitoring: Offers up-to-the-minute alerts on infrastructure status.
Dashboards: User-friendly and informative for quick insights.
Automation: Supports task automation for efficient troubleshooting.

What benefits does Amazon CloudWatch provide?

Cost-effectiveness: Efficient resource monitoring without high costs.
Scalability: Easily adapts to growing infrastructure needs.
Security: Strong protocols for safe monitoring activities.
Improved Performance: Enhances application insights and operational efficiency.
Operational Insights: Provides comprehensive logging and performance analysis.

Industries implementing Amazon CloudWatch often focus on optimizing IT infrastructure. Companies in sectors like finance and e-commerce rely on its monitoring and alerting capabilities to ensure service uptime and performance. The platform's automation and analytics features empower teams to proactively manage performance and detect potential issues promptly.

Amazon Web Services (AWS)

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)

Sample Customers

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

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

Buyer's Guide

AWS X-Ray vs. Amazon CloudWatch

December 2025

Free Report: AWS X-Ray vs. Amazon CloudWatch

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