AWS X-Ray vs Zabbix comparison

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AWS X-Ray

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Executive SummaryUpdated on Jul 24, 2024

Zabbix and AWS X-Ray are two monitoring tools in the infrastructure monitoring and application performance analysis category. Zabbix seems to have the upper hand in comprehensive infrastructure monitoring, while AWS X-Ray excels in cloud-native application tracing and analysis.

Features: Zabbix offers robust monitoring for network servers, virtually any type of IT infrastructure, and sophisticated alerting mechanisms. It supports extensive monitoring capabilities, providing versatility. AWS X-Ray focuses on distributed tracing of microservices, providing specific insights into cloud-based application performance and troubleshooting issues in cloud environments. Users prefer AWS X-Ray for its ability to analyze application performance in cloud settings.

Room for Improvement: Users of Zabbix suggest improvements in ease of use and integration with other tools, indicating a steep learning curve, and require better scalability and user interface enhancements. AWS X-Ray could benefit from better integration with third-party services, improved documentation, and enhancements in automated analysis features.

Ease of Deployment and Customer Service: Zabbix can be complex to deploy due to its extensive capabilities, often requiring skilled administrators. Users have noted satisfactory customer service. AWS X-Ray benefits from seamless integration with AWS services, simplifying deployment for existing AWS users, though it requires better customer service and easier onboarding processes.

Pricing and ROI: Zabbix is open-source, making it cost-effective for users, with a strong return on investment attributed to its comprehensive monitoring solutions. AWS X-Ray, being a paid service, has higher costs but is justified by its specialized tracing capabilities that optimize cloud application performance. Users feel Zabbix provides excellent value for money, whereas AWS X-Ray's pricing is seen as worthwhile for its features in cloud environments.

To learn more, read our detailed AWS X-Ray vs. Zabbix Report (Updated: August 2026).

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AWS X-Ray vs. Zabbix

August 2026

Helped 908,834 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

22nd

Average Rating

7.8

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Zabbix

Ranking in Application Performance Monitoring (APM) and Observability

8th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

109

Ranking in other categories

Network Monitoring Software (1st), Server Monitoring (1st), IT Infrastructure Monitoring (1st), Cloud Monitoring Software (2nd)

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.0%, down from 3.2% compared to the previous year. The mindshare of Zabbix is 2.3%, down from 3.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Mindshare Distribution
Product	Mindshare (%)
Zabbix	2.3%
AWS X-Ray	1.0%
Other	96.7%

Application Performance Monitoring (APM) and Observability

Featured Reviews

Allan Møller

Consult Manager at Conscia

Provides quick insights into service interactions and identifies bottlenecks effortlessly

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 should have known about, requiring us to redeploy some services in another SKU version to get it functioning. This is the only challenge, as AWS X-Ray is relatively new. It is important to consider that not all AWS services support it out of the box. My recommendation for AWS X-Ray would be broader support. We have been working in a relatively small area of AWS, using approximately six or seven services, so I have not explored all other available services. In general, the more services it supports, the better it would be. AWS X-Ray should be able to support more services for improved functionality.

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KamranBhatti

Network Engineer at a computer software company with 11-50 employees

Helps reduce response time but has room to improve customization complexity

We are not working on simple standalone solutions like Kaspersky DDoS Protection or Hybrid Cloud Security. Once you understand Zabbix, then it is easy to customize those web pages and graphs for our customer use. It is fully automated to your requirements. Zabbix is working fine with no issues, and I am satisfied with it. We have combined Zabbix and SolarWinds. The integration works fine, and it is easy to integrate Zabbix with the IT environment. We were trying to purchase MDR (Managed Detection and Response), but we are not working on that. I don't have real experience with MDR. We are using Falcon software for that. We are working with Falcon Complete, not with Sandbox. We are not using Kaspersky for business or cloud protection. For that, we are using Zabbix CrowdStrike Falcon Complete solution. I have given this review an overall rating of 8.

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's endpoints and user monitoring are considered the most valuable features."

"It is a very scalable solution."

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

"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."

More AWS X-Ray pros

"Zabbix allows us to monitor a lot of hardware equipment without any additional cost."

"The most valuable aspect is it's very robust; it has a lot of features and it also integrates with a lot of the Cisco hardware around it, such as Smartboards and video conferencing units, making it a really robust and complete solution."

"The solution's design has recently changed and it is visually pleasing with more color, for example, there is blue, black, and white."

"Before we didn't really have a centrally managed monitoring solution, so adding this product has been a blessing as we are able to actively monitor and react accordingly."

"We use Zabbix to monitor our organization's IT infrastructure and workstations. We don't use Microsoft Intune since it's expensive. The tool's real-time alerting system has proved crucial for us, particularly when a new device joins a network that is not one of our own devices. It notifies us about the presence of this new device, allowing us to investigate further. Additionally, it alerts us about disk usage, memory usage, and the software installed on the machine."

"If you are serious about your infrastructure then you have to know what is going on, and with Zabbix we know when servers are using too much CPU, memory, disk IO, etc., and besides getting notified when something goes wrong, we are also now aware of how well our infrastructure scales, something that can save us money and frustrations."

"Zabbix is fully open-source - no paid features/versions, so you get everything for free."

"The most valuable feature is service assurance."

More Zabbix pros

Cons

"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."

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

"The user interface is sometimes kind of confusing to understand. It's not very user-friendly."

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

"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."

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

More AWS X-Ray cons

"Implementation is always tailored to the customer and the kind of information we need from the client to carry it out can make them very uncomfortable. Sometimes the clients are not ready to share it."

"The low discovery functionality is still very young so this feature has a lot of room for improvement."

"In terms of user-friendliness, large maps could be more interactive. We should be able to click on some areas and move some objects. It would make it simpler to see things while analyzing some dedicated parameters."

"The user interface could be a bit better. They could update it a bit."

"The only issue we have had with Zabbix is when we decided to make an update or upgrade."

"The Java gateway for monitoring Java applications didn’t work for us."

"It could be more stable."

"When using this solution in enterprise monitoring, you are able to see that there are some issues with equipment that could be causing a problem. Sometimes you want to make a root command that you do not want to be executed automatically. What we have tried to do is open an SSH session directly from the solution's interface but it is not possible."

More Zabbix cons

Pricing and Cost Advice

"The solution is a bit expensive."

"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."

"It is worth every cent to pay or even study to do your own installation."

"There is a license required for this solution and we pay annually for our license."

"For pricing, it's free. We don't pay anything for it. They open-source the code, and people pay for support."

"This solution is open-source and free to use."

"We’re using the free version, which covers all our current needs."

"We were searching for an open source solution and Zabbix fit the bill because it is free and open source under the GPL license."

"It is a true open-source solution, so there are no licensing costs."

"The tool's licensing costs are yearly."

More Zabbix 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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Comparison Review

it_user174738

IT Developer at a tech services company with 51-200 employees

May 31, 2015

Nagios vs. Zabbix vs. PRTG vs. Spiceworks vs. Solarwinds Network Performance Monitor

I have researched a quite a few network monitoring tools which can be used for various monitoring purposes of not only the servers, but the intermediate routers as well. There are majorly three types of these softwares. Ones which are completely open-source, you can do almost anything you want…

Read full review

Top Industries

By visitors reading reviews

Financial Services Firm

13%

Computer Software Company

10%

Comms Service Provider

Manufacturing Company

Financial Services Firm

11%

Comms Service Provider

10%

Computer Software Company

10%

Manufacturing 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	56
Midsize Enterprise	23
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?

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 your experience regarding pricing and costs for Zabbix?

I think Zabbix is economical, whereas SolarWinds is expensive. SolarWinds has a lot of secure features, but Zabbix is providing everything free of cost. Zabbix is economical, and you can install it...

What needs improvement with Zabbix?

I am using only Area Operations, but I don't prefer it. I installed Zabbix for the 3000 devices. Area Operations is not good.

What is your primary use case for Zabbix?

I am still working with VMware and Area Operations, but I installed Zabbix now. I think Zabbix is better than VMware Area Operations. It's really good. I'm working with both Zabbix and VMware now.

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

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Product Reports

Download AWS X-Ray product report

AWS X-Ray

August 2026

Download Zabbix product report

July 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)

Zabbix is an open-source monitoring software that provides real-time monitoring and alerting for servers, networks, applications, and services.

It offers a wide range of features including data collection, visualization, and reporting.

With its user-friendly interface and customizable dashboards, Zabbix helps organizations ensure the availability and performance of their IT infrastructure.

Sample Customers

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

1. IBM 2. Dell 3. Cisco 4. HP 5. Oracle 6. Microsoft 7. Amazon 8. Google 9. Facebook 10. Twitter 11. LinkedIn 12. Netflix 13. Adobe 14. VMware 15. Salesforce 16. SAP 17. Intel 18. AT&T 19. Verizon 20. T-Mobile 21. Vodafone 22. Ericsson 23. Nokia 24. Siemens 25. General Electric 26. Honeywell 27. Philips 28. Sony 29. Samsung 30. LG 31. Panasonic 32. Toshiba