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: June 2026).

AWS X-Ray vs. Zabbix

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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

20th

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 July 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS X-Ray is 1.1%, down from 3.2% compared to the previous year. The mindshare of Zabbix is 2.2%, 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	2.2%
AWS X-Ray	1.1%
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.

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Quotes from Members

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

Pros

"AWS X-Ray shows us exactly when there are delays, helping us understand the depth of issues and what is happening point-to-point."

"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 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."

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

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

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

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

"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."

More AWS X-Ray pros

"It's a flexible solution."

"By using the solution, we moved from a reactionary approach to a proactive evaluation of our equipment/systems."

"SNMP monitoring, source discovery, and alert triggering are most valuable."

"I have found that the reporting feature in Zabbix is most valuable. Additionally, the solution has given us bandwidth options, we are able to see where problems are. For example, we noticed a problem that occurred because of a bad interface going in the wireless VLAN."

"If you’re into the Open Source and freedom principles, don’t mind getting your hands dirty, and have the technical skills, Zabbix is a good choice."

"The most valuable feature is that it provides network segregation for server monitoring."

"Implementing Zabbix is very easy; the implementation is easy, and I'm monitoring all devices while creating new templates and changing thresholds, and I think Zabbix is the best."

"What we find the most valuable about Zabbix is that it is open source and there are no licensing costs."

More Zabbix pros

Cons

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

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

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

"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."

"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."

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

"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."

More AWS X-Ray cons

"Outside of the normal standard monitoring, I would like to extend patching, importing patching, and supporting patching for Windows Servers."

"The solution needs to add remote features."

"I would like to see a more flexible mobile client, and better HA out of the box."

"I think the reporting part of Zabbix can be improved in terms of more user-friendly graphics to display the collected data. Many simple users who don't know how to use Zabbix properly might get confused by the reporting, although at the same time it is very versatile for my company."

"In the area of the solution where you write the command, it is not very user-friendly and could be improved."

"They should open an SSH session from the web interface."

"Zabbix does not draw automatic mapping of the network, this is something they should add in the future. There is a lot of effort that is involved in tailoring some of the settings which could be made easier."

"My company wanted to do an exercise command to access IT from Cameroon. They wanted to access an FSS to a second host with second equipment that was on another coast but it is not possible on Zabbix to do it. They want to directly access from the front-end of Zabbix to access a prompt in Zabbix to an access terminal. In the front-end, there is no way to do that. That would be an important improvement."

More Zabbix cons

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."

"The solution is free. However, many open-sourced tools start out free but eventually start charging."

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

"Zabbix is a free solution but the support contact costs money."

"Its licensing is fair. It seems to be much cheaper than others."

"It is reasonable."

"We use the open-source version of Zabbix."

"It is free, which allows us to reduce costs."

"This solution is completely open-source, so it is quite affordable."

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

14%

Computer Software Company

10%

Comms Service Provider

Manufacturing Company

Financial Services Firm

11%

Computer Software Company

10%

Comms Service Provider

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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Compared 2% of the time

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Compared 2% of the time

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Product Reports

AWS X-Ray

Download AWS X-Ray product report

Download Zabbix 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)

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

AWS X-Ray vs. Zabbix