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Amazon EKS vs JFrog Xray comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 16, 2024

Review summaries and opinions

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

ROI

Sentiment score
4.5
Amazon EKS provides cost-effective, scalable cloud services with easy management, despite concerns about OpEx and vendor lock-in.
Sentiment score
5.9
JFrog Xray improved efficiency, security, and compliance, reduced downtime, and sped up release cycles with enhanced vulnerability detection and reporting.
We have cost explorer available, and a bill forecast based on usage allows us to determine whether resources are underutilized or overutilized.
It's a fast deployment, with very good documentation, and it's really helpful.
I can recommend using it to save costs and for faster deployment, better performance, security, and easy clustering.
 

Customer Service

Sentiment score
6.6
Amazon EKS support is generally praised for responsiveness and expertise, though some users experience occasional delays and challenges.
Sentiment score
3.8
JFrog Xray's customer service receives mixed reviews, with varying satisfaction in support response times and account manager interactions.
We have a paid subscription that provides priority support.
Amazon's technical support is quite good, especially for those who purchase support services.
Having to know what questions to ask is essential.
When we need clarifications, we contact our account manager, and they arrange demos.
 

Scalability Issues

Sentiment score
6.0
Amazon EKS excels in scalability and integration, offering efficient cluster management with high reliability and operational efficiency.
Sentiment score
7.4
JFrog Xray is viewed as scalable, accommodating growth plans, despite some PostgreSQL constraints, and rates scalability 7-8/10.
The ability to scale based on requirements by deploying additional containers is a strong point for Kubernetes.
This allows us to scale our applications or APIs as needed, offering reliability through the automation of scaling processes.
It can scale very well according to needs, and it doesn't have any issues with scalability.
 

Stability Issues

Sentiment score
6.7
Amazon EKS is highly stable, with improved performance and minor issues typically attributed to external factors.
Sentiment score
7.7
JFrog Xray is praised for stability and performance, though its provided PostgreSQL is considered unstable, needing enterprise support.
Amazon EKS is very stable, and when properly configured, I rate it ten out of ten.
Amazon EKS is stable.
 

Room For Improvement

Amazon EKS struggles with stability, UI, and costs, needing improved third-party support, security, networking, and documentation enhancements.
JFrog Xray needs improvements in documentation, UI, reporting, performance, vulnerability management, integration, APIs, and troubleshooting support.
Simplifying these will enable more people, not just those with strong foundational knowledge, to work effectively with these services.
Amazon EKS can be improved by having the maintenance of Kubernetes versions managed better, as everything is handled by the Kubernetes team and possibly a separate team at AWS.
Adding logging would be a valuable improvement.
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL.
 

Setup Cost

Amazon EKS offers flexible pricing, appealing to enterprises but potentially expensive for startups and smaller businesses.
The pricing structure is beneficial for large companies who pay for what they use, but it is not affordable for startups.
Now, it stands at six or seven due to optimizing our workload.
As Amazon is a pay-per-use service, our usage levels are high, so I would desire if Amazon could provide certain discounts or credits for customers who utilize a lot of resources.
The basic scanning capabilities come with Artifactory, however, curation requires additional licenses.
 

Valuable Features

Amazon EKS provides scalable, managed Kubernetes clusters with seamless AWS integration, enhancing deployment, security, and microservices management.
JFrog Xray efficiently blocks vulnerabilities with policy watches, integrates with Artifactory, and excels in scanning and license compliance.
The most beneficial aspect of Amazon EKS is that it helps manage the Kubernetes master node, so I don't need to maintain the master node, including tasks like upgrading.
The main benefits that I received from using Amazon EKS are that it is a managed cluster and offers simplicity.
By default, if you just install Amazon EKS, you can deploy your application, but to have it enterprise-ready, you have to configure a number of other things that will boost productivity.
The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features.
 

Categories and Ranking

Amazon EKS
Ranking in Container Security
18th
Average Rating
8.4
Reviews Sentiment
6.5
Number of Reviews
61
Ranking in other categories
Container Management (2nd)
JFrog Xray
Ranking in Container Security
19th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
8
Ranking in other categories
Vulnerability Management (32nd), Software Composition Analysis (SCA) (6th), Software Supply Chain Security (2nd)
 

Mindshare comparison

As of August 2025, in the Container Security category, the mindshare of Amazon EKS is 0.2%, up from 0.0% compared to the previous year. The mindshare of JFrog Xray is 3.8%, up from 2.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Security
 

Featured Reviews

Rock Wang - PeerSpot reviewer
Managing complex environments effortlessly while focusing on growth
The most beneficial aspect of Amazon EKS is that it helps manage the Kubernetes master node, so I don't need to maintain the master node, including tasks like upgrading. This allows me to focus on business code. If using services like Fargate, I only need to maintain my workload, simply uploading code that will be deployed to the Kubernetes cluster. This is especially beneficial for startup companies that lack the technical resources to manage the Kubernetes cluster. Furthermore, Amazon EKS allows me to utilize Kubernetes cluster-level expansion. If there’s insufficient resource on a machine, the cluster can automatically expand to add new nodes.
Mokshi Pandita - PeerSpot reviewer
An intelligent solution that prioritizes which vulnerability to target first in your project
We could create any number of repositories, but we can create only thirty projects with JFrog Xray. If I want things to work, it has to be one project and multiple repositories that belong to different real projects. So I have a limitation of thirty projects, despite being a premium customer. JFrog Xray does not have a dashboard. Although I am able to generate reports, there is no proper dashboard where I can see the total number of vulnerabilities, the total number of license issues, and how many vulnerabilities are fixed. Second, I found the shift left approach missing with JFrog Xray. JFrog Xray has integration with IDEs, but it does not tell you about the vulnerabilities until the artifact is created. However, Snyk could directly integrate with your repository and would not allow you to build unless you fix the problem.
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Computer Software Company
11%
Insurance Company
7%
Manufacturing Company
7%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
11%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Amazon EKS?
The product's most valuable features are scalability, observability, and performance.
What is your experience regarding pricing and costs for Amazon EKS?
My experience with pricing for Amazon EKS is limited as there's a separate team for that, and I do not have much knowledge of specifics. However, the pricing is based on the instance type we use in...
What needs improvement with Amazon EKS?
Regarding the flexibility part, if I want to use something such as Kong/Linkerd service mesh or other solutions, most of the CSPs bind you to their own solutions rather than allow other options to ...
What do you like most about JFrog Xray?
JFrog Xray shows us a list of vulnerabilities that can impact our code.
What needs improvement with JFrog Xray?
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL. More support during troubleshooting sessions would also be beneficial.
What is your primary use case for JFrog Xray?
Our primary use case for X-ray includes multiple activities such as security and vulnerability scanning. We already use Black Duck for these purposes, and we are evaluating how JFrog Xray can offer...
 

Also Known As

Amazon Elastic Kubernetes Service
JFrog Security Essentials
 

Overview

 

Sample Customers

GoDaddy, Pearson, FICO, Intuit, Verizon, Honeywell, Logicworks, RetailMeNot, LogMeIn, Conde Nast, mercari, Trainline, Axway
google, amazon, cisco, netflix, oracle, vmware, facebook
Find out what your peers are saying about Amazon EKS vs. JFrog Xray and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.