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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
4.0
Amazon EKS boosts ROI with improved efficiency, faster deployment, reduced downtime, and lower infrastructure costs by up to 40%.
Sentiment score
3.5
JFrog Xray improved efficiency, security, and compliance, reduced downtime, and sped up release cycles with enhanced vulnerability detection and reporting.
Initially, not having them resulted in an unoptimized solution. However, with these tools in place, we witnessed a reduction of costs by approximately a third—if it was $100 beforehand, we brought costs down to $25.
DevOps Consultant at US Contract | Freelancer
Tasks that used to take hours are now completed in minutes, resulting in a 10 to 15% freeing up of resources' time for cross-skilling or further contributions.
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
Developer productivity and onboarding have also improved, leading to 60 to 70% faster onboarding and faster time to market.
Site Reliability Engineer at Granicus Inc.
 

Customer Service

Sentiment score
6.3
Amazon EKS support is responsive and helpful, with varying quality, good documentation, and priority for higher-tier users.
Sentiment score
4.0
JFrog Xray's customer service is generally well-received, with positive technical support, though not all users engage directly.
We didn't need to manage etcd and those control management tools; it's totally handled from the AWS side, making it very beneficial.
Aws DevOps Engineer at Nova Techset Ltd
I believe there should be a recovery solution available for at least a few hours so that we might bring it back.
Platform DevOps Engineer at a consumer goods company with 201-500 employees
They will set up a call, guide us, or provide solutions regarding integration with AWS or Amazon EKS.
DevOps Engineer at a consultancy with 201-500 employees
When we need clarifications, we contact our account manager, and they arrange demos.
Development Senior at a financial services firm with 5,001-10,000 employees
On a scale of 1 to 10, I would rate the technical support of JFrog Xray an eight because they are very knowledgeable.
DevSecOps Engineer at a tech services company with 501-1,000 employees
 

Scalability Issues

Sentiment score
5.7
Amazon EKS is renowned for seamless auto-scaling and efficient node management, ensuring reliable performance during peak demands.
Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
The ability to scale based on requirements by deploying additional containers is a strong point for Kubernetes.
AWS Cloud Engineer at a tech services company
This allows us to scale our applications or APIs as needed, offering reliability through the automation of scaling processes.
DevOps Engineer | AWS and Terraform Specialist | Multicloud Experience at a agriculture with 11-50 employees
If any node is not ready, the cluster autoscaler ensures that it is removed from the AWS auto-scaling group and replaces it with a new node in the cluster.
Platform DevOps Engineer at a consumer goods company with 201-500 employees
According to my use case, it is highly scalable.
DevOps Engineer at Syvora
 

Stability Issues

Sentiment score
6.8
Amazon EKS is praised for reliability, stability, uptime, seamless upgrades, and self-healing, despite rare connectivity issues.
Sentiment score
7.6
JFrog Xray is praised for stability and security, compared favorably to competitors, with minor concerns about PostgreSQL support.
There are multiple availability zones in the regions, meaning no single point of failure.
Aws DevOps Engineer at Nova Techset Ltd
The control plane is quite stable in Amazon EKS, and I find it to be 100% available.
Platform DevOps Engineer at a consumer goods company with 201-500 employees
We haven't faced any challenges, and it consistently delivers on its committed SLA.
Technical Lead at Cognizant
I use JFrog Xray primarily for security purposes, and I find it reliable.
DevOps Engineer at Syvora
We did experience crashes, downtimes, and performance issues with JFrog Xray.
DevSecOps Engineer at a tech services company with 501-1,000 employees
 

Room For Improvement

Amazon EKS needs a more intuitive interface, streamlined setup, better integrations, robust documentation, and improvements in security, plugins, and costs.
Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
Simplifying these will enable more people, not just those with strong foundational knowledge, to work effectively with these services.
AWS Cloud Engineer at a tech services company
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.
Platform Software Engineer 4 at Nexthink
Adding logging would be a valuable improvement.
Senior SOC Developer at XVE Security
When we have given a very long tag, it doesn't work as expected and requires excessive scrolling.
DevOps Engineer at Syvora
somehow you need to adapt your GitLab pipeline and turn them into JFrog pipeline, and this is something they don't really advertise at first—you're obliged to use the JFrog CLI.
DevSecOps Engineer at a tech services company with 501-1,000 employees
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL.
Development Senior at a financial services firm with 5,001-10,000 employees
 

Setup Cost

Amazon EKS pricing is scalable and flexible, ideal for larger organizations, but may be costly for startups.
The EKS service itself is free, but you will incur costs for the VMs used as nodes in that cluster.
DevOps Engineer at a tech services company with 201-500 employees
If you want to monitor costs effectively, applying separate tools and acting accordingly in advance is essential.
DevOps Consultant at US Contract | Freelancer
I appreciate the overall pricing model of AWS, where you pay based on usage, which allows for a clear understanding of costs associated with services.
Senior DevOps Engineer at a tech services company with 10,001+ employees
JFrog Xray provides a free trial of 14 days.
DevOps Engineer at Syvora
The basic scanning capabilities come with Artifactory, however, curation requires additional licenses.
Development Senior at a financial services firm with 5,001-10,000 employees
 

Valuable Features

Amazon EKS simplifies Kubernetes management with seamless AWS integration, enhancing security, scalability, and operational efficiency while reducing infrastructure burdens.
JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
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.
cloud architect at selfstarter
The main benefits that I received from using Amazon EKS are that it is a managed cluster and offers simplicity.
System Engineer - EMEA at a comms service provider with 10,001+ employees
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.
Platform Software Engineer 4 at Nexthink
The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features.
Development Senior at a financial services firm with 5,001-10,000 employees
The policy-driven approach of JFrog Xray helped me maintain security standards by integrating it in the development pipeline.
DevSecOps Engineer at a tech services company with 501-1,000 employees
With other registries such as ECR, we can use the images only in the AWS cloud. With JFrog, we can use this registry from any cloud or work locally as well.
DevOps Engineer at Syvora
 

Categories and Ranking

Amazon EKS
Ranking in Container Security
11th
Average Rating
8.4
Reviews Sentiment
6.2
Number of Reviews
98
Ranking in other categories
Container Management (2nd)
JFrog Xray
Ranking in Container Security
14th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (37th), Software Composition Analysis (SCA) (5th), Software Supply Chain Security (1st)
 

Mindshare comparison

As of January 2026, in the Container Security category, the mindshare of Amazon EKS is 0.3%, up from 0.1% compared to the previous year. The mindshare of JFrog Xray is 3.8%, up from 3.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Container Security Market Share Distribution
ProductMarket Share (%)
Amazon EKS0.3%
JFrog Xray3.8%
Other95.9%
Container Security
 

Featured Reviews

Mahesh Dash - PeerSpot reviewer
DevOps Consultant at US Contract | Freelancer
Has enabled seamless infrastructure configuration while improving identity integration and monitoring capabilities
It has been since 2019 that I started using Amazon EKS. At that time, it was completely new, and many people were not using it just yet; it started from version 1.21, and right now we are on 1.33. Recently, 1.34 has been launched, but it's not yet available in the service catalog; we can see only 1.33. A lot of improvements have been made. We had numerous add-ons to install manually because Kubernetes is a completely different service than AWS cloud provider, and everyone has opted to use it. After opting, there is an identity that you have to maintain—one at Kubernetes level and one at the AWS provider level. You have to maintain one identity at IAM level and one within the cluster, Amazon EKS. A few things do not make sense within the add-ons, many of the secret providers that read the secret from Secrets Manager and then mount it as a volume. We use a service called EBS CSI driver, which reads the secrets or sensitive data from Secrets Manager and then mounts it as a volume to the pod at runtime. However, that doesn't have a dynamic feature where, if any changes happen in the secrets, it can read and populate in the environment. Sometimes consider your RDS password or OpenSearch password rotates. Amazon EKS doesn't have that feature to read the dynamic one and consider that the password has changed overnight; there is no functionality from the provider to see the changes and then restart the pod or fetch the new value. This often leads to downtime of 12 or even 6 hours, depending on when you realize it, so that needs improvement. Nonetheless, mostly on the add-on side, they have developed a lot; earlier we were installing them manually, but now with EKS auto mode, many things VPC CLI and pod identity service—around four plugins—are installed by default, which is a good thing. However, I believe there should be some solution that is self-contained, covering generic use cases. With the 1.33 release, they have addressed most of my earlier concerns, but I am still looking for some improvements, particularly in CloudWatch monitoring. In IT, we manage two aspects: either the system or the application. Currently, the application logs and monitoring are not very robust in CloudWatch; you can only find things if you are familiar with them. Fortunately, we are familiar, as most of the monitoring involves two types of databases: one is a time series for monitoring data, and the other is an indexing solution for a streaming service. This means we need to get the logs from each node, index them, and populate them on a screen. That part remains a separate service, but if they managed it within Amazon EKS service, where the monitoring is consolidated in one place, you wouldn't need to rely on Prometheus, Grafana, or different services. It would be advantageous to have a consolidated platform for EKS, as Kubernetes is leveraged; monitoring and logging should also be integrated simply by enabling parameters or tags. This would create a self-contained platform where people can onboard and start using it. Currently, I still need to enable logging and monitoring among other things myself; that shouldn't be the case after six or seven years in the market. On a scale from 1 to 10, I would rate Amazon EKS tech support an eight. Some individuals have a deep understanding of the services and can identify potential bottlenecks, especially with load balancer endpoints and certificate management. The shift from NGINX to AWS load balancers has diminished many previous issues. However, not every support engineer meets the same level of expertise, hence why I rate it a solid eight, which I consider decent.
Anand Nanwana - PeerSpot reviewer
DevOps Engineer at Syvora
Offers flexibility across clouds and easy credential management while interface improvements are needed
For JFrog Xray, the Artifactory and package repositories are valuable features. There are many benefits from JFrog Xray. For example, with other registries such as ECR, we can use the images only in the AWS cloud. With JFrog, we can use this registry from any cloud or work locally as well. JFrog can support multiple packages, such as NuGet package, pip, and other technologies. It can be used for Terraform as well. The credential management is very easy in JFrog. For instance, when using GitHub action as a CI/CD tool, I just need to create a token and set up JFrog CLI there and give access to the repository. With multiple repositories, I can generate a token for a specific repository, add that token in the GitHub secret, fetch from the CI/CD, run the command JFrog CLI, and authenticate through the token. Then we can push the images into JFrog.
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Computer Software Company
11%
Government
7%
Manufacturing Company
7%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
9%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise23
Large Enterprise46
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
 

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?
I appreciate the overall pricing model of AWS, where you pay based on usage, which allows for a clear understanding of costs associated with services. The setup cost is reduced significantly since ...
What needs improvement with Amazon EKS?
I think sometimes the documentation is not so clear and not so fast to provide more in-depth instruction and examples of bigger and critical implementations, so some difficulties for us sometimes t...
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?
I would assess the integration of JFrog Xray with CI/CD tools as the weak point. You have two means to do that: one is using the API, or the other is using the command line from JFrog. That part is...
What is your primary use case for JFrog Xray?
For JFrog Xray product, you can use it for two main goals: compliance and security. You can use it to check if your licenses are compliant, and you can check if your dependencies you want to use ar...
 

Comparisons

 

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: December 2025.
881,114 professionals have used our research since 2012.