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JFrog Xray vs TrendAI Vision One – Cloud Security comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 26, 2026

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
3.5
JFrog Xray improved efficiency, security, and compliance, reduced downtime, and sped up release cycles with enhanced vulnerability detection and reporting.
Sentiment score
7.3
TrendAI Vision One enhances security by integrating smoothly, reducing costs, preventing breaches, and ensuring reliable performance across infrastructures.
The product has proven to be reliable and compatible with our network infrastructure.
Senior Manager at Gsfc Ltd
 

Customer Service

Sentiment score
4.0
JFrog Xray's customer service is generally well-received, with positive technical support, though not all users engage directly.
Sentiment score
6.8
TrendAI Vision One's 24/7 technical support is praised for attentive service, despite some communication challenges and upgrade requirements.
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
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
 

Scalability Issues

Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
Sentiment score
7.9
TrendAI Vision One – Cloud Security offers seamless scalability and integration, making it ideal for diverse organizational needs.
 

Stability Issues

Sentiment score
7.6
JFrog Xray is praised for stability and security, compared favorably to competitors, with minor concerns about PostgreSQL support.
Sentiment score
8.2
Trend Vision One - Cloud Security is highly rated for stability, reliability, minimal downtime, and consistent performance in cloud environments.
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

Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
TrendAI Vision One needs automation, cloud focus, user-friendly setup, improved security, and simplified pricing while enhancing features and integrations.
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
When we have given a very long tag, it doesn't work as expected and requires excessive scrolling.
DevOps Engineer at Syvora
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
An integrated appliance from Trend Micro would streamline the process, providing customers with a pre-configured solution and removing dependencies on external hardware.
Senior Manager at Gsfc Ltd
We would like to see the reports being more granular and actionable in Trend Vision One - Cloud Security; for example, if there is a particular dashboard view that an analyst is viewing, we would like the ability to export that data into a report or send it via email, as those kinds of automations are currently missing.
Platform Engineer Ii at a outsourcing company with 5,001-10,000 employees
 

Setup Cost

TrendAI Vision One offers flexible, moderately priced cloud security with a 30-day trial, though some find pricing slightly complex.
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
The pricing for Trend Vision One - Cloud Security is very straightforward; we are using credits for calculating the solution that is required, and in terms of setup cost and licensing, it is very flexible.
Platform Engineer Ii at a outsourcing company with 5,001-10,000 employees
The Trend Vision One pricing is reasonable.
Senior Manager at Gsfc Ltd
 

Valuable Features

JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
TrendAI Vision One - Cloud Security offers robust real-time protection and seamless cloud integration, enhancing visibility without affecting performance.
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
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
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
The number of cloud operations required earlier in terms of threat detection and response, and the time taken to detect a particular threat and take a response action, has considerably improved after onboarding Trend Micro.
Platform Engineer Ii at a outsourcing company with 5,001-10,000 employees
 

Categories and Ranking

JFrog Xray
Ranking in Vulnerability Management
39th
Ranking in Container Security
14th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Software Composition Analysis (SCA) (5th), Software Supply Chain Security (1st)
TrendAI Vision One – Cloud ...
Ranking in Vulnerability Management
26th
Ranking in Container Security
21st
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
23
Ranking in other categories
Cloud Workload Protection Platforms (CWPP) (10th), Hybrid Cloud Computing Platforms (9th), Extended Detection and Response (XDR) (19th), Cloud Security Posture Management (CSPM) (16th), Cloud-Native Application Protection Platforms (CNAPP) (12th), Attack Surface Management (ASM) (14th), Cloud Infrastructure Entitlement Management (CIEM) (4th), Cloud Detection and Response (CDR) (4th), AI Security (8th)
 

Mindshare comparison

As of February 2026, in the Vulnerability Management category, the mindshare of JFrog Xray is 1.4%, down from 1.5% compared to the previous year. The mindshare of TrendAI Vision One – Cloud Security is 1.2%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Market Share Distribution
ProductMarket Share (%)
Trend Vision One - Cloud Security1.2%
JFrog Xray1.4%
Other97.4%
Vulnerability Management
 

Featured Reviews

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.
reviewer2793894 - PeerSpot reviewer
Platform Engineer Ii at a outsourcing company with 5,001-10,000 employees
Centralized cloud view has improved threat response and simplified compliance reporting
We are using Trend Vision One - Cloud Security for getting complete visibility of all the assets that exist within our cloud, and it helps us identify any sort of misconfigurations or fine-tuning that can be done to better our compliance. Trend Vision One - Cloud Security helps in onboarding all the cloud solutions or cloud providers that we have within our organization into a single dashboard, thereby providing greater visibility of all the assets. Earlier we used to have multiple dashboards to manage the same solution or capability, but with Trend Micro, we are able to get everything in a single pane of glass, benefiting our operations significantly. We are using the playbooks built into Trend Vision One - Cloud Security, which help us take a lot of response actions and bring automation capabilities into play. Trend Vision One - Cloud Security has positively impacted our organization by providing a single pane of glass visibility across all the cloud solutions that we have and reducing the number of threats we used to see earlier in the cloud. We are seeing that the number of cloud operations required earlier in terms of threat detection and response, and the time taken to detect a particular threat and take a response action, has considerably improved after onboarding Trend Micro.
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Top Industries

By visitors reading reviews
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
9%
Government
5%
Computer Software Company
9%
Manufacturing Company
9%
Performing Arts
7%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise6
Large Enterprise9
 

Questions from the Community

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...
What do you like most about Trend Micro Cloud One Container Security?
Vision One is versatile and can be integrated with many SIEMs. You're not limited to only one SIEM, such as Microsoft Sentinel. The API integrations are seamless, and we have all the documentation ...
What is your experience regarding pricing and costs for Trend Micro Cloud One Container Security?
The pricing for Trend Vision One - Cloud Security is very straightforward; we are using credits for calculating the solution that is required, and in terms of setup cost and licensing, it is very f...
What needs improvement with Trend Micro Cloud One Container Security?
I would like to see more third-party integrations being added into Trend Vision One - Cloud Security, as it currently has a good amount of integrations but does not allow ingestion from many third-...
 

Also Known As

JFrog Security Essentials
Trend Micro Cloud One , Cloud One Workload Security, Trend Micro Cloud One Container Security, Trend Micro Cloud One Application Security, Cloud One File Storage Security, Cloud One Network Security, Cloud One Conformity
 

Overview

 

Sample Customers

google, amazon, cisco, netflix, oracle, vmware, facebook
Information Not Available
Find out what your peers are saying about JFrog Xray vs. TrendAI Vision One – Cloud Security and other solutions. Updated: January 2026.
882,886 professionals have used our research since 2012.