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CAST Highlight vs JFrog Xray comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 5, 2024

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

CAST Highlight
Ranking in Software Composition Analysis (SCA)
15th
Average Rating
7.8
Reviews Sentiment
7.1
Number of Reviews
7
Ranking in other categories
No ranking in other categories
JFrog Xray
Ranking in Software Composition Analysis (SCA)
5th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (37th), Container Security (14th), Software Supply Chain Security (1st)
 

Mindshare comparison

As of January 2026, in the Software Composition Analysis (SCA) category, the mindshare of CAST Highlight is 1.1%, up from 0.9% compared to the previous year. The mindshare of JFrog Xray is 8.3%, down from 9.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA) Market Share Distribution
ProductMarket Share (%)
JFrog Xray8.3%
CAST Highlight1.1%
Other90.6%
Software Composition Analysis (SCA)
 

Featured Reviews

Jayanti Rode - PeerSpot reviewer
Technical Associate Manager at Accenture
Identifies migration blockers and boosters while facing challenges with platform-specific roadblocks
The solution provides agnostic blockers for platforms as well as for containerization. Within that containerization, it offers generic blockers. However, my project might require it to provide Windows-specific blockers or Linux-specific blockers, as I often work with only one platform at a time. If I received categorization in containerization blockers, it would save time. Understanding only the OS-specific blockers means I would avoid resolving irrelevant issues, thus saving time. Initially, I receive a response from support, however, if there is involvement from R&D or other teams, it may take longer than expected. The support team is challenging when sharing source code. As this is a static code analysis tool, it sometimes requires source code for R&D. However, CAST clients may be restricted from sharing due to business logic and nondisclosure agreements. This creates a challenge, and I may have to share pseudo code or seek client approval, risking escalation.
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.

Quotes from Members

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

Pros

"It offers good performance."
"CAST Highlight is easy to use and has a good dashboard."
"CAST Highlight provides a clear overview of the role portfolio and allows users to assess the overall quality of the environment. Users can see where improvements are needed and follow up on trends of the application."
"The way it tells you which codebase is more ready for the cloud and which codebase is less ready is very valuable. It works seamlessly with most languages."
"The most valuable features of the CAST Highlight are the interface and there are three notations that are very simple to understand and communicate with."
"The most valuable features of CAST Highlight are automation and speed."
"In cloud migration, I use CAST highlight to identify blockers, which are the negative road patterns, and also the boosters, which are positive code patterns."
"The solution provides agnostic blockers for platforms as well as for containerization."
"JFrog Xray shows us a list of vulnerabilities that can impact our code."
"With JFrog, we can use this registry from any cloud or work locally as well, and it can support multiple packages such as NuGet, pip, and other technologies including Terraform, making credential management very easy."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"The solution is stable and reliable."
"I am utilizing the deep scanning capabilities in JFrog Xray product, and this feature is very handy because with other software, you don't know where the bad dependencies come from."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
 

Cons

"If I received categorization in containerization blockers, it would save time."
"Its price should be better. It is a pretty costly tool. They have two products: CAST Highlight and CAST AIP. I would expect CAST Highlight to have the Help dashboard and the Engineering dashboard. These dashboards are currently a part of CAST AIP, and if these are made available in CAST Highlight, customers won't have to use two different products all the time."
"There could be potential improvements or additional features added to CAST Highlight to make it better."
"CAST Highlight could improve to allow us to comment and do a deep analysis by ourselves."
"The ease of configuration and customization could be improved in CAST Highlight."
"There's a bit of a learning curve at the outset."
"The reports that describe the issues of concern are rather abstract and the issues should be more clearly described to the user."
"JFrog Xray does not have a dashboard."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"Lacks deeper reporting, the ability to compare things."
"JFrog Xray's documentation and error logging could be improved."
"The out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."
"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."
"Reporting is crucial, but it is lacking in the current tool. Every organization seeks specific data points rather than general information. Therefore, we require customized reports from the Xray tool."
 

Pricing and Cost Advice

"Basic support is included with the standard licensing feed but it can be upgraded for an additional cost."
"It is a pretty costly tool. A lot of customers are resistant to using it."
"CAST Highlight is an expensive solution. However, CAST Highlight is less expensive than the CAST AIP, but it remains too expensive and the professional services from CAST are also too expensive. The high price is part of the problem with the CAST solutions."
"CAST Highlight is an expensive solution."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Computer Software Company
11%
Government
7%
Insurance Company
6%
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 Business2
Midsize Enterprise1
Large Enterprise4
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
 

Questions from the Community

What is your experience regarding pricing and costs for CAST Highlight?
The pricing of CAST Highlight was not considered expensive or cheap, and no specific comment was made about the setup cost.
What needs improvement with CAST Highlight?
The solution provides agnostic blockers for platforms as well as for containerization. Within that containerization, it offers generic blockers. However, my project might require it to provide Wind...
What is your primary use case for CAST Highlight?
For CAST, I use it in cloud migration roadmap and in open source safety issues. These are my two main use cases.
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

No data available
JFrog Security Essentials
 

Overview

 

Sample Customers

Wells Fargo, Bank of NY Mellon, Northern Trust, Microsoft, Amazon, IBM, BMW, AT&T, US Army, US Air Force, US Navy, John Hancock, Marsh & McLennan, Ernst & Young, PwC, Volkswagen, Boston Consulting Group, London Stock Exchange, Telefonica, Saur France, Total Energies France, SNCF
google, amazon, cisco, netflix, oracle, vmware, facebook
Find out what your peers are saying about CAST Highlight vs. JFrog Xray and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.