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JFrog Xray vs Semgrep comparison

 

Comparison Buyer's Guide

Executive Summary

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

JFrog Xray
Ranking in Software Composition Analysis (SCA)
6th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (42nd), Container Security (14th), Software Supply Chain Security (3rd)
Semgrep
Ranking in Software Composition Analysis (SCA)
11th
Average Rating
7.4
Reviews Sentiment
7.1
Number of Reviews
3
Ranking in other categories
Static Application Security Testing (SAST) (18th), Supply Chain Management Software (3rd), Static Code Analysis (7th)
 

Mindshare comparison

As of May 2026, in the Software Composition Analysis (SCA) category, the mindshare of JFrog Xray is 5.9%, down from 10.0% compared to the previous year. The mindshare of Semgrep is 3.5%, up from 2.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA) Mindshare Distribution
ProductMindshare (%)
JFrog Xray5.9%
Semgrep3.5%
Other90.6%
Software Composition Analysis (SCA)
 

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.
Manjunath Maneppagol - PeerSpot reviewer
Cloud & Application Security at Sixt SE
Context-aware code analysis has reduced noise and now improves developer experience with actionable security findings
I have consistently observed that their scan time is an issue for mono repos. Sometimes with their AI-based scanning, when you triage that scan, the scan never completes or finishes(, which makes it difficult. Another consistent issue is that whenever you have a new repo to onboard to the platform, the tool ideally should detect the master branch by default. However, sometimes the tool fails to identify it and will never scan it unless manually somebody looks into it and fixes the issue. Although their support team is really good, this issue was present six or eight months ago during the POC and is still present now. If it is affecting multiple customers, it should be prioritized and fixed. I would say that their integration aspects could have been improved. I see a lot of different security solutions that provide flexibility to the security teams based on Jira project, team divisions, Slack, and all those can be very much easily customized. Semgrep needs to work on the enhancement of their notification capabilities. Currently, they are working on identifying business logic vulnerabilities or privilege escalation vulnerabilities by looking at the code, and they should continue to focus on and improve this effort. Regarding stability, whenever you have a mono-repo which is a very large repository, the scan never finishes or the scan never kicks in. At that time, you have to reach out to the support team and ask them to expand the resources in the back end to fix it. This is an issue I keep seeing often on that platform.

Quotes from Members

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

Pros

"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"JFrog Xray shows us a list of vulnerabilities that can impact our code."
"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."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"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."
"The solution is stable and reliable."
"Compared to other competitors in the market, the AI-backed capability is the biggest strength of Semgrep."
"The most valuable feature is the ability to write our custom rules."
"The best part of Semgrep is its ease of integration with CI/CD pipelines and how it is a developer-friendly tool."
 

Cons

"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"I think that the user interface should be expanded to provide customers with a better dashboard for reviewing their feedback regarding their images and the vulnerabilities that are associated with the images."
"JFrog Xray's documentation and error logging could be improved."
"I'd like to see deeper reporting, they're pretty basic and there are no categories for comparing things."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"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."
"I have consistently observed that their scan time is an issue; sometimes with their AI-based scanning, when you triage that scan, the scan never completes or finishes, which makes it difficult."
"However, as a tool it is really complex to maintain and to use, and it has a huge price tag."
"There should be more information on how to acquire the system, catering to beginners in application security, to make it more user-friendly."
report
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Top Industries

By visitors reading reviews
Financial Services Firm
25%
Manufacturing Company
11%
Computer Software Company
8%
Government
5%
Financial Services Firm
17%
Manufacturing Company
11%
Computer Software Company
8%
Comms Service Provider
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
No data available
 

Questions from the Community

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 is your experience regarding pricing and costs for JFrog Xray?
It is affordable because JFrog Xray provides a free trial of 14 days. We can explore all the features of JFrog in the free trial. The pricing is reasonable because we can manage all the images in a...
What needs improvement with Semgrep?
The coverage of Semgrep could be a bit better, as there are other tools that are more specialized in other areas of security. Semgrep as an SCA tool is adequate, but if you want to use some other p...
What is your primary use case for Semgrep?
I use Semgrep mainly for its software composition analysis capabilities to identify vulnerabilities in dependencies used in our applications. Every time a new feature is developed or a new version ...
What advice do you have for others considering Semgrep?
The first thing you need to do is to integrate Semgrep with your CI/CD pipelines and once they are running, invest time in reading documentation and getting yourself familiar with all of the produc...
 

Comparisons

 

Also Known As

JFrog Security Essentials
Semgrep Code, Semgrep Supply Chain, Semgrep AppSec Platform
 

Overview

 

Sample Customers

google, amazon, cisco, netflix, oracle, vmware, facebook
Policygenius, Tide, Lyft, Thinkific, FloQast, Vanta, and Fareportal
Find out what your peers are saying about JFrog Xray vs. Semgrep and other solutions. Updated: April 2026.
893,244 professionals have used our research since 2012.