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JFrog Xray vs Semgrep comparison

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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:
 

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
6.6
Users reported improved ROI with Semgrep due to time savings, better code quality, reduced labor, and early vulnerability detection.
This can be translated to being able to do the same amount of work with less technicians.
SecOps Engineer at a real estate/law firm with 501-1,000 employees
Tasks that previously took days are completed in significantly less time.
DevOps Engineer at Exponential Craft
I can say it saves us time related to coding and also saves money, making it a very reliable tool for our organization with great features.
Angular developer at Flourish software
 

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
6.4
Semgrep's comprehensive documentation and active community reduce the need for direct customer support, despite occasional communication issues.
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
When I created custom rules, I had some doubts, and the documentation was very helpful, simple, and easy to understand.
Senior Software Engineer 2 at Porch
Their documentation and community are very active, so most of the time when problems occur, I get a solution.
Security Researcher at a tech vendor with 10,001+ employees
Customer support and services for Semgrep are very reliable and good.
Angular developer at Flourish software
 

Scalability Issues

Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
Sentiment score
8.2
Semgrep efficiently manages small and large projects, integrating well in microservices, though some prefer other tools for enterprises.
According to my use case, it is highly scalable.
DevOps Engineer at Syvora
I was able to control it from 10 repositories or 10 services to thousands of repositories in a couple of minutes very simply.
Cloud & Application Security at Sixt SE
This is an open-source tool, so it absolutely does the job, but if you were to implement a tool such as this in an enterprise, this would probably not be scalable.
DevSecOps Security Engineer at a manufacturing company with 10,001+ employees
Semgrep makes it easy to integrate and grow within any environment without concern for crashes.
DevOps Engineer at Exponential Craft
 

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
7.8
Semgrep is stable but needs improvements in scan completion, integration, and resources, especially for AI-based and large repos.
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
If there is no master branch or default branch, the tool fails to identify it and will never scan it unless manually somebody looks into it and fixes the issue.
Cloud & Application Security at Sixt SE
Since I have been using it, I have not experienced any downtime.
Angular developer at Flourish software
Semgrep is stable, as far as my experience indicates.
Senior Software Engineer 2 at Porch
 

Room For Improvement

Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
Enhancing Semgrep with better AI, reduced false positives, clear guidance, integration, and business logic focus boosts user experience and utility.
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
The UI and additional dashboarding and other details would definitely make the tool more user-friendly and more of a candidate to be implemented in an enterprise.
DevSecOps Security Engineer at a manufacturing company with 10,001+ employees
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.
Cloud & Application Security at Sixt SE
More advanced dependency analysis features in the SCA part and deeper vulnerability databases would be beneficial.
SecOps Engineer at a real estate/law firm with 501-1,000 employees
 

Valuable Features

JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
Semgrep enhances code quality and security with multi-language integration, custom rules, IDE support, and AI-driven rapid scanning.
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
When you triage with AI, it gathers context around the finding and reduces the noise about 80 to 90 percent of the time, asking you to focus only on findings that really matter.
Cloud & Application Security at Sixt SE
The Software Composition Analysis is the most valuable feature in Semgrep.
DevSecOps Security Engineer at a manufacturing company with 10,001+ employees
The best feature of Semgrep is its ability to highlight high priority issues during scanning, making it critical for developers to address these vulnerabilities promptly.
DevOps Engineer at Exponential Craft
 

Categories and Ranking

JFrog Xray
Ranking in Software Composition Analysis (SCA)
7th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (48th), Container Security (18th), Software Supply Chain Security (3rd)
Semgrep
Ranking in Software Composition Analysis (SCA)
9th
Average Rating
7.8
Reviews Sentiment
7.3
Number of Reviews
8
Ranking in other categories
Static Application Security Testing (SAST) (10th), Supply Chain Management Software (4th), Static Code Analysis (5th)
 

Mindshare comparison

As of September 2026, in the Software Composition Analysis (SCA) category, the mindshare of JFrog Xray is 5.2%, down from 9.8% compared to the previous year. The mindshare of Semgrep is 3.4%, up from 3.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA) Mindshare Distribution
ProductMindshare (%)
JFrog Xray5.2%
Semgrep3.4%
Other91.4%
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.
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Top Industries

By visitors reading reviews
Financial Services Firm
25%
Manufacturing Company
11%
Computer Software Company
5%
University
5%
Financial Services Firm
14%
Manufacturing Company
11%
Comms Service Provider
9%
Outsourcing Company
8%
 

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 Business3
Midsize Enterprise2
Large Enterprise5
 

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?
Regarding improvements for Semgrep, I have noticed that it occasionally provides false positive results, although it does not happen consistently. That is the only major improvement I can think of,...
What is your primary use case for Semgrep?
Semgrep serves as an open-source static application security testing tool for my organization. We work under a microservices model with multiple repositories, around eight in total. Whenever we mak...
What advice do you have for others considering Semgrep?
Although not directly in the development process, Semgrep has saved substantial time in the review process. For instance, when a developer raises a pull request, Semgrep automatically reviews it be...
 

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: September 2026.
913,806 professionals have used our research since 2012.