JFrog Xray vs Semgrep comparison

JFrog and Semgrep are both solutions in the Software Composition Analysis (SCA) category. JFrog is ranked #5 with an average rating of 7.0, while Semgrep is ranked #11 with an average rating of 8.0. JFrog holds a 8.3% mindshare in SCA, compared to Semgrep’s 3.4% mindshare. Additionally, 90% of JFrog users are willing to recommend the solution, compared to 100% of Semgrep users who would recommend it.

JFrog Xray

Read 10 JFrog Xray reviews

7,317 Views
3,366 Comparison Views

90% willing to recommend

Semgrep

Read 2 Semgrep reviews

2,842 Views
938 Comparison Views

100% willing to recommend

JFrog Xray

Semgrep

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between JFrog Xray and Semgrep based on real PeerSpot user reviews.

Find out in this report how the two Software Composition Analysis (SCA) solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed JFrog Xray vs. Semgrep Report (Updated: December 2025).

Buyer's Guide

JFrog Xray vs. Semgrep

December 2025

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Helped 879,443 peers since 2012

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)

5th

Average Rating

7.8

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Vulnerability Management (37th), Container Security (14th), Software Supply Chain Security (1st)

Semgrep

Ranking in Software Composition Analysis (SCA)

11th

Average Rating

8.0

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Static Application Security Testing (SAST) (18th), Supply Chain Management Software (3rd), Static Code Analysis (7th)

Mindshare comparison

As of January 2026, in the Software Composition Analysis (SCA) category, the mindshare of JFrog Xray is 8.3%, down from 9.5% compared to the previous year. The mindshare of Semgrep is 3.4%, up from 2.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Software Composition Analysis (SCA) Market Share Distribution
Product	Market Share (%)
JFrog Xray	8.3%
Semgrep	3.4%
Other	88.3%

Software Composition Analysis (SCA)

Featured Reviews

Anand Nanwana

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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Manjunath Maneppagol

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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Quotes from Members

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

Pros

"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."

"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."

"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."

"The solution is stable and reliable."

"Good reporting functionalities."

"JFrog Xray's reporting feature has a lot of options in it, including scanning."

"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."

More JFrog Xray pros

"The most valuable feature is the ability to write our custom rules."

"Compared to other competitors in the market, the AI-backed capability is the biggest strength of Semgrep."

Cons

"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."

"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."

"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."

"The speed of JFrog Xray should improve. Other solutions have better performance."

"Lacks deeper reporting, the ability to compare things."

"Since we have been using the solution via APIs, there are some limitations in the APIs."

"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."

More JFrog Xray cons

"There should be more information on how to acquire the system, catering to beginners in application security, to make it more user-friendly."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

25%

Manufacturing Company

12%

Computer Software Company

10%

Government

Financial Services Firm

16%

Manufacturing Company

12%

Computer Software Company

10%

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	1
Midsize Enterprise	3
Large Enterprise	6

No data available

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.

See all answers

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...

See all answers

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...

See all answers

What needs improvement with Semgrep?

See all answers

What is your primary use case for Semgrep?

I have been working with Semgrep for almost a year, approximately six to eight months on and off. In my current organization, I have a strong experience for SAST solution POCs, and I have conducted...

See all answers

What advice do you have for others considering Semgrep?

You should primarily focus on what your use case is and why you are moving out. If you are moving out just from the perspective of cost, I do not think Semgrep is the best solution for you. However...

See all answers

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Compared 5% of the time

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Compared 40% of the time

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Compared 6% of the time

Coverity Static vs Semgrep

Compared 5% of the time

Snyk vs Semgrep

Compared 5% of the time

Bearer vs Semgrep

Compared 3% of the time

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Product Reports

Buyer's Guide

JFrog Xray

December 2025

Download JFrog Xray product report

Buyer's Guide

Static Application Security Testing (SAST)

November 2025

Download Semgrep product report

Also Known As

JFrog Security Essentials

Semgrep Code, Semgrep Supply Chain, Semgrep AppSec Platform

Overview

JFrog is on a mission to enable continuous updates through Liquid Software, empowering developers to code high-quality applications that securely flow to end-users with zero downtime. The world’s top brands such as Amazon, Facebook, Google, Netflix, Uber, VMware, and Spotify are among the 4500 companies that already depend on JFrog to manage binaries for their mission-critical applications. JFrog is a privately-held, global company, and is a proud sponsor of the Cloud Native Computing Foundation [CNCF].

If you are a team player and you care and you play to WIN, we have just the job you're looking for.

As we say at JFrog: "Once You Leap Forward You Won't Go Back!"

JFrog

Semgrep is an advanced static analysis tool designed to identify vulnerabilities and enforce coding standards, catering primarily to professionals with a focus on enhancing code security and quality.

Engineered for software development environments, Semgrep delivers efficient security feedback with minimal setup. By offering a rich collection of rule sets, it allows customization and integration into CI/CD pipelines, supporting continuous code examination. Semgrep not only uncovers hidden flaws but also enforces best practices, making it a valuable asset for development teams seeking to build secure and reliable software.

What are the most important features of Semgrep?

Customizable Rules: Allows users to define specific rules to match unique coding requirements.
Open Rule Repository: Provides access to a vast array of pre-defined rules covering common security issues.
CI/CD Integration: Seamlessly integrates into development workflows, providing immediate feedback.
Multi-language Support: Detects issues across different programming languages, enhancing its usability.

What benefits or ROI should users consider?

Enhanced Security Posture: Elevates the security standards of codebases.
Time Efficiency: Reduces time spent on manual code reviews.
Adaptability: Easily adapts to evolving coding standards and practices.
Cost-effectiveness: Minimizes the need for external security audits.

In industry applications, Semgrep is a popular choice for sectors such as finance and healthcare, where code integrity and security are paramount. Its integration capabilities allow for effective oversight of compliance and secure coding standards without disrupting existing workflows. This adaptability ensures it meets sector-specific requirements, making it a trusted tool in fields where data privacy and protection are critical.

Semgrep

Sample Customers

google, amazon, cisco, netflix, oracle, vmware, facebook

Policygenius, Tide, Lyft, Thinkific, FloQast, Vanta, and Fareportal

Buyer's Guide

JFrog Xray vs. Semgrep

December 2025

Free Report: JFrog Xray vs. Semgrep

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