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JFrog Xray vs Sweet Security 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:
 

Categories and Ranking

SentinelOne Singularity Clo...
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Ranking in Vulnerability Management
5th
Average Rating
8.8
Reviews Sentiment
7.9
Number of Reviews
115
Ranking in other categories
Cloud and Data Center Security (2nd), Container Security (3rd), Cloud Workload Protection Platforms (CWPP) (4th), Cloud Security Posture Management (CSPM) (3rd), Cloud-Native Application Protection Platforms (CNAPP) (3rd), Compliance Management (2nd)
JFrog Xray
Ranking in Vulnerability Management
36th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Container Security (16th), Software Composition Analysis (SCA) (6th), Software Supply Chain Security (2nd)
Sweet Security
Ranking in Vulnerability Management
34th
Average Rating
9.0
Reviews Sentiment
8.0
Number of Reviews
3
Ranking in other categories
Cloud Workload Protection Platforms (CWPP) (18th), Cloud Security Posture Management (CSPM) (21st), Cloud-Native Application Protection Platforms (CNAPP) (17th), Identity Threat Detection and Response (ITDR) (12th), Cloud Detection and Response (CDR) (6th)
 

Mindshare comparison

As of October 2025, in the Vulnerability Management category, the mindshare of SentinelOne Singularity Cloud Security is 2.3%, up from 1.0% compared to the previous year. The mindshare of JFrog Xray is 1.8%, up from 1.4% compared to the previous year. The mindshare of Sweet Security is 0.4%, up from 0.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vulnerability Management Market Share Distribution
ProductMarket Share (%)
SentinelOne Singularity Cloud Security2.3%
Sweet Security0.4%
JFrog Xray1.8%
Other95.5%
Vulnerability Management
 

Featured Reviews

Ritesh P. - PeerSpot reviewer
It's more scalable and flexible than our previous solution because we don't need to install any agents
The reporting works well, but sometimes the severity classifications are inaccurate. Sometimes, it flags an issue as high-impact, but it should be a lower severity. For example, it might highlight an exposed AWS encryption key, a critical compliance issue, but it isn't tagged as a high-risk problem. That only happens about 10 percent of the time. It shows a true positive 80-90 percent of the time.
Anand Nanwana - PeerSpot reviewer
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.
Reviewer302234 - PeerSpot reviewer
Real-time insights have reduced false positives and improved cross-team collaboration
I find the UX/UI to be comfortable. The insights that it brings us are related to the business logic of our company, which is important. If something is flagged as a critical alert, this indicates that it must be observed closely. We have used the real-time monitoring feature of Sweet Security, and this specific solution has given us real detection that helps us find what is actually important against what is not important. It saves us a lot of investigation time that isn't required anymore. It's a very good product, I'm happy we have it. We looked into the CPU consumption and it's the lowest against the benchmark. The time savings from Sweet Security have varied, but the impact has been significant. It has reduced the need for back-and-forth discussions between teams such as Security, DevOps, and R&D. It only flags the important and critical risks. It saves developers time from looking into fixes for false positives. We use the customizable dashboards in Sweet Security. These dashboards have helped in managing our security posture by presenting all the relevant information that the security team needs to see. The correlation between the information is very efficient. They made a lot of improvements to this over the last year. It's a lot better now than it was a year ago. The insights are good. The reporting is very good because we can customize it to what we actually want to see. The value of having real-time visibility in our cloud environment with Sweet Security changes everything because it differentiates between identifying and reacting to something that is not really a risk and something that is truly a risk that needs to be treated. Sweet Security has had a big impact on mitigating risks and aiding development.

Quotes from Members

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

Pros

"It's positively affected the communication between cloud security, application developers, and AppSec teams."
"With SentinelOne Singularity Cloud Security, I appreciate the monitoring features and the report with the compliance score."
"We've seen a reduction in resources devoted to vulnerability monitoring. Before SentinelOne Singularity Cloud Security we spent a lot of time monitoring and fixing these issues. SentinelOne Singularity Cloud Security enabled us to divert more resources to the production environment."
"The most valuable feature of the solution is its storyline, which helps trace an event back to its source, like an email or someone clicking on a link."
"Its performance impact on the systems is low, which means there is a minimal impact on system performance compared to traditional antivirus solutions."
"Cloud Security has provided a single view to observe all workloads, prioritization for handling cloud assets, and reduced noise by distinguishing false positives effectively."
"The GUI is one of the best features. Audit reports and documentation for alerts are also valuable."
"The most valuable aspects of SentinelOne Singularity Cloud Security are its alerting system and the remediation guidance it provides."
"JFrog Xray shows us a list of vulnerabilities that can impact our code."
"The solution is stable and reliable."
"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 most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"Good reporting functionalities."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"The value we see from having real-time visibility into our cloud environment is significant, as Sweet Security serves as our eyes and ears inside AWS, telling us what we are doing wrong so we can fix it."
"Before we had Sweet Security, upon any type of detection of activity, we needed to conduct lots of investigations in different platforms and logs until we could build the larger picture, but once we inserted Sweet Security, we are able to actually see each and every request being made from the application level towards the infrastructure, making it much easier and reducing the time for an analyst to understand what's really happening."
"The value of having real-time visibility in our cloud environment with Sweet Security changes everything because it differentiates between identifying and reacting to something that is not really a risk and something that is truly a risk that needs to be treated."
 

Cons

"Crafting customized policies can be tricky."
"There is no break-glass account feature. They should implement this as soon as possible because we can't implement SSO without a break-glass feature."
"Their search feature could be better."
"SentinelOne Singularity Cloud Security's current documentation could be improved to better assist customers during the cluster onboarding process."
"Scanning capabilities should be added for the dark web."
"A few YouTube videos could be helpful. There isn't a lot of information out there to look at."
"A beneficial improvement for SentinelOne Singularity Cloud Security would be integration with Jira, allowing for a more streamlined ticketing system."
"Cloud Native Security's reporting could be better. We are unable to see which images are impacted. Several thousand images have been deployed, so if we can see some application-specific information in the dashboard, we can directly send that report to the team that owns the application. We'd also like the option to download the report from the portal instead of waiting for the report to be sent to our email."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"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."
"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."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"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."
"The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly."
"JFrog Xray does not have a dashboard."
"The option to run specific playbooks through Sweet Security platform would help us a lot, but these must be fully customizable."
"There was something a year ago that caused a production issue in my company, but they fixed it within an hour."
"One area for improvement could be the alerts, as we have an issue with the alert time, the time it takes for the system to send the alert, but besides that, there is nothing special."
 

Pricing and Cost Advice

"PingSafe is fairly priced."
"The price depends on the extension of the solution that you want to buy. If you want to buy just EDR, the price is less. XDR is a little bit more expensive. There are going to be different add-ons for Singularity."
"PingSafe falls somewhere in the middle price range, neither particularly cheap nor expensive."
"PingSafe is priced reasonably for our workload."
"Its pricing is okay. It is in line with what other providers were providing. It is not cheap. It is not expensive."
"SentinelOne Singularity Cloud Security is on the costlier side."
"I am not involved in the pricing, but it is cost-effective."
"The pricing for PingSafe in India was more reasonable than other competitors."
Information not available
Information not available
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Top Industries

By visitors reading reviews
Computer Software Company
16%
Financial Services Firm
14%
Manufacturing Company
10%
Government
5%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
10%
Government
5%
Wellness & Fitness Company
17%
Healthcare Company
10%
Financial Services Firm
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business45
Midsize Enterprise20
Large Enterprise54
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
No data available
 

Questions from the Community

What do you like most about PingSafe?
The dashboard gives me an overview of all the things happening in the product, making it one of the tool's best featu...
What is your experience regarding pricing and costs for PingSafe?
I don't handle the price part, but it isn't more expensive than Palo Alto Prisma Cloud. It's not cheap, but it is wor...
What needs improvement with PingSafe?
There is scope for more application security posture management features. Additionally, the runtime protection needs ...
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 i...
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 l...
What is your experience regarding pricing and costs for Sweet Security?
I am not aware of the pricing details; that is a different department.
What needs improvement with Sweet Security?
There is room for improvement. We have a very close relationship with Sweet Security and have a weekly meeting where ...
What is your primary use case for Sweet Security?
We use Sweet Security primarily for vulnerability management on all of our cloud assets, mainly AWS, but we also use ...
 

Also Known As

PingSafe
JFrog Security Essentials
No data available
 

Overview

 

Sample Customers

Information Not Available
google, amazon, cisco, netflix, oracle, vmware, facebook
Information Not Available
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