Checkmarx One vs Query.ai comparison

Checkmarx and Query are both solutions in the AI Security category. Checkmarx is ranked #1 with an average rating of 8.1, while Query is ranked #119 with an average rating of 8.0. Checkmarx holds a 2.0% mindshare in AAS, compared to Query’s 0.4% mindshare. Additionally, 88% of Checkmarx users are willing to recommend the solution, compared to 100% of Query users who would recommend it.

Checkmarx One

Read 81 Checkmarx One reviews

22,245 Views
1,335 Comparison Views

88% willing to recommend

Query.ai

Read 3 Query.ai reviews

726 Views
211 Comparison Views

100% willing to recommend

Checkmarx One

Query.ai

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Checkmarx One and Query.ai based on real PeerSpot user reviews.

Find out in this report how the two AI Security solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Checkmarx One vs. Query.ai Report (Updated: April 2026).

Buyer's Guide

Checkmarx One vs. Query.ai

April 2026

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Helped 894,738 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

Checkmarx One

Ranking in AI Security

1st

Average Rating

7.8

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Application Security Tools (2nd), Static Application Security Testing (SAST) (2nd), Vulnerability Management (16th), Container Security (15th), Static Code Analysis (2nd), API Security (4th), Dynamic Application Security Testing (DAST) (2nd), DevSecOps (2nd), Risk-Based Vulnerability Management (10th), Application Security Posture Management (ASPM) (3rd)

Query.ai

Ranking in AI Security

119th

Average Rating

8.0

Reviews Sentiment

4.3

Number of Reviews

Ranking in other categories

Security Analytics (6th), AI Data Analysis (23rd)

Mindshare comparison

As of May 2026, in the AI Security category, the mindshare of Checkmarx One is 2.0%, down from 14.3% compared to the previous year. The mindshare of Query.ai is 0.4%. It is calculated based on PeerSpot user engagement data.

AI Security Mindshare Distribution
Product	Mindshare (%)
Checkmarx One	2.0%
Query.ai	0.4%
Other	97.6%

AI Security

Featured Reviews

Shahzad Shahzad

Senior Solution Architect | L3+ Systems & Cloud Engineer | SRE Specialist at Canada Cloud Solution

Enable secure development workflows while identifying opportunities for faster scans and improved AI guidance

Checkmarx One is a very strong platform, but there are several areas where it can improve to support modern DevSecOps workflows even better. For example, better real-time developer guidance is needed. The IDE plugin should offer richer AI-powered auto-fixes similar to SNYK Code or GitHub Copilot Security, as current guidance is good but not deeply contextual for large-scale enterprise codebases. This matters because it reduces developer friction and accelerates shift-left adoption. More transparency control over the correlation engines is another need. The correlation engine is powerful but not fully transparent. Users want to understand why vulnerabilities were correlated or de-prioritized, which helps AppSec teams trust the prioritization logic. Faster SAST scan and more language coverage is needed since SAST scan can still be slow for very large mono-repos and there is limited deep support for new language frameworks like Rust and Go, along with advanced coverage for serverless-specific frameworks. This matters because large organizations want sub-minute scans in CI/CD as cloud-native ecosystems evolve fast. A strong API security module is another area for enhancement. API security scanning could be improved with active testing, API discovery, full Swagger, OpenAPI, drift detection, and schema-based fuzzing. This is important as API attacks are one of the biggest AppSec risks in 2025. Checkmarx One is strong, but I see a few areas for improvement including faster SAST scanning for large mono-repos, deeper language framework support, more transparent correlation logic, and stronger API security that includes discovery and runtime context. The IDE plugin could offer more AI-assisted fixes, and the SBOM lifecycle tracking can evolve further. Enhancing integration with SIEM and SOAR would also make enterprise adoption smoother, and these improvements would help developers and AppSec teams move faster with more accuracy.

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reviewer2834415

DevSecOps engineer at a financial services firm with 10,001+ employees

Query automation has reduced investigation time and frees our team to focus on complex DevOps tasks

The best features Query.ai offers make anything with queries much easier, and it ensures that it is very optimistically correct with whatever it is doing. It also delivers access throughout real-time and historical data, making it really quick and fast to act upon. The real-time and historical data access from Query.ai helps me in my work by allowing me to go through queries quicker, so even if there are errors anywhere, detection happens pretty fast. Because it is on automation and the investigation is done really quickly, it saves a lot of my time. Query.ai has positively impacted my organization by being very appreciative for what it has done and how there is lesser work task on ourselves, and we could be focusing on more things because as DevOps, we have a lot of work. The reduction in workload due to Query.ai has made things easier, especially every time we need to investigate why an SQL query is not loading or if it is duplicating. It is especially effective during access management to either provision or de-provision access for users.

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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

"The setup is fairly easy. We didn't struggle with the process at all."

"Checkmarx One has definitely helped us to save time and reduce the need for additional security resources, meaning employees."

"The most valuable feature is that it actually identifies the different criteria you can set to meet whatever standards you're trying to get your system accredited for."

"Providing the scanning ability that shows the errors at the source code level is critical to have effective development of any critical application."

"The product's most valuable feature is static code and supply chain effect analysis. It provides a lot of visibility."

"The most valuable features are the easy to understand interface, and it 's very user-friendly."

"We have used this product to verify the dev department's code in order to minimize security holes."

"The license is fairly costly but worth the investment."

More Checkmarx One pros

"Query.ai has positively impacted my organization by being very appreciative for what it has done and how there is lesser work task on ourselves, and we could be focusing on more things because as DevOps, we have a lot of work."

"Time saving and accuracy are the main benefits; in my data mart and data lakes project, Query.ai has been very useful, with all transformations automated, which had a huge impact on our entire project."

"Query.ai helps reduce costs and improve security in my organization, though I do not have the actual numbers, but the impact was significant."

Cons

"Unfortunately, Checkmarx doesn't do any automated backups which is quite inconvenient."

"Checkmarx One can be improved on the side of faster scans, especially when our CI pipelines are scanning for vulnerabilities."

"The lack of ability to review compiled source code. It would then be able to compete with other scanning tools, such as Veracode."

"I expect application security vendors to cover all aspects of application security, including SAST, DAST, and even mobile application security testing."

"Checkmarx could be improved with more integration with third-party software."

"The resolutions should also be provided. For example, if the user faces any problem regarding an installation due to the internal security policies of their company, there should be a resolution offered."

"Checkmarx isn't accredited by the US government for DOD networks, so we've been forced to remove it from the network."

"Creating and editing custom rules in Checkmarx is difficult because the license for the editor comes at an additional cost, and there is a steep learning curve."

More Checkmarx One cons

"Query.ai performs well, but there are other software options that do auditing a little better."

"I felt the pricing is somewhat higher."

"Probably Query.ai could be a little more optimized, but it is good."

Pricing and Cost Advice

"The number of users and coverage for languages will have an impact on the cost of the license."

"We have purchased an annual license to use this solution. The price is reasonable."

"It is not expensive, but sometimes, their pricing model or licensing model is not very clear. There are similar variables, such as projects or developers, and sometimes, it is a little bit confusing."

"The pricing is competitive and provides a lower TCO (total cost of ownership) for achieving application security."

"The solution is costly."

"The average deal size was usually anywhere between $120K to $175K on an annual basis, which could be divided across 12 months."

"Before implementing the product I would evaluate if it is really necessary to scan so many different languages and frameworks. If not, I think there must be a cheaper solution for scanning Java-only applications (which are 90% of our applications)."

"It's relatively expensive."

More Checkmarx One pricing and cost advice

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

17%

Manufacturing Company

Computer Software Company

Government

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	32
Midsize Enterprise	9
Large Enterprise	46

No data available

Questions from the Community

What alternatives are there for Fortify WebInspect and Fortify SCA?

I would like to recommend Checkmarx. With Checkmarx, you are able to have an all in one solution for SAST and SCA as well. Veracode is only a cloud solution. Hope this helps.

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What is your experience regarding pricing and costs for Checkmarx?

Checkmarx One is a premium solution, so budget accordingly. Make sure you understand how licensing scales with additional applications and users. I advise negotiating multi-year contracts or bundle...

See all answers

What needs improvement with Checkmarx?

One way Checkmarx One could be improved is if it could automatically run scans every month after implementation. If it is possible to set it in the SAST portal to scan the repositories automaticall...

See all answers

What is your experience regarding pricing and costs for Query.ai?

My experience with pricing, setup cost, and licensing was good. I felt the pricing is somewhat higher.

See all answers

What needs improvement with Query.ai?

I think integrating some LLM would be good because nowadays AI has a very huge impact. Additionally, I think it would be good if you add Amazon QuickSight for the reporting functionality.

See all answers

What is your primary use case for Query.ai?

My main use case for Query.ai is connecting to data lakes and data marts using Amazon S3. I have been connecting my data to Query.ai data lakes and data marts while doing some transformation, creat...

See all answers

Comparisons

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Compared 37% of the time

Veracode vs Checkmarx One

Compared 3% of the time

Checkmarx SAST vs Checkmarx One

Compared 2% of the time

OpenText Core Application Security vs Checkmarx One

Compared 2% of the time

Fortify Software Security Center vs Checkmarx One

Compared 2% of the time

More Checkmarx One Competitors

No data available

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Overview

Checkmarx One delivers robust security through seamless integration with SCM and CI/CD tools, ensuring reliable SAST and SCA. Primarily used by organizations for vulnerability detection, it supports cloud and on-premises deployment to enhance secure coding practices.

Checkmarx One provides organizations with comprehensive tools for secure software development, integrating effectively with CI/CD pipelines to scan thousands of applications. Its capabilities extend to identifying vulnerabilities in both code bases and third-party software. Enhancing workflow by supporting SCM solutions, it assists in maintaining secure coding standards and compliance. While excelling in various areas, it requires improvements in scan speed, reduction of false positives, and broader platform integration, particularly for COBOL and Swift. Its pricing model is noted as high, and demand exists for better tutorials and documentation.

What are the key features of Checkmarx One?

Comprehensive Integration: Seamlessly connects with SCM, CI/CD tools to streamline security workflows.
Accurate SAST and SCA: Precisely identifies vulnerabilities down to the exact line of code.
Custom Rules Configuration: Allows tailored security measures to match specific needs.
Quick Scanning: Provides fast analysis to speed up the development process.
Automated Code Remediation: Helps in efficiently fixing code vulnerabilities.

What benefits should users expect in reviews?

Improved Security: Enhances code safety, reducing vulnerabilities efficiently.
Effective False Positivity Management: Optimizes time spent on genuine issues.
Enhanced Development Processes: Integrates smoothly to boost secure coding initiatives.
Comprehensive Language Support: Facilitates scanning in multiple programming languages, accommodating diverse needs.

Industries implement Checkmarx One for secure coding compliance and vulnerability management across varying environments, choosing between cloud and on-premises deployment based on requirements. Its extensive language support and integration with DevSecOps practices make it a popular choice for organizations aiming to enhance software security.

Checkmarx

Query.ai offers an innovative approach to accessing and analyzing security data across platforms, simplifying the process for informed decision-making and enhancing security operations.

Query.ai specializes in providing streamlined data access and insights, allowing security professionals to efficiently manage scattered data sources. This platform enhances visibility and control, empowering teams with a single interface to query their data without transferring it, thereby reducing effort and time involved in traditional data management processes.

What are the key features of Query.ai?

Unified Query Interface: Simplifies data access across multiple environments.
No Data Movement: Ensures real-time insights without transferring data.
Scalable Architecture: Adapts to growing data volumes effortlessly.

What benefits or ROI can be expected?

Enhanced Efficiency: Cuts down incident response time significantly.
Cost Reduction: Lowers infrastructure costs by reducing data movement needs.
Improved Decision-Making: Provides immediate insights leading to better security posture.

In industries such as finance and healthcare, Query.ai is implemented to provide secure and efficient data operations, complying with strict regulations while offering robust data access solutions. Its architecture supports scalable operations, proving invaluable in sectors that demand high security and reliability.

Query

Sample Customers

YIT, Salesforce, Coca-Cola, SAP, U.S. Army, Liveperson, Playtech Case Study: Liveperson Implements Innovative Secure SDLC

Information Not Available

Buyer's Guide

Checkmarx One vs. Query.ai

April 2026

Free Report: Checkmarx One vs. Query.ai

Find out what your peers are saying about Checkmarx One vs. Query.ai and other solutions. Updated: April 2026.

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