Query.ai vs Snyk comparison

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Query.ai

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Executive Summary

We performed a comparison between Query.ai and Snyk 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 Query.ai vs. Snyk Report (Updated: June 2026).

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Query.ai vs. Snyk

June 2026

Helped 909,725 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

Query.ai

Ranking in AI Security

27th

Average Rating

8.0

Reviews Sentiment

4.3

Number of Reviews

Ranking in other categories

Security Analytics (5th), AI Data Analysis (30th)

Snyk

Ranking in AI Security

10th

Average Rating

8.2

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (20th), Application Security Tools (7th), Static Application Security Testing (SAST) (5th), GRC (6th), Cloud Management (12th), Vulnerability Management (17th), Container Security (6th), Software Composition Analysis (SCA) (1st), Software Development Analytics (2nd), Cloud Security Posture Management (CSPM) (13th), DevSecOps (4th), Application Security Posture Management (ASPM) (1st)

Mindshare comparison

As of August 2026, in the AI Security category, the mindshare of Query.ai is 0.4%. The mindshare of Snyk is 1.2%, down from 10.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Security Mindshare Distribution
Product	Mindshare (%)
Snyk	1.2%
Query.ai	0.4%
Other	98.4%

AI Security

Featured Reviews

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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Abhishek-Goyal

Software Engineer at a computer software company with 11-50 employees

Improves security posture by actively reducing critical vulnerabilities and guiding remediation

Snyk's main features include open-source vulnerability scanning, code security, container security, infrastructure as code security, risk-based prioritization, development-first integration, continuous monitoring and alerting, automation, and remediation. The best features I appreciate are the vulnerability checking, vulnerability scanning, and code security capabilities, as Snyk scans all open-source dependencies for known vulnerabilities and helps with license compliance for open-source components. Snyk integrates into IDEs, allowing issues to be caught as they appear in the code dynamically and prioritizes risk while providing remediation advice. Snyk provides actionable remediation advice on where vulnerabilities can exist and where code security is compromised, automatically scanning everything and providing timely alerts. Snyk has positively impacted my organization by improving the security posture across all software repositories, resulting in fewer critical vulnerabilities, more confidence in overall product security, and faster security compliance for project clients. Snyk has helped reduce vulnerabilities significantly. Initially, the repository had 17 to 31 critical and high vulnerabilities, but Snyk has helped manage them down to just five vulnerabilities, which are now lower and not high or critical.

Read full review

Quotes from Members

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

Pros

"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 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."

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

"It hits ROI for us very well in a couple of areas that we want to address: to ensure that we don't have surprises when it comes to vulnerabilities on our dependencies — libraries and images — and from a compliance point of view, we don't want to be in a situation where we're forced to publish code because someone has decided to use libraries that would force us to either publish everything under GPL or put us in a situation where licenses are not compatible and we would have to redo part of the code."

"Fugue provides core capabilities that enable visualization, discovery, and compliance automation."

"Snyk is paramount and extremely important for us because anything that goes to production should not have any security vulnerabilities, and every application that goes into production must pass Snyk vulnerability scanning before it can be deployed."

"Snyk has given us really good results because it is fully automated."

"The most valuable feature is that they add a lot of their own information to the vulnerabilities. They describe vulnerabilities and suggest their own mitigations or version upgrades. The information was the winning factor when we compared Snyk to others. This is what gave it more impact."

"We have hundreds of source code repositories, and Snyk scans them in minutes (it just looks at package management files to identify the dependency tree), Snyk uses the same infrastructure to scan for all customers on the cloud which gives it lots of scalability opportunities compared to some other vendors where the software is installed on-prem or on a dedicated instance which makes the software pricy and limited."

"The advantage of Snyk is that Snyk automatically creates a pull request for all the findings that match or are classified according to the policy that we create. So, once we review the PR within Snyk and we approve the PR, Snyk auto-fixes the issue, which is quite interesting and which isn't there in any other product out there. So, Snyk is a step ahead in this particular area."

"The most valuable feature of Snyk is the SBOM."

More Snyk pros

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."

"The general input I have is that there is an opportunity for them to better align with other similar tools and better align with similar capabilities that cloud suppliers deliver natively."

"Snyk's API and UI features could work better in terms of speed."

"The product is very expensive."

"The solution could improve the reports. They have been working on improving the reports but more work could be done."

"We've also had technical issues with blocking newly introduced vulnerabilities in PRs and that was creating a lot of extra work for developers in trying to close and reopen the PR to get rid of some areas. We ended up having to disable that feature altogether because it wasn't really working for us and it was actually slowing down developer velocity."

"Fugue capabilities are not well understood on the market."

"Basically the licensing costs are a little bit expensive."

"Snyk can be improved on the reporting aspect regarding the traceability of SCA."

More Snyk cons

Pricing and Cost Advice

Information not available

"The license model is based on the number of contributing developers. Snyk is expensive, for a startup company will most likely use the community edition, while larger companies will buy the licensed version. The price of Snyk is more than other SLA tools."

"Compared to Veracode, Snyk is definitely a cheaper tool."

"We are using the open-source version for the scans."

"Despite Snyk's coverage, scalability, reliability, and stability, it is available at a very competitive price."

"The price is good. Snyk had a good price compared to the competition, who had higher pricing than them. Also, their licensing and billing are clear."

"Snyk is an expensive solution."

"The pricing is reasonable."

"You can get a good deal with Snyk for pricing. It's a little expensive, but it is worth it."

More Snyk pricing and cost advice

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Use our free recommendation engine to learn which AI Security solutions are best for your needs.

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

13%

Manufacturing Company

10%

Computer Software Company

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	20
Midsize Enterprise	10
Large Enterprise	24

Questions from the Community

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.

What needs improvement with Query.ai?

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

What is your primary use case for Query.ai?

Initially, I started by checking out what Query.ai is about, and from there, my main use case has been for data queries and how to edit a query. The main use case for Query.ai that I wish it could ...

How does Snyk compare with SonarQube?

Snyk does a great job identifying and reducing vulnerabilities. This solution is fully automated and monitors 24/7 to find any issues reported on the internet. It will store dependencies that you a...

What needs improvement with Snyk?

There are a lot of false positives that need to be identified and separated. The inclusion of AI to remove false positives would be beneficial. So far, I've not seen any AI features to enhance vuln...

What is your primary use case for Snyk?

I use Snyk ( /products/snyk-reviews ) in the DevOps pipeline to identify vulnerabilities before deploying the application. It integrates with Jenkins ( /products/jenkins-reviews ).

Comparisons

No data available

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Product Reports

IBM Security Guardium vs. Query.ai

June 2026

Download Query.ai product report

Download Snyk product report

July 2026

Also Known As

No data available

Fugue, Snyk AppRisk

Overview

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

Snyk excels in integrating security within the development lifecycle, providing teams with an AI Trust Platform that combines speed with security efficiency, ensuring robust AI application development.

Snyk empowers developers with AI-ready engines offering broad coverage, accuracy, and speed essential for modern development. With AI-powered visibility and security, Snyk allows proactive threat prevention and swift threat remediation. The platform supports shifts toward LLM engineering and AI code analysis, enhancing security and development productivity. Snyk collaborates with GenAI coding assistants for improved productivity and AI application threat management. Platform extensibility supports evolving standards with API access and native integrations, ensuring comprehensive and seamless security embedding in development tools.

What are Snyk's standout features?

Simplicity and Integration: Easy to integrate across platforms like GitLab, GitHub, and Jira.
Comprehensive Vulnerability Database: Offers accurate reporting for effective vulnerability management.
Developer-Friendly Design: Supports multiple programming languages, appealing to developers.
Automation and Flexibility: Enhances workflow efficiency with automated capabilities.

What benefits can users expect?

Efficiency in Vulnerability Detection: Streamlines prioritization and remediation processes.
Cost-Effectiveness: Offers a competitive pricing model compared to alternatives.
Enhanced Workflow: Integration with DevOps tools improves development processes.

Industries leverage Snyk for security in CI/CD pipelines by automating checks for dependency vulnerabilities and managing open-source licenses. Its Docker and Kubernetes scanning capabilities enhance container security, supporting a proactive security approach. Integrations with platforms like GitHub and Azure DevOps optimize implementation across diverse software environments.

Sample Customers

Information Not Available

StartApp, Segment, Skyscanner, DigitalOcean, Comic Relief