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: April 2026).

Query.ai vs. Snyk

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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

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)

Snyk

Ranking in AI Security

9th

Average Rating

8.2

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

Application Performance Monitoring (APM) and Observability (21st), Application Security Tools (8th), Static Application Security Testing (SAST) (6th), GRC (5th), Cloud Management (13th), Vulnerability Management (19th), Container Security (7th), Software Composition Analysis (SCA) (3rd), Software Development Analytics (2nd), Cloud Security Posture Management (CSPM) (17th), DevSecOps (3rd), Application Security Posture Management (ASPM) (2nd)

Mindshare comparison

As of May 2026, in the AI Security category, the mindshare of Query.ai is 0.4%. The mindshare of Snyk is 1.5%, down from 15.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Security Mindshare Distribution
Product	Mindshare (%)
Snyk	1.5%
Query.ai	0.4%
Other	98.1%

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.

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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

"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."

"We went from 15 vulnerabilities in it to four or five, and those four or five were un-upgradable and we were not affected by them."

"The major reason why customers prefer Snyk is that, nowadays, people are moving towards cloud-native tools."

"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."

"Static code analysis is one of the best features of the solution."

"Snyk has allowed our developers to spend less time securing applications, increasing their productivity."

"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."

"The best feature of Snyk is the integration with our ticketing system, which is Jira."

More Snyk pros

Cons

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

"I felt the pricing is somewhat higher."

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

"The solution's integration with JFrog Artifactory could be improved."

"It lists projects. So, if you have a number of microservices in an enterprise, then you could have pages of findings. Developers will then spend zero time going through the pages of reports to figure out, "Is there something I need to fix?" While it may make sense to list all the projects and issues in these very long lists for completeness, Snyk could do a better job of bubbling up and grouping items, e.g., a higher level dashboard that draws attention to things that are new, the highest priority things, or things trending in the wrong direction. That would make it a lot easier. They don't quite have that yet in container security."

"I think they could improve the feature for automatic fixing of security breaches."

"It would be ideal if there was customization with a focus on specific cybersecurity areas or capabilities."

"A feature we would like to see is the ability to archive and store historical data, without actually deleting it."

"We would like to have upfront knowledge on how easy it should be to just pull in an upgraded dependency, for example, even introduce full automation for dependencies supposed to have no impact on the business side of things."

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

"We tried to integrate it into our software development environment but it went really badly; it took a lot of time and prevented the developers from using the IDE."

More Snyk cons

Pricing and Cost Advice

Information not available

"We do have some missing licenses issues, especially with non-SPDX compliant one, but we expect this to be fixed soon"

"It's inexpensive and easy to license. It comes in standard package sizing, which is straightforward. This information is publicly found on their website."

"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."

"The product's price is okay."

"The solution is less expensive than Black Duck."

"Snyk is a premium-priced product, so it's kind of expensive. The big con that I find frustrating is when a company charges extra for single sign-on (SSO) into their SaaS app. Snyk is one of the few that I'm willing to pay that add-on charge, but generally I disqualify products that charge an extra fee to do integrated authentication to our identity provider, like Okta or some other SSO. That is a big negative. We had to pay extra for that. That little annoyance aside, it is expensive. You get a lot out of it, but you're paying for that premium."

"Pricing-wise, it is not expensive as compared to other tools. If you have a couple of licenses, you can scan a certain number of projects. It just needs to be attached to them."

"The pricing is reasonable."

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

14%

Computer Software Company

10%

Manufacturing Company

10%

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	9
Large Enterprise	23

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?

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.

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...

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 ).

GitHub Advanced Security vs Snyk

Comparisons

No data available

SonarQube vs Snyk

Compared 9% of the time

Trivy vs Snyk

Compared 2% of the time

Compared 2% of the time

JFrog Xray vs Snyk

Compared 2% of the time

Black Duck SCA vs Snyk

Compared 2% of the time

More Snyk Competitors

Product Reports

IBM Security Guardium vs. Query.ai

Download Query.ai product report

Download Snyk product report

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

Query.ai vs. Snyk