Query.ai vs Varonis Platform comparison

Query and Varonis are both solutions in the AI Security category. Query is ranked #27 with an average rating of 8.0, while Varonis is ranked #8 with an average rating of 8.4. Query holds a 0.4% mindshare in AAS, compared to Varonis’s 1.3% mindshare. Additionally, 100% of Query users are willing to recommend the solution, compared to 95% of Varonis users who would recommend it.

Query.ai

Read 3 Query.ai reviews

1,438 Views
575 Comparison Views

100% willing to recommend

Varonis Platform

Read 20 Varonis Platform reviews

19,161 Views
2,683 Comparison Views

95% willing to recommend

Query.ai

Varonis Platform

Comparison Buyer's Guide

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Executive Summary

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

Buyer's Guide

Query.ai vs. Varonis Platform

June 2026

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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)

Varonis Platform

Ranking in AI Security

8th

Average Rating

8.4

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Email Security (16th), Data Loss Prevention (DLP) (9th), User Entity Behavior Analytics (UEBA) (6th), Data Governance (5th), SaaS Security Posture Management (SSPM) (1st), Data Security Posture Management (DSPM) (3rd), Compliance Management (8th), Ransomware Protection (7th), Identity Threat Detection and Response (ITDR) (6th), Insider Risk Management (1st)

Mindshare comparison

As of August 2026, in the AI Security category, the mindshare of Query.ai is 0.4%. The mindshare of Varonis Platform is 1.3%, down from 10.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Security Mindshare Distribution
Product	Mindshare (%)
Varonis Platform	1.3%
Query.ai	0.4%
Other	98.3%

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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TarunKumar11

Global Leadership Council at a tech company with 10,001+ employees

Data governance has strengthened and automation now reduces risk and manual compliance work

Varonis Platform offers key features including data discovery, data classification, data analysis, governance, user and entity behavior analysis, also known as UEBA, which helps in ransomware detection, insider threat detection, and compliance reporting. It does a lot of automation from a remediation standpoint, as well as investigation and forensics. The number one feature that makes the biggest difference for my clients is visibility into unstructured data; that is the most difficult for organizations to achieve. They do not have a good understanding of where sensitive data resides, who has access to this data, whether this access is appropriate, and how data is being used. Varonis Platform provides visibility, governance, threat detection, and automated remediation around data. Varonis Platform is a great data discovery platform that provides visibility into sensitive data estimates and how it is being used. Clients have been able to reduce excessive permissions, strengthen their compliance posture, detect insider threats, and ransomware activity, which would otherwise be difficult and manual. Varonis Platform is deployed in my clients' organizations in a combination of all types. Many clients use Varonis Platform in a largely SaaS-based model since it is a data security platform consumed in this way, and many organizations still operate hybrid environments. As far as Varonis Platform is in a position to get the data source and identify systems, it can discover and classify more secure data. Deployment in most of our clients is cloud-based, connecting to Microsoft 365, AWS, or other SaaS applications such as Salesforce. In other environments, it is a hybrid deployment with SaaS and on-premises, including file servers, NAS devices, and AD servers.

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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."

"Varonis Platform has positively impacted my organization by providing clarity regarding data and permissions, improving visibility, security, and compliance."

"The example I used with the hospital gives a very clear picture of the ROI."

"This solution informs us about who's moving data, whether accidentally or on purpose."

"In my experience, the best features that Varonis Platform offers are data labeling, data classification, along with all the integrations and its easy-to-use platform."

"The analytics would have to be our most valuable feature."

"The telemetry to capture everything and the reports are very easy to configure without having a developer degree."

"The 24/7 support is the most valuable feature, and they have been able to answer support questions pretty quickly."

"Overall, if you want to check your data from an initial point of view, Varonis Platform is the best use case you can consider."

More Varonis Platform pros

Cons

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

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

"I felt the pricing is somewhat higher."

"The troubleshooting capabilities could be improved. It has so many interconnected components."

"The solution's areas of improvement are the interface and the dependency on on-premises deployment for some components."

"I'd like to see automatic updates for this solution. Currently, it's a manual process to update all the keywords."

"One area for improvement is the calculation engine. When applying rules in Varonis, especially for large datasets (terabytes of data), the calculations can be slow and require time to process. Speeding up this process would be beneficial."

"The GUI should be more functional. There should be a process for connecting through Chrome, Internet Explorer, etc."

"We have Microsoft Office 365. I just saw an article today which says that they're actually getting integrated with Microsoft Office 365, which would be a useful feature. For user-based reports, log on activity, and stuff like that, it doesn't seem to really be present like Log360. That could just be my inexperience with it. I've been dealing with it for only about two and a half months."

"The product is very complicated."

"While Varonis Platform is powerful, the initial data scanning and indexing can take significant time in large environments."

More Varonis Platform cons

Pricing and Cost Advice

Information not available

"Licensing is on an annual basis. Maintenance and renewal fees are separate. Varonis Datalert is quite expensive."

"It's expensive, kind of, really expensive."

"The platform is expensive. I rate the pricing a nine out of ten."

"The pricing is good. It neither expensive nor cheap. It is average."

"You could do a subscription, where you pay yearly, or you could purchase it outright. The licensing cost is based on the number of users on the system that you are monitoring."

"I would rate the pricing an eight out of ten, with ten being the most expensive."

"Varonis Platform wasn't certainly the cheapest solution."

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

15%

Manufacturing Company

11%

Healthcare Company

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	2
Large Enterprise	15

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.

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What needs improvement with Query.ai?

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

See all answers

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 ...

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What needs improvement with Varonis Platform?

Varonis Platform could be improved because when I used it, we had a significant issue related to the large volume of data on that file share. Although Varonis Platform helped us gain more visibilit...

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What is your primary use case for Varonis Platform?

My main use case for Varonis Platform is to monitor access to sensitive data across file shares, Microsoft 365, and SharePoint. The main objective is to identify overexposed data, reduce access ris...

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What advice do you have for others considering Varonis Platform?

Varonis Platform receives a rating of seven out of ten. I chose seven out of ten because the user experience was easy, we could apply it and gain more visibility, but the performance of the solutio...

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Also Known As

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SlashNext Complete

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

Varonis Platform enhances data security and governance with advanced analytics, identifying unusual access patterns and sensitive areas. Its centralized interface manages permissions across systems, offering essential capabilities for alerting and reporting.

Varonis Platform provides continuous data protection and monitoring by identifying and alerting on unauthorized data access. It offers comprehensive insights into file access and user activities, supporting data classification and simplifying compliance with tracking and monitoring capabilities. Integration with storage systems enables users to manage permissions and access effectively. Room for improvement includes cloud integration and simplifying its interface and calculation engine for ease of use. Challenges include on-premises dependency, licensing costs, and a need for enhanced DLP capabilities.

What are the primary features of Varonis Platform?

24/7 Technical Support: Ensures continuous assistance and issue resolution.
Advanced Analytics: Identifies unusual data access patterns for increased security.
Centralized Permission Management: Manages access permissions across systems.
Data Classification: Categorizes data to enhance protection measures.
Integration with Storage Systems: Simplifies compliance through tracking and monitoring.

What benefits and ROI should users expect?

Increased Security: Protects against unauthorized data access.
Compliance Simplification: Offers comprehensive tracking and monitoring to meet compliance standards.
Efficient Permission Management: Simplifies access controls across platforms.
Enhanced Alerting: Provides timely notifications of potential security breaches.

In finance, Varonis aids in safeguarding sensitive financial data, while in healthcare, it secures patient records. Legal industries utilize it for protecting client information, and retail sectors manage sensitive customer data. These industries benefit from Varonis' ability to prevent unauthorized access and streamline compliance.

Varonis

Sample Customers

Information Not Available

Nottingham Building Society

Buyer's Guide

Query.ai vs. Varonis Platform

June 2026

Free Report: Query.ai vs. Varonis Platform

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