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Egnyte vs Query.ai comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 15, 2026

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

Egnyte
Ranking in AI Data Analysis
207th
Average Rating
8.4
Reviews Sentiment
7.7
Number of Reviews
6
Ranking in other categories
Content Collaboration Platforms (15th)
Query.ai
Ranking in AI Data Analysis
23rd
Average Rating
8.0
Reviews Sentiment
4.3
Number of Reviews
3
Ranking in other categories
Security Analytics (6th), AI Security (119th)
 

Mindshare comparison

As of May 2026, in the AI Data Analysis category, the mindshare of Egnyte is 0.5%. The mindshare of Query.ai is 0.5%. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Query.ai0.5%
Egnyte0.5%
Other99.0%
AI Data Analysis
 

Featured Reviews

GG
Chief Operating Officer at Quarem
Fantastic for small businesses; the customer feedback has been great
From a small firm perspective, Egnyte Connect is simple, it is easy to get users up and running the same day, and I have nothing negative to say about the software. I can't speak to how Egnyte Connect would operate in a midsize company or even a large Fortune 500 company, but, from our perspective as a small business, it is fantastic. For us, security was front and center. Usability was also important and took second place. Next, we asked "Is it simple and easy for anyone to quickly learn how to use it?" Egnyte Connect checked that box. Third place for us was price. We liked the fact that they charge on a monthly basis so there is not an annualized upfront fee that we pay.
reviewer2834415 - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"If you're looking for a solid cloud DFS solution, I would highly recommend Egnyte."
"It is a good storage solution."
"Now that the Egnyte vendor upgraded the version and they introduced the Egnyte Connect, there are a lot of features that they added, including co-authoring."
"Egnyte Connect is a great application to save files, as all files are secure and available, and any authorized person can access and download the files from anywhere with an internet connection."
"It is scalable and stable."
"It provides a way to granularly choose which folders from the internet you want to sync to your computer, and it is really useful for people who are working on teams that are working with files that are frequently changing."
"It centralizes the documentation in one area."
"From a small firm perspective, Egnyte Connect is simple, it is easy to get users up and running the same day, and I have nothing negative to say about the software."
"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."
 

Cons

"Before, when we were starting to use Egnyte, we were struggling with a lot of bugs with Egnyte desktop sync."
"You cannot delete a file when you have uploaded it in error."
"The issue of my authorization token expiring pretty quickly was pretty annoying. On pretty much every update, it would expire on every computer. On every computer update, at the first opportunity, it would expire. When my computer got updated or the authorization got cut, my saved drives would get messed up. So, I had to reconnect them all. I was never able to set up a useful drive system with my local computer with Egnyte Connect. It would be a big improvement if there was a cached system so that when it loses connection, it can still save what kind of connections were set up, and when it reconnects, it repopulates all those. I don't know if that's even possible, but that's the feature I'd want."
"Before, when we were starting to use Egnyte, we were struggling with a lot of bugs with Egnyte desktop sync."
"If this solution had a better ability to search, that would be helpful. In addition, if there was an ability to collaborate, that would also be a benefit. At present, the vision control is had because if someone gets out of it, it locks. And, whoever saves last overrides everyone's work."
"With Egnyte Connect, you cannot delete a file when you have uploaded it in error, which needs improvement."
"It would be nice to see an integration of using an active directory to validate and authenticate users on our end as well as on the client user's end."
"If this solution had a better ability to search, that would be helpful. In addition, if there was an ability to collaborate, that would also be a benefit."
"I felt the pricing is somewhat higher."
"Probably Query.ai could be a little more optimized, but it is good."
"Query.ai performs well, but there are other software options that do auditing a little better."
 

Pricing and Cost Advice

"I do not have experience with the pricing of this solution."
"As far as I understand, licenses are associated with the Egnyte platform. There aren't any licenses associated with Egnyte Connect."
Information not available
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Top Industries

By visitors reading reviews
Construction Company
12%
Financial Services Firm
10%
Comms Service Provider
8%
Computer Software Company
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise2
No data available
 

Questions from the Community

Ask a question
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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...
 

Comparisons

No data available
 

Overview

 

Sample Customers

M&C Saatchi, FMC Technologies, Learfield Communications Inc., Aerohive Networks, Devcon, Semperian, Balfour Beatty Construction, Red Bull
Information Not Available
Find out what your peers are saying about Egnyte vs. Query.ai and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.