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Query.ai vs Xops comparison

 

Comparison Buyer's Guide

Executive Summary

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
3
Ranking in other categories
Security Analytics (6th), AI Data Analysis (23rd)
Xops
Ranking in AI Security
53rd
Average Rating
9.0
Number of Reviews
4
Ranking in other categories
Cloud Cost Management (26th), Compliance Management (12th)
 

Featured Reviews

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.
SS
CEO at Rexha Technologies
User interface needs refinement while providing robust security and cost management
Xops helps me with cloud finance management by allowing me to monitor my spending, and just a couple of months ago, I noticed that my AWS bill, which usually hovers around 50k monthly, spiked unexpectedly. I received an alert on the dashboard and via email about a sudden increase in usage, enabling me to rectify the actual problem and bring things back to normal. The best features of Xops, in my experience, include the FinOps component for checking unnecessary spending trends, the cloud security features, and the cybersecurity and workload security features that allow me to frequently check for vulnerabilities on images and websites. The cloud security feature of Xops stands out to me because it helps maintain compliance status by providing multiple compliance checks, including ISO and CIS benchmarks, and it is not limited to AWS, as it also includes Azure cloud scans and O365 cloud scans, allowing me to monitor security across various platforms. Other useful features of Xops include asset management tools and automation scripts, which help me check what assets I have across all regions, giving me a global view whenever I need it. Xops has positively impacted my organization by enabling me to save money and proactively detect issues, especially related to cloud spending, while also improving my routine security checks for any misconfigurations. While some metrics are difficult to quantify, I regularly run scans to catch security vulnerabilities that may arise due to changing user settings.

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."
"X-Ops has significantly improved our organization by streamlining cloud cost governance and enhancing the security posture across our AWS trading environment."
"X-Ops has significantly improved our organization by streamlining cloud cost governance and enhancing the security posture across our AWS trading environment."
"The automated compliance monitoring reduced our manual security audits by 60%, allowing our team to focus on strategic initiatives rather than repetitive checks."
"The most valuable aspects of the solution include the Cloud FinOps Dashboards and the vulnerability scans."
"Xops helped us mitigate the frequent external attacks that we have been trying to curb for a long time now, and more importantly, it helps with an easy-to-understand dashboard where I can monitor the services in use, optimizations, and ultimately the costs."
"Xops has positively impacted my organization by enabling me to save money and proactively detect issues, especially related to cloud spending, while also improving my routine security checks for any misconfigurations."
"The AWS cost optimization features have been game-changing - particularly the automated detection of idle EC2 instances and unattached EBS volumes that were silently draining our budget."
"Xops has positively impacted my organization by enabling me to save money and proactively detect issues, especially related to cloud spending, while also improving my routine security checks for any misconfigurations."
 

Cons

"I felt the pricing is somewhat higher."
"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."
"While Xops delivers on core functionality, the platform could benefit from more mature AI models for anomaly detection."
"I do not have notes for improvements."
"I chose four out of five because I believe more UI enhancements and a cleaner UX navigation could elevate it to a perfect five."
"While Xops delivers on core functionality, the platform could benefit from more mature AI models for anomaly detection."
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Top Industries

By visitors reading reviews
No data available
Construction Company
45%
Comms Service Provider
11%
Healthcare Company
8%
Manufacturing Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

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...
What is your experience regarding pricing and costs for Xops?
I recommend ensuring you fully understand the pricing tiers and the features included at each level. You should evaluate it based on your actual cloud usage and security needs. X-Ops offers strong ...
What needs improvement with Xops?
I would like to see built-in anomaly detection for trading patterns using machine learning. It would also be helpful to have customizable dashboards for each business unit. Native support for cross...
What is your primary use case for Xops?
I use X-Ops to monitor and optimize AWS infrastructure costs for our trading workloads. It helps me ensure continuous security compliance and real-time threat detection. Additionally, I automate de...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Query.ai vs. Xops and other solutions. Updated: April 2026.
894,738 professionals have used our research since 2012.