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Prophecy vs Query.ai 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

Prophecy
Ranking in AI Data Analysis
296th
Average Rating
8.0
Reviews Sentiment
5.8
Number of Reviews
3
Ranking in other categories
Data Preparation Tools (16th)
Query.ai
Ranking in AI Data Analysis
30th
Average Rating
8.0
Reviews Sentiment
4.3
Number of Reviews
3
Ranking in other categories
Security Analytics (5th), AI Security (27th)
 

Mindshare comparison

As of August 2026, in the AI Data Analysis category, the mindshare of Prophecy is 0.0%. The mindshare of Query.ai is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Query.ai0.4%
Prophecy0.0%
Other99.6%
AI Data Analysis
 

Featured Reviews

MM
Data Measurement & Reporting Advisor at Evernorth/Cigna
Automated data collection has replaced manual emails and now connects business forms to back-end reports
Prophecy can be improved, as right now the form is very limited. We have to do a lot of manual entry with the form to get it set up. We have a lot of things that change year over year, so I have to go in there and manually play around with it, manually changing this and that. Having dynamic forms, having the forms connect to back-end data, and basically making the forms more streamlined would be my need from Prophecy. Everything else on the back end, the pipelines, and those types of things have been pretty easy to understand. I think once you get things set up, I've been very impressed with it. The only improvement at least for my side would be the form.
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

"Prophecy has positively impacted my organization by greatly speeding up development time and providing capabilities of using DBT alongside functionalities associated with that, making it a very good tool to avoid coding much and utilize AI with the graphical tools available without needing to code."
"The form feature of Prophecy is so valuable for our team because it saves us a lot of time."
"Prophecy has positively impacted our organization by allowing us to offer it as an ETL layer for our incentive management application, which has improved our story and demos to customers during the sales cycle."
"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."
"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."
 

Cons

"Prophecy is generally stable, although it does have a few issues at times, such as the Fabric connection randomly dropping and the environment freezing occasionally."
"Prophecy is pretty stable, but there are often some unexpected issues that arise, especially performance issues or problems with Airflow on deployments."
"Prophecy can be improved, as right now the form is very limited."
"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."
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Top Industries

By visitors reading reviews
Outsourcing Company
56%
Healthcare Company
25%
Manufacturing Company
6%
Construction Company
4%
No data available
 

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 Prophecy?
My experience with Prophecy's pricing, setup cost, and licensing is that the tool can be expensive, and the licensing adds more to that. We try to add the licensing and increase the number only whe...
What needs improvement with Prophecy?
There are a few things to improve in Prophecy, such as scheduling the models and jobs; with the introduction of Prophecy Automate, I think that will improve that. I also see that there are some mis...
What is your primary use case for Prophecy?
I have been using Prophecy for the last year and a half. My main use case for Prophecy is to perform data transformations in Snowflake. A quick specific example of a data transformation I use Proph...
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 ...
 

Comparisons

No data available
 

Overview

 

Sample Customers

JP Morgan Chase, Marks & Spencer, Ralph Lauren, Pfizer, Acxiom
Information Not Available
Find out what your peers are saying about Prophecy vs. Query.ai and other solutions. Updated: July 2026.
909,153 professionals have used our research since 2012.