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Matillion Data Productivity Cloud 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

Matillion Data Productivity...
Ranking in AI Data Analysis
14th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
28
Ranking in other categories
Cloud Data Integration (10th)
Query.ai
Ranking in AI Data Analysis
37th
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
Security Analytics (13th), AI Security (143rd)
 

Mindshare comparison

As of April 2026, in the AI Data Analysis category, the mindshare of Matillion Data Productivity Cloud is 0.9%, down from 2.9% compared to the previous year. The mindshare of Query.ai is 0.5%. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Matillion Data Productivity Cloud0.9%
Query.ai0.5%
Other98.6%
AI Data Analysis
 

Featured Reviews

Jitendra Jena - PeerSpot reviewer
Director Axtria - Ingenious Insights! at Axtria - Ingenious Insights
Easy integration and workflow proposals streamline processes
The predefined connectors eliminate the need to write code for connectivity. If you have a predefined connector, it is easy to use with plug and play functionality. The processing time and ease of use are significant benefits. As everyone is moving into AI integration, it will definitely help. When creating workflows, they can propose solutions directly.
reviewer2813226 - PeerSpot reviewer
Data Science Analyst at a tech vendor with 1-10 employees
Automation has transformed reporting workflows and saves days by streamlining data lake projects
Query.ai is very simple, which makes it excellent for beginners to start with all of these features. The interface itself and the UI are what make Query.ai simple for beginners. I can see what all features are available in Query.ai, the different features, how they can be useful, how they are implemented, and the description of all processes. It is unique and simple. Query.ai has had a positive impact on my organization. I have been introducing this to my colleagues and they were very happy with this application. Time saving and accuracy are the main benefits. In my data mart and data lakes project, Query.ai has been very useful. All transformations were automated, which had a huge impact on our entire project. Everything is automated using Query.ai and we do not need to think about whether it is running or not. It will take care of itself.

Quotes from Members

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

Pros

"We allow non-technical people to use Matillion to load data into our data warehouse for reporting. Thus, it is easy enough to use that we don't always have to get a technical person involved in setting up a data movement (ETL)."
"It's been able to do everything we require."
"It can scale to a great extent. It can handle the load that we are putting on it, which is about 5TBs."
"I would recommend Matillion ETL for any cloud-based operations."
"It has improved the costs of managing my customer’s data."
"On a new project using Matillion, it took me 10 minutes to set up and begin importing data from Safesforce.com."
"Give it a shot. See how easy it is to get started with the product, because the scripting which is required is minimal."
"Matillion ETL is one hundred percent stable."
"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."
 

Cons

"The tool's lineage is very weak."
"Going forward, I would like them to add custom jobs, since we still have to run these outside of Matillion."
"There have been some issues with stability over the first year, but Matillion support is very responsive."
"Performance can be improved for efficiency, and it can be made faster."
"Matillion ETL should include more enhanced capabilities for extracting data from the SAP systems."
"The product's scalability needs improvement. Perhaps adding more connectors would be beneficial."
"The improvement area could be possible if the tool provides better integration capabilities with other ecosystems, including governance tools or data cataloging tools, as it is currently an area where the solution is lacking."
"It can have multi-environment support. We should be able to deploy it in different environments. Its integration with SAP connection is not so nice, which should be improved. It can also support an on-prem database."
"I felt the pricing is somewhat higher."
 

Pricing and Cost Advice

"I think it is cost conscious. It used to be very cheap and they have more recently bumped up the pricing, so it is competitive now."
"The absence of licensing commitments makes it easy to experiment with the tool, and if we decide it's not suitable, we can simply stop the ETL instance and cease incurring charges."
"The cost of the solution is high and could be reduced."
"It is not necessarily a cheap solution. However, it's reasonable priced, especially with the smaller machines that we run it on."
"Its price depends on what you expect. You pay on a monthly basis, but there is a possibility to have special contracts depending on the installation."
"The product must improve its pricing."
"The solution is very cheap. You're paying $2.50 an hour and if you set your service up, which you can do, you're not getting charged. Currently, our ETL process is just an overnight process that runs for about an hour. I can start and stop my server just for an hour if I want to and spent $2.50 a day for an ETL solution. There are no additional costs."
"I have heard from my manager and other higher ups, "This product is cheaper than other things on the market," and they have done the research."
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Top Industries

By visitors reading reviews
Financial Services Firm
11%
Manufacturing Company
10%
Computer Software Company
10%
Construction Company
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise10
Large Enterprise11
No data available
 

Questions from the Community

What do you like most about Matillion ETL?
The new version with the Productivity Cloud is very simple. It's easy to use, navigate, and understand.
What is your experience regarding pricing and costs for Matillion ETL?
The pricing is managed by the tooling team. The pricing is moderate, neither expensive nor cheap.
What needs improvement with Matillion ETL?
The main areas for improvement are AI features and scalability.
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Also Known As

Matillion ETL for Redshift, Matillion ETL for Snowflake, Matillion ETL for BigQuery
No data available
 

Overview

 

Sample Customers

Thrive Market, MarketBot, PWC, Axtria, Field Nation, GE, Superdry, Quantcast, Lightbox, EDF Energy, Finn Air, IPRO, Twist, Penn National Gaming Inc
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