Matillion Data Productivity Cloud vs Prophecy comparison

Matillion and Prophecy are both solutions in the AI Data Analysis category. Matillion is ranked #23 with an average rating of 7.3, while Prophecy is ranked #296 with an average rating of 8.0. Matillion holds a 0.6% mindshare in ADA, compared to Prophecy’s 0.0% mindshare. Additionally, 92% of Matillion users are willing to recommend the solution, compared to 100% of Prophecy users who would recommend it.

Matillion Data Productivity...

Read 28 Matillion Data Productivity Cloud reviews

7,598 Views
1,672 Comparison Views

92% willing to recommend

Prophecy

Read 3 Prophecy reviews

512 Views
15 Comparison Views

100% willing to recommend

Matillion Data Productivity...

Prophecy

Comparison Buyer's Guide

Download the report

Executive Summary

We performed a comparison between Matillion Data Productivity Cloud and Prophecy based on real PeerSpot user reviews.

Find out in this report how the two AI Data Analysis solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Matillion Data Productivity Cloud vs. Prophecy Report (Updated: July 2026).

Buyer's Guide

Matillion Data Productivity Cloud vs. Prophecy

July 2026

Download the complete report

Helped 909,153 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

Matillion Data Productivity...

Ranking in AI Data Analysis

23rd

Average Rating

8.4

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Cloud Data Integration (13th)

Prophecy

Ranking in AI Data Analysis

296th

Average Rating

8.0

Reviews Sentiment

5.8

Number of Reviews

Ranking in other categories

Data Preparation Tools (16th)

Mindshare comparison

As of August 2026, in the AI Data Analysis category, the mindshare of Matillion Data Productivity Cloud is 0.6%, down from 3.0% compared to the previous year. The mindshare of Prophecy is 0.0%. It is calculated based on PeerSpot user engagement data.

AI Data Analysis Mindshare Distribution
Product	Mindshare (%)
Matillion Data Productivity Cloud	0.6%
Prophecy	0.0%
Other	99.4%

AI Data Analysis

Featured Reviews

Jitendra Jena

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.

Read full review

Matthew Mancuso

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.

Read full review

Quotes from Members

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

Pros

"The tool's middle-dimensional structure significantly simplifies obtaining the right data at the appropriate level. This feature makes deploying our applications easier since we utilize a single source without publishing data from various sources."

"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 product is quite stable and can handle complex data integration tasks well."

"It's so intuitive and easy to use you can actually just teach yourself how to use it."

"On a new project using Matillion, it took me 10 minutes to set up and begin importing data from Safesforce.com."

"It has good integrations with Amazon Redshift and other AWS services."

"I would recommend Matillion ETL for any cloud-based operations."

"It's been able to do everything we require."

More Matillion Data Productivity Cloud pros

"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."

"The form feature of Prophecy is so valuable for our team because it saves us a lot of time."

"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."

Cons

"There are certain functions that are available in other ETL tools which are still not present in Matillion ETL. It would be good to have more features."

"One of the features that's in development is data privacy in the cloud, along with further SAP integration. For connectivity to SAP systems."

"There are problems with GCP connectivity. Specifically, connections to BigQuery for extracting information are complex, and the optimization of the extraction process requires improvements."

"The tool's lineage is very weak."

"It would be great to have the ability to move windows around to dock in different locations or external windows."

"Matillion’s on-premises capabilities don’t allow you to build something customized."

"I found some of the more complex aspects of ETL challenging, but I grasped the concepts fairly quickly."

"In the next release, we would like to have connections to more databases."

More Matillion Data Productivity Cloud cons

"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."

"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."

Pricing and Cost Advice

"It was very easy to purchase through the AWS Marketplace, but it was also expensive."

"It is cost-effective. Based on our use case, it's efficient and cheap. It saves a lot of money and our upfront costs are less."

"The pricing depends on what edition the customer opts for. For example, the standard edition is priced at $2.00 per credit. And you are only charged when you use it. You're not charged when it's idle."

"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."

"It is not necessarily a cheap solution. However, it's reasonable priced, especially with the smaller machines that we run it on."

"It was procured through the AWS Marketplace because it keeps things simple. They offer retail-like checkout and bill through your existing Amazon Web Services account."

"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 solution's pricing is not based on the licensing cost but on the running hours when the Matillion instance is up and running."

More Matillion Data Productivity Cloud pricing and cost advice

Information not available

See which vendors are best for you

Use our free recommendation engine to learn which AI Data Analysis solutions are best for your needs.

See recommendations

909,153 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Construction Company

11%

Financial Services Firm

Computer Software Company

Manufacturing Company

Outsourcing Company

56%

Healthcare Company

25%

Manufacturing Company

Construction Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	10
Large Enterprise	11

No data available

Questions from the Community

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.

See all answers

What needs improvement with Matillion ETL?

The main areas for improvement are AI features and scalability.

See all answers

What is your primary use case for Matillion ETL?

For the ETL, we are using Matillion Data Productivity Cloud. We have skilled resources for Matillion Data Productivity Cloud, which is why we are using it. The infrastructure is provided by the cus...

See all answers

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...

See all answers

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...

See all answers

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...

See all answers

Comparisons

Denodo vs Matillion Data Productivity Cloud

Compared 8% of the time

MuleSoft Anypoint Platform vs Matillion Data Productivity Cloud

Compared 6% of the time

AWS Database Migration Service vs Matillion Data Productivity Cloud

Compared 6% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Matillion Data Productivity Cloud

Compared 5% of the time

Rivery vs Matillion Data Productivity Cloud

Compared 4% of the time

More Matillion Data Productivity Cloud Competitors

Microsoft Power Apps vs Prophecy

Compared 100% of the time

More Prophecy Competitors

Product Reports

Buyer's Guide

Matillion Data Productivity Cloud

July 2026

Matillion Data Productivity Cloud report

Download Matillion Data Productivity Cloud product report

Buyer's Guide

Data Preparation Tools

August 2026

Download Prophecy product report

Also Known As

Matillion ETL for Redshift, Matillion ETL for Snowflake, Matillion ETL for BigQuery

No data available

Overview

Matillion Data Productivity Cloud offers a user-friendly platform for seamless integration and dynamic data handling, favored for simplifying ETL processes with minimal coding and ensuring robust performance in complex data tasks.

Matillion Data Productivity Cloud integrates effortlessly with platforms like AWS, Snowflake, and SQL databases, providing tools for efficient data migration, transformation, and cloud warehousing. It supports large datasets with swift management, making it valued for its graphical interface that eases ETL processes for non-technical users. Automation features ensure scalability and dynamic data handling across diverse sources, while security and cost-effectiveness enhance its appeal. Enhancements in database connectivity, interface design, and multi-environment support would refine user experience, with growing demands for real-time data capture, SAP connectivity, and frequent API updates.

What are the most important features?

User-friendly GUI: Simplifies ETL processes with minimal coding.
Seamless Integration: Compatible with AWS, Snowflake, and more.
Dynamic Data Handling: Supports diverse data sources with scalability.
Change Data Capture: Facilitates efficient data updates.
Error Reporting: Ensures workflow accuracy and troubleshooting.

What benefits and ROI can users expect?

Cost Effectiveness: Offers competitive pricing for extensive features.
Security Assurance: Provides strong data protection measures.
Efficiency in Large Datasets: Fast data processing and management.
Minimal Coding Requirement: Enhances accessibility for non-technical users.

In industries like finance, healthcare, and retail, Matillion Data Productivity Cloud is implemented for transforming data operations. Companies leverage it for its speed in data processing and integration capability, facilitating rapid adaptation to data-driven insights crucial in these sectors.

Matillion

Prophecy is the agentic data prep and analysis platform that introduces a new data lifecycle—generate, refine, deploy—where AI agents and data teams collaborate through visual, code, and document interfaces to accelerate work and deliver trusted pipelines to production. Leading enterprises rely on Prophecy to power their most demanding data workloads.

Generate first-draft in minutes	Prophecy’s AI agents, built on specialized Claude Code, are experts at generating workflows for your data, accelerating tasks like data transformation and automating others like documentation.
Refine with ease and speed	Our visual analytics workflows (or code, document formats) enable users to quickly understand the AI generated output, and to refine them to 100% complete.
Deploy robustly	We provide robust deployment to production built on software best practices. The deployed workflows run at scale, with governance, on your cloud data platform.

What are the key features of Prophecy?

Market Leading Data Agents: Specialized Claude Code based AI agents that understand your data and apply data specific skills to generate the best results.
Visual Inspect & Refine: AI generates results as visual data workflows, so business users can quickly inspect the logic, refine it to match their intent, and validate the final output.
Integrated Data Execution: You schedule and monitor workflows. Each reads/writes data using built-in high-performance connectors, and run transforms in Prophecy or your SQL or Spark platforms.
Complete Data Lifecycle: The visual workflows can be deployed to production as high-performance code that runs at scale with governance on Databricks, Snowflake or BigQuery that can be shared.

Prophecy finds application across industries such as finance, healthcare, and retail, where data-driven decisions are crucial. Analysts become more productive, and business users now self-serve.

Learn more at prophecy.ai

Prophecy

Sample Customers

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

JP Morgan Chase, Marks & Spencer, Ralph Lauren, Pfizer, Acxiom

Buyer's Guide

Matillion Data Productivity Cloud vs. Prophecy

July 2026

Free Report: Matillion Data Productivity Cloud vs. Prophecy

Find out what your peers are saying about Matillion Data Productivity Cloud vs. Prophecy and other solutions. Updated: July 2026.

DOWNLOAD NOW

909,153 professionals have used our research since 2012.

See our Matillion Data Productivity Cloud vs. Prophecy report.

See our list of best AI Data Analysis vendors.

We monitor all AI Data Analysis reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.