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Head-to-head · Data Transformation Tools

Matillion Transform vs Prophecy

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Matillion Transform #9 in Data Transformation Tools 8.4/10 Pricing on request ✓ 3 of 3 features Visit Matillion
Prophecy #12 in Data Transformation Tools 8.1/10 Free plan Free plan✓ 3 of 3 features Visit Prophecy

Matillion Transform leads on 0 checks, Prophecy on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreMatillion Transform · 8.4/10
  • Free planonly Prophecy

Matillion Transform scores higher on our rubric for data transformation tools: 8.4 against 8.1 out of 10; our editors rank them #9 and #12.

On deployment model, Matillion Transform gives you Hybrid where Prophecy offers Cloud.

Matillion Transform is the better fit for cloud warehouse teams using visual pipelines. Prophecy is the better fit for AI-assisted visual cloud pipelines.

  • Matillion Transform fits best

    Cloud warehouse teams using visual pipelines

  • Prophecy fits best

    AI-assisted visual cloud pipelines

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Side by side

Feature Matillion Transform 8.4/10 Visit ↗ Prophecy 8.1/10 Visit ↗
At a glance
Editor score 8.4 8.1
Ranking #9 in Data Transformation Tools #12 in Data Transformation Tools
Best for Cloud warehouse teams using visual pipelines AI-assisted visual cloud pipelines
Pricing model Paid Free plan + paid
Starting price — $150/user/mo
Free plan Not checked yet ✓ (best)
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Support Community, Tickets, Docs Email, Community, Docs
Compliance SOC 2, ISO 27001, GDPR SOC 2, ISO 27001, GDPR, SSO/SAML, 2FA
Integrations 250+ integrations 6 integrations
Built for Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Matillion Transform 3/3 · Prophecy 3/3
Version control ✓ ✓
Workflow orchestration ✓ ✓
Data quality checks ✓ ✓
Specs
Deployment model Hybrid Cloud
Transformation interface Visual Visual
Supported data formats JSON, AVRO CSV, TSV, JSON, text, XLSX, XLS, XML, fixed-width, Parquet
Our review
Pros
  • Combines drag-and-drop design with SQL and Python transformations
  • Adds dbt embedding, Git version control, testing, and documentation
  • Connects with Snowflake, Databricks, Redshift, GitHub, and REST APIs
  • Generates editable visual workflows from natural-language requests
  • Runs transformations with Databricks, Snowflake, and BigQuery
  • Combines Git versioning, scheduling, monitoring, and quality checks
Cons
  • Web is the listed platform
  • Pricing uses consumption-based credits and contact with sales
  • Advanced capabilities are concentrated in the Scale edition
  • Professional starts at $150 per user per month
  • Starter is limited to 20 credits per month
  • Enterprise pricing is custom for 20+ users
Our verdict

Matillion Transform is a data transformation tool for teams working with cloud data platforms. Its visual pipeline designer supports drag-and-drop workflows alongside SQL and Python transformations, while dbt embedding, Git integration,…

Read the review →

Prophecy is a cloud platform for analysts, data teams, and enterprises building data preparation and transformation workflows. Its visual drag-and-drop interface supports natural-language workflow generation, generated and editable…

Read the review →
  1. Matillion TransformData Transformation Tools 8.4Pricing on request
  2. ProphecyData Transformation Tools 8.1Free plan

Strengths and trade-offs

  • Matillion Transform — where it wins

    • Combines drag-and-drop design with SQL and Python transformations
    • Adds dbt embedding, Git version control, testing, and documentation
    • Connects with Snowflake, Databricks, Redshift, GitHub, and REST APIs

    Where it doesn't

    • Web is the listed platform
    • Pricing uses consumption-based credits and contact with sales
    • Advanced capabilities are concentrated in the Scale edition

  • Prophecy — where it wins

    • Generates editable visual workflows from natural-language requests
    • Runs transformations with Databricks, Snowflake, and BigQuery
    • Combines Git versioning, scheduling, monitoring, and quality checks

    Where it doesn't

    • Professional starts at $150 per user per month
    • Starter is limited to 20 credits per month
    • Enterprise pricing is custom for 20+ users

All data transformation tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update