ETL/ELT Shootout:
Precog vs Fivetran vs Matillion

Precog is an intelligent data ingest platform that provides a simple, no-code solution for connecting to any data source quickly and automatically, creating analytics and AI-ready sensible tables from data for use in any data warehouse. Precog provides 1,000s of out-of-the-box connectors and creating new connectors takes hours instead of weeks or months.

Leading brand rely on Precog


Features Fivetran Matillion Airbyte
Add new analytics-ready connectors for any SaaS API in 1 hour with no coding Yes No No No
Fully AI-enabled Fully AI-enabled, meaning more accurate data, faster integrations No No No
Fixed, predictable annual pricing Yes Variable – based on rows processed Variable – based on usage  Variable – based on usage 
Load data directly into data warehouse Yes Yes Yes Yes
Data always up to date – delta loading and scheduling Yes, all connectors CDC enabled Some, not all; not in 'LITE" connectors Some, not all Some, not all
Automatically detects ALL your custom fields from any data source Yes No – requires manual updates to detect all custom fields  No – requires manual updates to detect all custom fields  No – requires manual updates to detect all custom fields 
Single solution that works with ALL your data sources Yes No – they can't add it quickly, in some case never No – they can't add it quickly, in some case never No – they can't add it quickly, in some case never
Works out-of-the-box with custom APIs your company built Yes No No No
2,000+ supported data sources  <600 <250 <250 <400