Aeion Singularity vs Fivetran & Airbyte
Discover why enterprise IT teams are abandoning complex external ETL platforms, punishing volumetric pricing, and manual Python scripts for a natively integrated, Universal Data Import Hub.
Calculate Your Migration Savings
Interactive component demonstrating the savings for a 12-person data team syncing ~10 million Monthly Active Rows across their CRM, commerce, and finance connectors on Fivetran — roughly $5,000/month in MAR fees, or $60,000/year, before the ~$40,000 one-time consulting spend to script the initial migration. Move that same onboarding into Aeion (see /plans for module pricing) and the recurring MAR charges disappear entirely — because Singularity doesn't meter rows — plus you skip the migration consulting bill because the Visual Field Mapper runs the extract, transform, and load natively inside the OS.
Decisive Architectural Advantages
Stop paying a toll on your own data.
The End of Volumetric Pricing
Platforms like Fivetran penalize you for having a lot of data. Moving 10 million rows of historical sales data can cost thousands of dollars in a single month. Aeion OS believes your data belongs to you. The Singularity module is a core platform feature. You pay $0 to migrate 10 rows or 10 billion rows.
Native OS Validation
External ETL tools blindly push data into your database. If a row violates a strict application constraint, it breaks your app. Singularity runs inside the Aeion Kernel. Before a row is committed to PostgreSQL, it passes through the exact same Zod validation schemas that the standard API uses, guaranteeing perfect structural integrity.
No dbt Required for Transformation
Typical ELT pipelines extract and load raw data, requiring you to pay for another tool (like dbt) to transform it using complex SQL. Singularity handles Extract, Transform, and Load natively. Apply visual Transformers (e.g., `uppercase`, `parse_currency`, `extract_email`) directly in the UI to clean data *before* it hits the database.
Relational Awareness
Airbyte doesn't understand your business logic. If you import a CSV of products, it doesn't know how to link them to categories. Singularity's Multi-Collection Field Mapper allows you to split a single incoming row into multiple native OS collections automatically, resolving the relational foreign keys intelligently during the batch insert.
Migrate without paying a volumetric toll.
Singularity replaces the usual pattern of hiring a consulting agency to script a legacy CRM or e-commerce migration by hand, or paying an ETL vendor per-row "Monthly Active Row" fees every time a sync runs. Connect a native connector, use the Visual Field Mapper to line up fields, and attach data transformers to clean up messy values like phone numbers — the import runs natively inside the OS Kernel at no added cost, regardless of record volume.
Frequently Asked Questions
No. The Visual Field Mapper is designed for business operators. You literally drag lines from your old columns to the new Aeion fields, click preview, and hit execute.
Singularity includes 102 native connectors. We cover major CRMs (Salesforce, Hubspot), Commerce (Shopify, BigCommerce), Finance (NetSuite, QuickBooks), HRIS (Workday), and Analytics (Mixpanel), plus universal support for any CSV, JSON, or XML file.
Where Fivetran & Airbyte Still Win
Singularity and the external ETL platforms solve different problems, and being honest about the boundary is the fastest way to know which one you actually need.
Abandon the Data Tollbooth
Migrate your business effortlessly with a native, zero-fee ETL engine.