Migrate your SQL data pipeline from Fivetran to dlt

Migrate your SQL data pipeline from Fivetran to dlt, an open-source tool, is crucial for organizations looking to reduce costs and improve speed in their data ingestion processes. While Fivetran excels in ease of use and built-in logging, dlt offers significant advantages such as cost-effectiveness, customization, transformation capabilities, granularity, and control. The cost of syncing 4 tables with 50k rows every 6 hours in Fivetran can be prohibitively high, whereas dlt is free regardless of data size. dlt's scalability through iterators, chunking, and parallelization enables faster performance compared to Fivetran. A case study by Yummy.eu showed a cost reduction of 182x and loads 10x faster using dlt. To migrate from Fivetran to dlt, pause the existing pipeline, initialize a new dlt pipeline with incremental loading, set up the pipeline, run it, and create a unified view that combines data from both sources. The methodology ensures a smooth transition of the data pipeline while considering metadata nuances between Fivetran and dlt. For organizations looking to migrate from another vendor to the open-source standard dlt, a paid drop-in replacement service is available.