Evaluating Stripe Ingestion Frameworks: Our Process, Benchmarks, and Findings
We evaluated six tools (Fivetran, Airbyte, Meltano, Estuary Flow, dlt, and Stripe Sigma) to determine the most effective way to ingest Stripe data. From real-time capabilities to developer flexibility, our hands-on testing revealed key trade-offs that every data team should consider.
The Stripe Modeling Guide We Wish We Had
From time zone confusion to tricky MRR logic and FX conversion delays, building reliable Stripe models takes more than a plug-and-play mindset. We break down what to watch for—and how to fix it using dbt.