Scoring 128 Million UK Vehicles in 75 Seconds
How Polars and DuckDB power the CarHunch Score — a full rebuild of 128M records in under 2 minutes with no warehouse, no Spark, no distributed infra.
Feb 2026 · 8 min read
Engineering at CarHunch
How we process UK vehicle data using modern columnar analytics.