Is Spark Overkill for Most Pipelines? The Rise of DuckDB and Polars
Spark’s fixed costs dominate small jobs. How DuckDB, Polars and Spark itself changed in 2026, with independent benchmarks, real AWS and Databricks prices, and where Spark is not overkill.