Web Reference: DuckDB vs Spark vs SQLite vs Polars (2025) — I benchmark ingest speed, query latency, memory use, and ease-of-use across local analytics stacks. Dec 12, 2024 · Migrating off of Spark is all hype: I think the whole narrative that you should consider replacing your Spark workloads with DuckDB or Polars if your data is small is all hype. Oct 12, 2025 · This article is a deep, end-to-end look at: what DuckDB actually is, how it differs from Spark in architecture and execution, real-world benchmark patterns, when to pick which tool, patterns...
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