Comment by broner

My workload is 100% read. Querying zstd parquet on s3 standard. Neither clickhouse nor duckdb has a great s3 driver, which is why smart people like https://www.boilingdata.com/ wrote their own. I compared a handful of queries and found DuckDB makes a lot of round trips and Clickhouse takes the opposite approach and just reads the entire parquet file.