The first red flag is that Mark's benchmarks look very different for kdb, even though his ClickHouse times are similar to Clemens. Looking over the queries, he

The first red flag is that Mark's benchmarks look very different for kdb, even though his ClickHouse times are similar to Clemens. Looking over the queries, he made some... interesting changes that have him benchmarking oranges to apples.