ClickHouse uses a proprietary storage format developed before open standards like Parquet existed, requiring data duplication from other systems. The authors question whether a modern real-time analytics engine built natively on open formats like Parquet could match ClickHouse's performance, and introduce Pivot, an open-source database that achieves comparable or better speed while using standardized formats.