Developed and integrated comprehensive performance benchmark data for nine AWS instance types within the ClickHouse/ClickBench repository, focusing on enabling direct performance comparisons across both current and previous-generation cloud hardware. Leveraged cloud computing expertise and data analysis skills to capture and process benchmark results using the official hardware.sh script, covering Graviton4 (ARM), Intel Granite Rapids with local NVMe, and providing historical context from Graviton3 and Ice Lake. The work, implemented in JSON, enhanced ClickBench’s capacity for user-facing evaluation, supporting informed decisions in capacity planning, performance tuning, and cloud migration strategies, with full traceability maintained through detailed commit documentation.