Python Numbers Every Programmer Should Know

A comprehensive benchmark study reveals critical Python performance metrics across memory usage, operations, and frameworks. Key findings include significant object overhead (empty list: 56 bytes), dramatic speed differences between data structures (dict/set lookups 200x faster than list membership), and substantial JSON performance gains with orjson over stdlib. FastAPI doubles Django's throughput while async operations carry measurable overhead costs.