Python: The Optimization Ladder
Summary
The Optimization Ladder analyzes Python performance across CPython versions and multiple runtimes, comparing classic interpreters to JITs and compiled options. It presents benchmark results for n-body, spectral-norm, and a JSON pipeline, and provides practical guidance on which rung to climb based on workload, ecosystem, and development effort.