Create benchmark suite as recommended by Dr. Hayes

[jwalsh]

Skeptical Industry Veteran Review (Dr. Vivian Hayes)

This project needs a comprehensive benchmark suite to prove its value proposition against alternatives.

Requirements

• Create benchmarks comparing our implementation against:
  • Direct spaCy usage
  • Other popular spaCy wrappers
  • Standard NLP processing libraries
• Measure and report:
  • Performance (throughput, latency)
  • Memory usage
  • Developer productivity metrics
  • API usability scores

Expected Outcome

Quantitative evidence that our approach offers measurable benefits in either performance, maintainability, or developer productivity compared to alternatives.

This will address the fundamental question: 'Why build yet another spaCy wrapper when there are already plenty available?'