Insight

Benchmarking that stands scrutiny

How to keep competitive studies fair, reproducible, and defensible.

Summary

How to keep competitive studies fair, reproducible, and defensible.

Takeaways

  • Clear assumptions and fixed scripts improve reproducibility.
  • Design decisions should reflect QoE outcomes, not just raw counters.
  • Document integrity checks and QA gates in every report.