Format Sensitivity Index Shows Tiny Prompt Tweaks Can Flip LLM Leaderboards
A new Format Sensitivity Index (FSI) reveals that swapping only whitespace or ordering in prompts can swing LLM benchmark scores enough to reverse leaderboard rankings. Coupled with a Schema Compliance Score, the study argues token‑controlled prompting is essential for fair model comparison.