Two-Candidate Next-Word/Token Probability (Robust)

Compare P(A|context) vs P(B|context) from a pretrained causal LM (no fine-tuning).

• Proper tie handling and numerical guards.
• Optional length normalization (per-token).
• Use Swap to sanity-check symmetry.