A fairer comparison
Raw totals reward whichever conversation lasted longer. The comparison instead emphasizes ratios, timing distributions and per-participant behavior where those measures are meaningful.
- Who starts and sustains conversations
- Typical reply speed instead of a few extreme delays
- Questions, affection and consistency signals
- Changes across comparable time periods