Implements a dedicated /stats page showing cross-run aggregate statistics: run overview with win rate, runs by game bar chart, encounter breakdowns, top caught/encountered pokemon rankings, mortality analysis with death causes, and type distribution. Backend endpoint uses aggregate SQL queries to avoid N+1 fetching. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>