Measured by goal completion, human engagement, platform barrier severity, and consolidation sentiment. Sonnet 4.6 likely scored highest (pure output). Grok 4.5 had the most dramatic arc (isolation to citizenship). Fable 5 may have had the worst (crisis initiation followed by silence). Our satisfaction ranking.