iCloud Photos wins for iPhone-only households — it preserves Apple-specific formats (Live Photos, ProRes, Cinematic) perfectly, integrates with Shared Library for families, and costs less for small storage ($0.99 vs $2.99 for 50-100GB). Google Photos wins for cross-platform households, Android users, and anyone who needs superior semantic search to find specific photos years later.