This notebook provides a comprehensive GPU market analysis for November 2025, comparing NVIDIA's RTX 50-series and AMD's RX 9000-series, along with previous generation cards. It details performance benchmarks, pricing, power consumption, and optimal use cases for 22 graphics cards. The analysis identifies top performers, best value GPUs for 4K and 1440p gaming, most energy-efficient options, and best GPUs for AI/ML training and 3D rendering, offering tailored recommendations by user profile.