Supermaven is an AI code completion tool that utilizes a 300,000 token context window to provide developers with high-quality code auto-completion. Its main advantages lie in its speed, high accuracy, and strong contextual understanding. Supermaven's background information is based on a deep learning model, designed to enhance programming efficiency.