DeepSeek V3.2 Exp

DeepSeek V3.2 Exp is a 671-billion-parameter mixture-of-experts language model with 37 billion activated parameters and a 163,840-token context window.

Strengths

Handles long-context tasks and complex reasoning across code, mathematics, and general text with the efficiency of sparse activation.

Best for

Applications requiring extended context, code generation, and analytical tasks where a balance between capability and inference speed matters.

Limitations

Superseded by DeepSeek V4 Pro in April 2026, which offers a larger context window and upgraded architecture; V4 Flash provides a faster, cheaper alternative for many workloads.