DeepSeek: DeepSeek V3.2

DeepSeek V3.2 is a text-in, text-out model from DeepSeek with a 131,072-token context window and a 64,000-token output ceiling. It accepts text input only, supports tool use and reasoning, and has no confirmed structured output support based on available data. On price, it sits at $0.2288 per million input tokens and $0.3432 per million output tokens, which is low relative to many frontier offerings. The catch is that there is currently no independent benchmark coverage to validate its real-world performance, so buyers are working without a quality baseline. It is a reasonable shortlist candidate for teams running high-volume text workloads on a tight budget, provided they are willing to run their own evaluations before committing, since the absence of benchmark data makes direct quality comparisons with better-documented models impossible at this stage.