DeepSeek V3.2 Official Version: Enhanced Agent Capabilities, Incorporating Reasoning and Deduction

DeepSeek officially released DeepSeek-V3.2, including a standard version and a special version with enhanced long-thinking capabilities. The standard version balances inference power and output efficiency, reaching the GPT-5 level; the special version has won gold medals in international competitions such as IMO and ICPC, with inference capabilities comparable to Gemini-3.0-Pro. The upgrade marks the first time that thinking and tool invocation have been integrated, achieving the highest level of open-source models in Agent evaluations.