Lead story
Models & availability
Latest
Lead story
Models & availability
Latest
Launching DeepSeek-V3.2 & DeepSeek-V3.2-Speciale — Reasoning-first models built for agents! DeepSeek-V3.2: Official successor to V3.2-Exp. Now live on App, Web & API. DeepSeek-V3.2-Speciale: Pushing the boundaries of reasoning capabilities. API-only for now. Tech report: DeepSeek-V3.2 Tech Report - Hugging Face World-Leading Reasoning V3.2: Balanced inference vs. length. Your daily driver at GPT-5 level performance. V3.2-Speciale: Maxed-out reasoning capabilities. Rivals Gemini-3.0-Pro. Gold-Medal Performance: V3.2-Speciale attains gold-level results in IMO, CMO, ICPC World Finals & IOI 2025. Note: V3.2-Speciale dominates complex tasks but requires higher token usage. Currently API-only (no tool-use) to support community evaluation & research. Thinking in Tool-Use Introduces a new massive agent training data synthesis method covering 1,800+ environments & 85k+ complex instructions. DeepSeek-V3.2 is our first model to integrate thinking directly into tool-use, and also supports tool-use in both thinking and non-thinking modes. API Update V3.2: Same usage pattern as V3.2-Exp. …