DeepSeek: DeepSeek V3.2
Model Type
Proprietary Model
API access only
Recommended Use Cases
Text Generation
Try DeepSeek V3.2
The official successor to DeepSeek-V3.2-Exp, designed as a balanced daily-driver model with GPT-5 level performance (December 2025). V3.2 combines efficient reasoning with full tool-calling support for agentic workflows.
Per DeepSeek:
DeepSeek-V3.2: Balanced inference vs. length. Your daily driver at GPT-5 level performance.
Role in V3.2 Series
V3.2 is the production-ready model in the series, balancing reasoning capabilities with practical features like tool-calling and agentic task support. Unlike V3.2-Speciale (which maximizes reasoning at higher token cost), V3.2 is optimized for everyday use.
Key Features
- Architecture: 685B MoE with DeepSeek Sparse Attention (DSA)
- Context Window: 128K tokens
- Tool Calling: Full support with thinking-in-tool-use capability
- License: MIT
Key Innovations
- DeepSeek Sparse Attention (DSA): Reduces computational complexity while preserving performance in long-context scenarios
- Scalable RL Framework: Post-training compute scaling enables GPT-5 level performance
- Agentic Task Synthesis Pipeline: Training data from 1,800+ environments and 85k+ complex instructions
Availability
- DeepSeek Chat (web/app)
- DeepSeek API
- Open weights on HuggingFace