DeepSeek-V3.2-Exp is an experimental model introducing the groundbreaking DeepSeek Sparse Attention (DSA) mechanism for enhanced long-context processing efficiency. Built on V3.1-Terminus, DSA achieves fine-grained sparse attention while maintaining identical output quality. This delivers substantial computational efficiency improvements without compromising accuracy. Comprehensive benchmarks confirm V3.2-Exp matches V3.1-Terminus performance, proving efficiency gains don't sacrifice capability. As both a powerful tool and research platform, it establishes new paradigms for efficient long-context AI processing.
Input: Text
Output: Text
Providers
novita
Credits
Context164k
Max Output66k
Input$0.270/1M
Output$0.410/1M
Cache Read—
Cache Write—
Quick Start
Use DeepSeek V3.2 through Helicone's AI Gateway with automatic logging and monitoring.