DeepSeek V3.2 Speciale vs QwQ-32B-Preview
DeepSeek vs Alibaba — benchmarks, pricing, and capabilities side by side.
- •DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 62.6)
- •QwQ-32B-Preview is cheaper ($0.15 vs $0.29 per 1M input)
- •DeepSeek V3.2 Speciale has a larger context window (164K)
| DeepSeek V3.2 Speciale | QwQ-32B-Preview | |
|---|---|---|
| Intelligence index | 89.9 | 62.6 |
| Developer | DeepSeek | Alibaba |
| Type | LLM | LLM |
| Access | Open weights | Open weights |
| Context window | 163,840 tokens | 32,768 tokens |
| Input price | $0.29 / 1M | $0.15 / 1M |
| Output price | $0.43 / 1M | $0.60 / 1M |
| Speed | — | 99 tok/s |
| Released | December 1, 2025 | November 28, 2024 |
| Parameters | — | 32500000000 |
| Input modalities | Text | — |
| Output modalities | Text | — |
Shared benchmarks
DeepSeek V3.2 Speciale
QwQ-32B-Preview
GPQA Diamond
87.1
65.2
Humanity’s Last Exam
26.1
4.8
LiveCodeBench
89.6
50
MMLU-Pro
86.3
64.8