DeepSeek V3.2 Speciale vs QwQ-32B
DeepSeek vs Alibaba — benchmarks, pricing, and capabilities side by side.
- •DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 67.8)
- •DeepSeek V3.2 Speciale is cheaper ($0.29 vs $0.70 per 1M input)
| DeepSeek V3.2 Speciale | QwQ-32B | |
|---|---|---|
| Intelligence index | 89.9 | 67.8 |
| Developer | DeepSeek | Alibaba |
| Type | LLM | LLM |
| Access | Open weights | Open weights |
| Context window | 163,840 tokens | — |
| Input price | $0.29 / 1M | $0.70 / 1M |
| Output price | $0.43 / 1M | $1.00 / 1M |
| Speed | — | 31 tok/s |
| Released | December 1, 2025 | March 5, 2025 |
| Parameters | — | 32500000000 |
| Input modalities | Text | — |
| Output modalities | Text | — |
Shared benchmarks
DeepSeek V3.2 Speciale
QwQ-32B
AIME 2025
96.7
29
GPQA Diamond
87.1
65.2
Humanity’s Last Exam
26.1
8.2
LiveCodeBench
89.6
63.4
MMLU-Pro
86.3
76.4