DeepSeek V3.2 Speciale vs Qwen3 VL 235B A22B
DeepSeek vs Alibaba — benchmarks, pricing, and capabilities side by side.
- •DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 78.4)
- •DeepSeek V3.2 Speciale is cheaper ($0.29 vs $0.80 per 1M input)
| DeepSeek V3.2 Speciale | Qwen3 VL 235B A22B | |
|---|---|---|
| Intelligence index | 89.9 | 78.4 |
| Developer | DeepSeek | Alibaba |
| Type | LLM | LLM |
| Access | Open weights | — |
| Context window | 163,840 tokens | — |
| Input price | $0.29 / 1M | $0.80 / 1M |
| Output price | $0.43 / 1M | $6.20 / 1M |
| Speed | — | 34 tok/s |
| Released | December 1, 2025 | September 23, 2025 |
| Parameters | — | — |
| Input modalities | Text | — |
| Output modalities | Text | — |
Shared benchmarks
DeepSeek V3.2 Speciale
Qwen3 VL 235B A22B
AIME 2025
96.7
88.3
GPQA Diamond
87.1
77.2
Humanity’s Last Exam
26.1
10.1
LiveCodeBench
89.6
64.6
MMLU-Pro
86.3
83.6