DeepSeek V3.2 Speciale vs Qwen3-235B-A22B-Instruct-2507
DeepSeek vs Alibaba — benchmarks, pricing, and capabilities side by side.
- •DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 72.2)
- •Qwen3-235B-A22B-Instruct-2507 is cheaper ($0.15 vs $0.29 per 1M input)
- •DeepSeek V3.2 Speciale has a larger context window (164K)
| DeepSeek V3.2 Speciale | Qwen3-235B-A22B-Instruct-2507 | |
|---|---|---|
| Intelligence index | 89.9 | 72.2 |
| Developer | DeepSeek | Alibaba |
| Type | LLM | LLM |
| Access | Open weights | Open weights |
| Context window | 163,840 tokens | 131,072 tokens |
| Input price | $0.29 / 1M | $0.15 / 1M |
| Output price | $0.43 / 1M | $0.80 / 1M |
| Speed | — | 63 tok/s |
| Released | December 1, 2025 | July 22, 2025 |
| Parameters | — | 235000000000 |
| Input modalities | Text | — |
| Output modalities | Text | — |
Shared benchmarks
DeepSeek V3.2 Speciale
Qwen3-235B-A22B-Instruct-2507
AIME 2025
96.7
70.3
GPQA Diamond
87.1
77.5
Humanity’s Last Exam
26.1
10.6
LiveCodeBench
89.6
52.4
MMLU-Pro
86.3
83