DeepSeek V3.2 Speciale vs KAT-Coder-Pro V1
DeepSeek vs Kuaishou — benchmarks, pricing, and capabilities side by side.
- •DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 81.8)
- •DeepSeek V3.2 Speciale is cheaper ($0.29 vs $0.30 per 1M input)
| DeepSeek V3.2 Speciale | KAT-Coder-Pro V1 | |
|---|---|---|
| Intelligence index | 89.9 | 81.8 |
| Developer | DeepSeek | Kuaishou |
| Type | LLM | LLM |
| Access | Open weights | — |
| Context window | 163,840 tokens | — |
| Input price | $0.29 / 1M | $0.30 / 1M |
| Output price | $0.43 / 1M | $1.20 / 1M |
| Speed | — | 108 tok/s |
| Released | December 1, 2025 | November 11, 2025 |
| Parameters | — | — |
| Input modalities | Text | — |
| Output modalities | Text | — |
Shared benchmarks
DeepSeek V3.2 Speciale
KAT-Coder-Pro V1
AIME 2025
96.7
94.7
GPQA Diamond
87.1
76.4
Humanity’s Last Exam
26.1
33.4
LiveCodeBench
89.6
74.7
MMLU-Pro
86.3
81.3