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DeepSeek V3.2 Speciale vs KAT-Coder-Pro V2

DeepSeek vs Kuaishou — benchmarks, pricing, and capabilities side by side.

  • DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 85.5)
  • DeepSeek V3.2 Speciale is cheaper ($0.29 vs $0.30 per 1M input)
  • KAT-Coder-Pro V2 has a larger context window (256K)
DeepSeek V3.2 SpecialeKAT-Coder-Pro V2
Intelligence index89.985.5
DeveloperDeepSeekKuaishou
TypeLLMLLM
AccessOpen weightsAPI only
Context window163,840 tokens256,000 tokens
Input price$0.29 / 1M$0.30 / 1M
Output price$0.43 / 1M$1.20 / 1M
Speed108 tok/s
ReleasedDecember 1, 2025March 27, 2026
Parameters
Input modalitiesTextText
Output modalitiesTextText

Shared benchmarks

DeepSeek V3.2 Speciale
KAT-Coder-Pro V2
GPQA Diamond
87.1
85.5
Humanity’s Last Exam
26.1
16