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DeepSeek V3.2 Speciale vs Llama 3.1 405B Instruct

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

  • DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 60.9)
  • DeepSeek V3.2 Speciale is cheaper ($0.29 vs $0.89 per 1M input)
  • DeepSeek V3.2 Speciale has a larger context window (164K)
DeepSeek V3.2 SpecialeLlama 3.1 405B Instruct
Intelligence index89.960.9
DeveloperDeepSeekMeta
TypeLLMLLM
AccessOpen weightsOpen weights
Context window163,840 tokens128,000 tokens
Input price$0.29 / 1M$0.89 / 1M
Output price$0.43 / 1M$0.89 / 1M
Speed100 tok/s
ReleasedDecember 1, 2025July 23, 2024
Parameters405000000000
Input modalitiesText
Output modalitiesText

Shared benchmarks

DeepSeek V3.2 Speciale
Llama 3.1 405B Instruct
AIME 2025
96.7
3
GPQA Diamond
87.1
50.7
Humanity’s Last Exam
26.1
4.2
LiveCodeBench
89.6
30.5
MMLU-Pro
86.3
73.3