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DeepSeek V3.2 Speciale vs Llama 3.1 8B Instruct

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

  • DeepSeek V3.2 Speciale has the higher intelligence index (89.9 vs 45)
  • Llama 3.1 8B Instruct is cheaper ($0.02 vs $0.29 per 1M input)
  • DeepSeek V3.2 Speciale has a larger context window (164K)
DeepSeek V3.2 SpecialeLlama 3.1 8B Instruct
Intelligence index89.945
DeveloperDeepSeekMeta
TypeLLMLLM
AccessOpen weightsOpen weights
Context window163,840 tokens131,072 tokens
Input price$0.29 / 1M$0.02 / 1M
Output price$0.43 / 1M$0.05 / 1M
Speed2047 tok/s
ReleasedDecember 1, 2025July 23, 2024
Parameters
Input modalitiesTextText
Output modalitiesTextText

Shared benchmarks

DeepSeek V3.2 Speciale
Llama 3.1 8B Instruct
AIME 2025
96.7
4.3
GPQA Diamond
87.1
30.4
Humanity’s Last Exam
26.1
5.1
LiveCodeBench
89.6
11.6
MMLU-Pro
86.3
48.3