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DeepSeek V3 vs Llama 4 Scout

SpecDeepSeek V3Llama 4 Scout
Respan Index12.8 (#154)10.8 (#156)
Blended price per 1M$0.175$0.15
Context window128K10M
Input / output per 1M$0.14 / $0.28$0.1 / $0.3
Max output8K-
Inputtexttext, vision
Released2024-12-262025-04-05

Respan Index by category

Each category is scored 0 to 100, and how far ahead the winner is. Leads under a point are close to even.

CategoryDeepSeek V3Llama 4 Scout
Coding3.3 DeepSeek V30.7* Llama 4 Scout
Agents5.2* DeepSeek V33.4* Llama 4 Scout
Reasoning16.8 DeepSeek V316.4 Llama 4 Scout
Knowledge & language5.9 DeepSeek V34.8 Llama 4 Scout
Human preference38.9 DeepSeek V334.3 Llama 4 Scout

* Estimated: no published scores in that category. How the Respan Index works

Benchmarks both report

DeepSeek V3 leads on 5 of the 5 benchmarks both report. Higher is better. Each score links to where it was published.

BenchmarkDeepSeek V3Llama 4 Scout
GPQA Diamond59.1%57.2%
MATH Level 5 (Epoch AI)64.9%62.3%
OTIS Mock AIME 2024-2025 (Epoch AI)15.8%7.8%
LMArena Elo13581321
MMLU-Pro75.9%74.3%

FAQ

Is DeepSeek V3 better than Llama 4 Scout?

DeepSeek V3 scores 12.8 on the Respan Index (#154), ahead of Llama 4 Scout at 10.8 (#156). DeepSeek V3 leads on 5 of the 5 benchmarks both report.

Which is cheaper, DeepSeek V3 or Llama 4 Scout?

DeepSeek V3 lists at $0.14 input and $0.28 output per 1M tokens; Llama 4 Scout at $0.1 and $0.3. Llama 4 Scout is 1.2x cheaper per token at list price.

Which has the larger context window?

DeepSeek V3 accepts 128K tokens and Llama 4 Scout 10M tokens.

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