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GPT-4o vs Llama 4 Scout: Pricing, Benchmarks & Verdict (2026)

Verdict

Llama 4 Scout is significantly cheaper at $0.10/$0.30 per million tokens vs $2.50/$10.00. GPT-4o is stronger for coding with a coding ELO of 1265 vs 1230. Llama 4 Scout offers a larger 10486K context window vs 128K.

Side-by-Side Comparison

FeatureGPT-4oLlama 4 Scout
ProviderOpenAIMeta
Input Price / 1M tokens$2.50$0.100
Output Price / 1M tokens$10.00$0.300
Context Window128K10.48576M
Max Output Tokens16,38432,768
Arena ELO1,2601,250
Coding ELO1,2651,230
TTFT (ms)230200
Tokens/sec95110
MultimodalYesYes
JSON ModeYesYes
Function CallingYesYes
VisionYesYes
When to Use GPT-4o

Choose GPT-4o when you need: fast response times, strong multimodal capabilities, code execution support. It excels at general-purpose, multimodal, function-calling tasks.

Strengths:

  • Fast response times
  • Strong multimodal capabilities
  • Code execution support

Best for:

general-purposemultimodalfunction-calling
When to Use Llama 4 Scout

Choose Llama 4 Scout when you need: 10m token context window, very affordable, open-source and self-hostable, good general performance. It excels at long-context, chatbots, cost-sensitive, open-source tasks. It is also the more cost-effective option between the two. Its 10486K context window is larger, making it better for long-document processing.

Strengths:

  • 10M token context window
  • Very affordable
  • Open-source and self-hostable
  • Good general performance

Best for:

long-contextchatbotscost-sensitiveopen-source

Frequently Asked Questions

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