GPT-4o vs Llama 4 Scout
Performance benchmarks + pricing comparison — updated April 2026
GPT-4o
OpenAIOpenAI's flagship multimodal model. Strong coding and reasoning at competitive pricing.
| Input | $2.50/M |
| Output | $10.00/M |
| Context | 128K tokens |
| Best For | General coding, multimodal tasks, chatbots |
| Benchmark | 75/100 |
Llama 4 Scout
MetaMeta's Llama 4 mid-tier multimodal model. Native multimodal with efficient inference.
| Input | $0.200/M |
| Output | $0.800/M |
| Context | 10M tokens |
| Best For | Multimodal applications, image + text tasks |
Cost Comparison by Scenario
Estimated cost per project with 30% cache hit rate. Actual costs may vary based on usage patterns.
| Scenario | GPT-4o | Llama 4 Scout | Savings |
|---|---|---|---|
| Small Script (1K lines) | $0.41 | $0.03 | Llama 4 Scout saves $0.38 (92%) |
| Medium Feature (10K lines) | $3.06 | $0.23 | Llama 4 Scout saves $2.83 (92%) |
| Large Project (50K lines) | $15.31 | $1.15 | Llama 4 Scout saves $14.16 (92%) |
| Code Review (5K lines) | $0.78 | $0.06 | Llama 4 Scout saves $0.73 (93%) |
Verdict
Llama 4 Scout wins on both price and performance — $0.200/M input with a benchmark score of N/A/100.
For most developers, this is the clear choice between these two models.
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