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Llama 4 Scout vs GPT-4o
A detailed comparison of Llama 4 Scout (Meta) and GPT-4o (OpenAI) across pricing, performance, and features.
Pricing Comparison
| Metric | Llama 4 Scout | GPT-4o | Difference |
|---|---|---|---|
| Input / 1M tokens | $0.18 | $2.50 | +1289% |
| Output / 1M tokens | $0.63 | $10.00 | +1487% |
| Context window | 10M | 128K | — |
| Max output | 32K | 16.384K | — |
Benchmark Comparison
| Benchmark | Llama 4 Scout | GPT-4o |
|---|---|---|
| MMLU-Pro | 74.2% | 80.5% |
| HumanEval | 86% | 91% |
| GPQA | — | 64.2% |
Capabilities
| Capability | Llama 4 Scout | GPT-4o |
|---|---|---|
| audio | ✗ | ✓ |
| code | ✓ | ✓ |
| text | ✓ | ✓ |
| tool-use | ✗ | ✓ |
| vision | ✓ | ✓ |
Llama 4 Scout Strengths
- ✓10M token context — largest available
- ✓Open-source
- ✓Ultra cheap via API providers
Llama 4 Scout Weaknesses
- ✗Lower benchmarks than Maverick
- ✗Limited tool-use support
GPT-4o Strengths
- ✓Well-established and reliable
- ✓Large ecosystem of tools and integrations
GPT-4o Weaknesses
- ✗Being superseded by GPT-5 series
- ✗Higher price than newer, better alternatives
Quick Verdict
Best value: Llama 4 Scout is the more affordable option at $0.18/$0.63 per 1M tokens.
Higher benchmarks: Llama 4 Scout scores higher on average across available benchmarks (80.1% avg).
Larger context: Llama 4 Scout supports 10M tokens.
Choose Llama 4 Scout if cost matters most. Choose GPT-4o if you need the best possible quality for complex tasks.