GLM 5.3 Prime vs Llama 4 Scout
Price, context window & benchmark comparison
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Compare different models
Verdict: Llama 4 Scout is 28.7× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix. Llama 4 Scout has the larger context window (1.3M vs 1M).
| GLM 5.3 Prime | Llama 4 Scout | |
|---|---|---|
| Input price / 1M | $2.80 | $0.10 |
| Output price / 1M | $8.80 | $0.30 |
| Blended price (3:1) | $4.30 | $0.15 |
| Cached input / 1M | $0.56 | — |
| Context window | 1M | 1.3M |
| Max output | 131K | 16K |
| Intelligence index | — | — |
| Coding index | — | 8.2 |
| Providers | 1 | 4 |
| Best provider uptime (30m) | 100.0% | 100.0% |
| Vision input | No | Yes |
| Reasoning | Yes | No |
| Tool calling | Yes | Yes |
| Released | 2026-09-23 | 2025-04-05 |
| Retirement | — | — |
Cost calculator
FAQ
Which is cheaper, GLM 5.3 Prime or Llama 4 Scout?
Llama 4 Scout is 28.7× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.
GLM 5.3 Prime vs Llama 4 Scout: which has a bigger context window?
GLM 5.3 Prime: 1,000,000 tokens. Llama 4 Scout: 1,310,720 tokens.
How much would 1 million requests cost?
At 2,000 input + 500 output tokens per request: GLM 5.3 Prime ≈ $10,000, Llama 4 Scout ≈ $350.00.
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