GLM 5.3 Prime vs Seed 1.6
Price, context window & benchmark comparison
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Compare different models
Verdict: Seed 1.6 is 6.3× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix. GLM 5.3 Prime has the larger context window (1M vs 262K).
| GLM 5.3 Prime | Seed 1.6 | |
|---|---|---|
| Input price / 1M | $2.80 | $0.25 |
| Output price / 1M | $8.80 | $2.00 |
| Blended price (3:1) | $4.30 | $0.69 |
| Cached input / 1M | $0.56 | — |
| Context window | 1M | 262K |
| Max output | 131K | 33K |
| Intelligence index | — | — |
| Coding index | — | — |
| Providers | 1 | — |
| Best provider uptime (30m) | 100.0% | — |
| Vision input | No | Yes |
| Reasoning | Yes | Yes |
| Tool calling | Yes | Yes |
| Released | 2026-09-23 | 2025-12-23 |
| Retirement | — | 2026-11-11 |
Cost calculator
FAQ
Which is cheaper, GLM 5.3 Prime or Seed 1.6?
Seed 1.6 is 6.3× cheaper than GLM 5.3 Prime on a typical 3:1 input/output mix.
GLM 5.3 Prime vs Seed 1.6: which has a bigger context window?
GLM 5.3 Prime: 1,000,000 tokens. Seed 1.6: 262,144 tokens.
How much would 1 million requests cost?
At 2,000 input + 500 output tokens per request: GLM 5.3 Prime ≈ $10,000, Seed 1.6 ≈ $1,500.
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