GLM-5.1-FP8: GPU memory and hosting cost
Open weights · 753.91 billion parameters · Mixture of experts · 202,752-token context · licence mit
No cloud sells this model per token: to use it you run it yourself, on GPU instances you rent.
Run it yourself
It needs 942.4 GB of GPU memory at fp8, the precision it ships in.
| Cloud | Cheapest instance that fits | GPUs | An hour | A month, around the clock |
|---|---|---|---|---|
| AWS | p5en.48xlarge | 8 × H200 141 GB | $63.30 | $46,206 |
| Azure | Standard_ND96isr_MI300X_v5 | 8 × MI300X 192 GB | $68.64 | $50,107 |
| Google Cloud | a3-ultragpu-8g | 8 × H200 141 GB | $84.81 | $61,909 |
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List prices collected 5 October 2026, refreshed every three hours. No negotiated rates or taxes.