GPUs & Macs › NVIDIA H200
NVIDIA H200: local LLM speed
1 measured result for the NVIDIA H200.
Measured results
| Model | Generate tok/s | Prompt tok/s | Quant | Backend | Test | Source |
|---|---|---|---|---|---|---|
| Llama 3.2 1B Instruct | 98.5 | 14,696 | Q4_K_M | llamafile | LocalScore avg | LocalScore details |
What fits on the NVIDIA H200
Fit assumes the whole model in GPU memory with ~8K context.
| Model | Best quant that fits | File | Expected tok/s |
|---|---|---|---|
| Qwen3.8-27B | Q8_0 | 29.0 GB | – estimate |
| gemma-4-12B-it | Q8_0 | 12.7 GB | – estimate |
| Qwen3.5-9B | Q8_0 | 9.5 GB | – estimate |
| Qwen3.5-4B | Q8_0 | 4.5 GB | – estimate |
| Qwen3.6-35B-A3B | Q8_0 | 36.9 GB | – estimate |
| Qwen3.8-Flash-Next | UD-IQ4_XS | 93.7 GB | – estimate |
| gemma-4-26B-A4B-it | Q8_0 | 26.9 GB | – estimate |
| GLM-5.3-Flash | UD-IQ3_XXS | 120.4 GB | – estimate |
| MiMo-V2.6-Distill-Qwen-9B | Q8_0 | 9.5 GB | – estimate |
| gemma-4-E4B-it | Q8_0 | 8.2 GB | – estimate |
| Muse-Glimmer-30B | Q8_0 | 29.6 GB | – estimate |
| Qwen3-4B | Q8_0 | 4.3 GB | – estimate |
| gemma-4-31B-it | Q8_0 | 32.6 GB | – estimate |
| gemma-4-26B-A4B-it-qat-q4_0-unquantized | UD-Q4_K_XL | 14.2 GB | – estimate |
Similar hardware
NVIDIA RTX PRO 6000 Blackwell Server Edition · NVIDIA H100 NVL · NVIDIA A40-48Q · NVIDIA RTX 5090 · NVIDIA RTX 4090 D · NVIDIA RTX 4090 · NVIDIA RTX 3090 Ti · NVIDIA RTX 3090