GPUs & Macs › NVIDIA A10
NVIDIA A10: local LLM speed
3 measured results for the NVIDIA A10.
Measured results
| Model | Generate tok/s | Prompt tok/s | Quant | Backend | Test | Source |
|---|---|---|---|---|---|---|
| Llama 3.2 1B Instruct | 93.5 | 8,777 | Q4_K_M | llamafile | LocalScore avg | LocalScore details |
| Llama 3.1 8B Instruct | 36.5 | 2,085 | Q4_K_M | llamafile | LocalScore avg | LocalScore details |
| Qwen2.5 14B Instruct | 19.9 | 1,133 | Q4_K_M | llamafile | LocalScore avg | LocalScore details |
What fits on the NVIDIA A10
Estimates for this chip are scaled from a measured run: Llama 3.1 8B Instruct Q4_K_M at 36.5 tok/s (llamafile, source). Fit assumes the whole model in GPU memory with ~8K context.
| Model | Best quant that fits | File | Expected tok/s |
|---|---|---|---|
| Qwen3.8-27B | UD-Q6_K | 22.0 GB | 8.2 estimate |
| gemma-4-12B-it | Q8_0 | 12.7 GB | 14.2 estimate |
| Qwen3.5-9B | Q8_0 | 9.5 GB | 18.9 estimate |
| Qwen3.5-4B | Q8_0 | 4.5 GB | 40.1 estimate |
| Qwen3.6-35B-A3B | UD-Q4_K_S | 20.9 GB | 50.2 estimate |
| gemma-4-26B-A4B-it | UD-Q5_K_M | 21.2 GB | 27.6 estimate |
| MiMo-V2.6-Distill-Qwen-9B | Q8_0 | 9.5 GB | 18.8 estimate |
| gemma-4-E4B-it | Q8_0 | 8.2 GB | 21.9 estimate |
| Muse-Glimmer-30B | UD-Q5_K_M | 19.2 GB | 9.4 estimate |
| Qwen3-4B | Q8_0 | 4.3 GB | 42.0 estimate |
| gemma-4-31B-it | Q5_K_M | 21.7 GB | 8.3 estimate |
| gemma-4-26B-A4B-it-qat-q4_0-unquantized | UD-Q4_K_XL | 14.2 GB | 41.0 estimate |
| gemma-4-12B-it-qat-q4_0-unquantized | UD-Q4_K_XL | 6.7 GB | 26.7 estimate |
| gemma-3-1b-it | Q8_0 | 1.1 GB | 150 estimate |
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