A model that doesn't fit doesn't run slowly, it doesn't run. Here's every card from our bench, sorted by measured speed.
Weights: bartowski/Qwen_Qwen3-0.6B-GGUF
| GPU | Speed | VRAM | Basis |
|---|---|---|---|
| NVIDIA RTX PRO 6000 Blackwell Workstation Edition | 806.77 tok/s | 96GB | ✓ Measured |
| NVIDIA B300 | 742.64 tok/s | 288GB | ✓ Measured |
| NVIDIA H200 | 724.67 tok/s | 141GB | ✓ Measured |
| NVIDIA H100 80GB HBM3 | 710.97 tok/s | 80GB | ✓ Measured |
| NVIDIA L40S | 656.26 tok/s | 48GB | ✓ Measured |
| NVIDIA B200 | 596.73 tok/s | 192GB | ✓ Measured |
| NVIDIA A10G | 446.74 tok/s | 24GB | ✓ Measured |
| NVIDIA A100 80GB SXM4 | 432.66 tok/s | 80GB | ✓ Measured |
| NVIDIA A100 40GB SXM4 | 408.39 tok/s | 40GB | Est. |
| NVIDIA L4 | 356.93 tok/s | 24GB | ✓ Measured |
| NVIDIA T4 | 259.91 tok/s | 16GB | ✓ Measured |
NVIDIA RTX PRO 6000 Blackwell Workstation Edition is the fastest card we've measured running Qwen3-0.6B, at 806.77 tok/s.
NVIDIA T4 ($2,299 MSRP) is the cheapest card on our bench that runs Qwen3-0.6B, at 259.91 tok/s.