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/phi-4-GGUF
| GPU | Speed | VRAM | Basis |
|---|---|---|---|
| NVIDIA RTX PRO 6000 Blackwell Workstation Edition | 165.43 tok/s | 96GB | ✓ Measured |
| NVIDIA B300 | 165.06 tok/s | 288GB | ✓ Measured |
| NVIDIA H200 | 139.97 tok/s | 141GB | ✓ Measured |
| NVIDIA H100 80GB HBM3 | 138.87 tok/s | 80GB | ✓ Measured |
| NVIDIA B200 | 135.21 tok/s | 192GB | ✓ Measured |
| NVIDIA L40S | 89.18 tok/s | 48GB | ✓ Measured |
| NVIDIA A100 80GB SXM4 | 82.68 tok/s | 80GB | ✓ Measured |
| NVIDIA A100 40GB SXM4 | 80.71 tok/s | 40GB | Est. |
| NVIDIA A10G | 43.56 tok/s | 24GB | ✓ Measured |
| NVIDIA L4 | 27.86 tok/s | 24GB | ✓ Measured |
| NVIDIA T4 | 16.04 tok/s | 16GB | ✓ Measured |
NVIDIA RTX PRO 6000 Blackwell Workstation Edition is the fastest card we've measured running Phi-4 14B (Q3_K_M), at 165.43 tok/s.
NVIDIA T4 ($2,299 MSRP) is the cheapest card on our bench that runs Phi-4 14B (Q3_K_M), at 16.04 tok/s.