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: facebook/sam-vit-base
| GPU | Speed | VRAM | Basis |
|---|---|---|---|
| NVIDIA B300 | 1719.59 images/min | 288GB | ✓ Measured |
| NVIDIA B200 | 1662.34 images/min | 192GB | ✓ Measured |
| NVIDIA H200 | 1469.34 images/min | 141GB | ✓ Measured |
| NVIDIA H100 80GB HBM3 | 1431.27 images/min | 80GB | ✓ Measured |
| NVIDIA RTX PRO 6000 Blackwell Workstation Edition | 1079.89 images/min | 96GB | ✓ Measured |
| NVIDIA L40S | 998.79 images/min | 48GB | ✓ Measured |
| NVIDIA A100 80GB SXM4 | 744.79 images/min | 80GB | ✓ Measured |
| NVIDIA A100 40GB SXM4 | 696.77 images/min | 40GB | Est. |
| NVIDIA A10G | 398.72 images/min | 24GB | ✓ Measured |
| NVIDIA L4 | 315.89 images/min | 24GB | ✓ Measured |
| NVIDIA T4 | 180.73 images/min | 16GB | ✓ Measured |
NVIDIA B300 is the fastest card we've measured running SAM ViT-Base, at 1719.59 images/min.
NVIDIA T4 ($2,299 MSRP) is the cheapest card on our bench that runs SAM ViT-Base, at 180.73 images/min.