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/gemma-2-9b-it-GGUF
| GPU | Speed | VRAM | Basis |
|---|---|---|---|
| NVIDIA B300 | 202.22 tok/s | 288GB | ✓ Measured |
| NVIDIA B200 | 187.45 tok/s | 192GB | ✓ Measured |
| NVIDIA H200 | 180.47 tok/s | 141GB | ✓ Measured |
| NVIDIA H100 80GB HBM3 | 174.7 tok/s | 80GB | ✓ Measured |
| NVIDIA RTX PRO 6000 Blackwell Workstation Edition | 156.29 tok/s | 96GB | ✓ Measured |
| NVIDIA A100 80GB SXM4 | 108.68 tok/s | 80GB | ✓ Measured |
| NVIDIA A100 40GB SXM4 | 101.97 tok/s | 40GB | Est. |
| NVIDIA L40S | 88.87 tok/s | 48GB | ✓ Measured |
| NVIDIA A10G | 57.37 tok/s | 24GB | ✓ Measured |
| NVIDIA L4 | 33.8 tok/s | 24GB | ✓ Measured |
| NVIDIA T4 | 28.62 tok/s | 16GB | ✓ Measured |
NVIDIA B300 is the fastest card we've measured running gemma-2-9b, at 202.22 tok/s.
NVIDIA T4 ($2,299 MSRP) is the cheapest card on our bench that runs gemma-2-9b, at 28.62 tok/s.