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/DeepSeek-Coder-V2-Lite-Instruct-GGUF
| GPU | Speed | VRAM | Basis |
|---|---|---|---|
| NVIDIA RTX PRO 6000 Blackwell Workstation Edition | 352.52 tok/s | 96GB | ✓ Measured |
| NVIDIA B300 | 340.53 tok/s | 288GB | ✓ Measured |
| NVIDIA B200 | 325.85 tok/s | 192GB | ✓ Measured |
| NVIDIA H200 | 312.1 tok/s | 141GB | ✓ Measured |
| NVIDIA H100 80GB HBM3 | 309.14 tok/s | 80GB | ✓ Measured |
| NVIDIA L40S | 257.64 tok/s | 48GB | ✓ Measured |
| NVIDIA A100 80GB SXM4 | 213.91 tok/s | 80GB | ✓ Measured |
| NVIDIA A100 40GB SXM4 | 205.42 tok/s | 40GB | Est. |
| NVIDIA A10G | 160.13 tok/s | 24GB | ✓ Measured |
| NVIDIA L4 | 110.11 tok/s | 24GB | ✓ Measured |
| NVIDIA T4 | 83.49 tok/s | 16GB | ✓ Measured |
NVIDIA RTX PRO 6000 Blackwell Workstation Edition is the fastest card we've measured running DeepSeek-Coder-V2-Lite, at 352.52 tok/s.
NVIDIA T4 ($2,299 MSRP) is the cheapest card on our bench that runs DeepSeek-Coder-V2-Lite, at 83.49 tok/s.