RTX 3080~137 tok/s (Q4)

deepseek-ai/DeepSeek-R1 speed on RTX 3080

Quantization-specific throughput and VRAM requirements for deepseek-ai/DeepSeek-R1 running on RTX 3080.

Speed Snapshot

Topline estimate from compatibility data

Modeldeepseek-ai/DeepSeek-R1

GPURTX 3080

Q4 speed137 tok/s

Q4 VRAM required4GB

Data Source

Calculation and benchmark status

Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.

For full verdict logic and alternate GPUs, see the canonical compatibility page.

Quantization Speed Table

Quantization	VRAM needed	VRAM available	Speed	Verdict
Q4	4GB	10GB	137 tok/s	✅ Fits
Q8	7GB	10GB	84 tok/s	✅ Fits
FP16	15GB	10GB	44 tok/s	❌ Not recommended