NVIDIA RTX 6000 Ada~38 tok/s (Q4)

Qwen/Qwen3-Coder-Next speed on NVIDIA RTX 6000 Ada

Quantization-specific throughput and VRAM requirements for Qwen/Qwen3-Coder-Next running on NVIDIA RTX 6000 Ada.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/Qwen3-Coder-Next

GPUNVIDIA RTX 6000 Ada

Q4 speed38 tok/s

Q4 VRAM required45GB

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	45GB	48GB	38 tok/s	✅ Fits
Q8	90GB	48GB	24 tok/s	❌ Not recommended
FP16	179GB	48GB	15 tok/s	❌ Not recommended