NVIDIA RTX 6000 Ada~105 tok/s (Q4)

lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit speed on NVIDIA RTX 6000 Ada

Quantization-specific throughput and VRAM requirements for lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit running on NVIDIA RTX 6000 Ada.

Speed Snapshot

Topline estimate from compatibility data

Modellmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit

GPUNVIDIA RTX 6000 Ada

Q4 speed105 tok/s

Q4 VRAM required15GB

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	15GB	48GB	105 tok/s	✅ Fits
Q8	31GB	48GB	68 tok/s	✅ Fits
FP16	61GB	48GB	38 tok/s	❌ Not recommended