Question 1

Can RTX PRO 6000 Blackwell Server Edition 96GB run Qwen3-Coder-Next?

Accepted Answer

Yes, RTX PRO 6000 Blackwell Server Edition 96GB can run Qwen3-Coder-Next with a C grade (Runs well). Expected decode speed: 71.4 tok/s.

Question 2

How much VRAM does Qwen3-Coder-Next need?

Accepted Answer

Qwen3-Coder-Next (80B parameters) requires approximately 60.4 GB of memory with Q4_K_M quantization.

Question 3

What is the best quantization for Qwen3-Coder-Next?

Accepted Answer

The recommended quantization for Qwen3-Coder-Next is Q4_K_M, which balances quality and memory efficiency.

Workload	Grade	Fit	Decode	TTFT	Context
Agentic Coding	C	Runs well	71.4 tok/s	3944 ms	51K
Chat	C	Runs well	71.4 tok/s	1479 ms	13K
Coding	C	Runs well	71.4 tok/s	2711 ms	25K
RAG	C	Runs well	71.4 tok/s	4930 ms	51K
Reasoning	C	Runs well	71.4 tok/s	3204 ms	25K

Quant	Bits	VRAM	Quality	Fit
Q2_K	2	31.2 GB	Low	D37
Q3_K_S	3	39.2 GB	Low	D38
NVFP4	4

Can RTX PRO 6000 Blackwell Server Edition 96GB run Qwen3-Coder-Next?

Memory breakdown