Can Ryzen AI Max+ 395 128GB run Qwen3-Coder-Next?

AMD · 96 GB LPDDR5X · 215 GB/s bandwidth · Alibaba · 79.7B (active 3B) · MoE · model ctx up to 256K

ROCM

Yes — the Ryzen AI Max+ 395 128GB (96 GB LPDDR5X) can run Qwen3-Coder-Next. At Q4 with the default 8K context it needs ≈ 44.91 GB VRAM (weights 43.84 GB + KV cache 0.08 GB + 1 GB runtime overhead), which fits within 96 GB. Decode at Q4/8K: ≈ 45.6 tok/s (estimated, batch 1). FP16 needs ≈ 160.47 GB — does not fit on this card. Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.

Fit & speed by quant and context

Quant	Context	VRAM needed	Fits?	tok/s (decode)
Q4	4K	44.87 GB	Yes	45.6 est.
Q4	8K default	44.91 GB	Yes	45.6 est.
Q4	32K	45.14 GB	Yes	45.6 est.
FP16	4K	160.44 GB	No	12.8 est.
FP16	8K default	160.47 GB	No	12.8 est.
FP16	32K	160.7 GB	No	12.8 est.

Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s means the model is far beyond this card (offload-only territory).

VRAM breakdown at 8K context

Quant	Weights	KV cache	Overhead	Total needed	Ryzen AI Max+ 395 128GB VRAM
Q4	43.84 GB	0.08 GB	1 GB	44.91 GB	96 GB
FP16	159.4 GB	0.08 GB	1 GB	160.47 GB	96 GB

Other GPUs that run Qwen3-Coder-Next

• B200 192GB SXM — ≈1697.0 tok/s Q4 est.
• MI300X 192GB — ≈1124.2 tok/s Q4 est.
• H200 141GB SXM5 — ≈1018.2 tok/s Q4 est.
• H100 80GB SXM5 — ≈710.6 tok/s Q4 est.
• Gaudi 3 128GB — ≈694.9 tok/s Q4 est.
• A100 80GB SXM4 — ≈432.5 tok/s Q4 est.
• RTX 6000 Ada 48GB — ≈203.6 tok/s Q4 est.
• L40S 48GB — ≈183.3 tok/s Q4 est.

All GPUs for Qwen3-Coder-Next →

Other models for the Ryzen AI Max+ 395 128GB

• MiniCPM5-1B — ≈126.7 tok/s Q4 est.
• Qwen3.5-2B — ≈68.4 tok/s Q4 est.
• DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx — ≈59.5 tok/s Q4 est.
• Qwen3.6-35B-A3B — ≈45.6 tok/s Q4 est.
• Qwen3.5-35B-A3B — ≈45.6 tok/s Q4 est.
• GLM-4.7-Flash — ≈45.6 tok/s Q4 est.
• Qwen3-30B-A3B-Instruct-2507 — ≈45.6 tok/s Q4 est.
• Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16 — ≈45.6 tok/s Q4 est.

All models on the Ryzen AI Max+ 395 128GB →