Can I Run Qwen3-Coder on NVIDIA RTX PRO 6000 Blackwell?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 21 lipca 2026

Yes, comfortably — you'll have ~47.7 GB of headroom running Qwen3-Coder 80B-A3B (MoE) at Q4_K_M (48.3 GB, ~235 tok/s (est.)) with room for up to 64K context.

Buy This HardwareNVIDIA RTX PRO 6000 Blackwell 96GB — 96 GB VRAM · 600 W board powerDeploy in the Cloud NowNVIDIA A100 80GB on RunPod — from $1.39/hr · rate checked 2026-07

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NVIDIA RTX PRO 6000 Blackwell 96GB
96 GB VRAM · 600 W board power
Ceny w 2026 są niestabilne — sprawdź aktualną ofertę.
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NVIDIA RTX PRO 6000 Blackwell Specs

VRAM96 GB
Memory Bandwidth1792 GB/s

Qwen3-Coder 80B-A3B (MoE) on the NVIDIA RTX PRO 6000 Blackwell: VRAM by quantization

QuantVRAM neededFits 96 GB?Max context
F16162 GB✗ No
Q8_087 GB✓ Yes32K
Q6_K67.6 GB✓ Yes64K
Q5_K_M58.7 GB✓ Yes64K
Q4_K_M50.3 GB✓ Yes64K
Q3_K_M36.1 GB✓ Yes64K
Q2_K28.3 GB✓ Yes64K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 96 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Qwen3-Coder Sizes That Fit the NVIDIA RTX PRO 6000 Blackwell

Qwen3-Coder 80B-A3B (MoE)Q4_K_M · 48.3 GB · ~235 tok/s (est.)
Qwen3-Coder 8BQ4_K_M · 4.83 GB · ~173 tok/s (est.)
Buy vs. rent Qwen3-Coder
Buy the GPU
~$8,565
NVIDIA RTX PRO 6000 Blackwell · MSRP
Rent by the hour
from $0.77/hr
A100 (80 GB) class

At 2 hrs/day, buying (~$8,565) beats renting at $0.77/hr after about 15.4 years.

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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

Qwen3-Coder on the NVIDIA RTX PRO 6000 Blackwell — does it fit?

Yes, comfortably — you'll have ~47.7 GB of headroom running Qwen3-Coder 80B-A3B (MoE) at Q4_K_M (48.3 GB, ~235 tok/s (est.)) with room for up to 64K context.

Which Qwen3-Coder variant fits best on the NVIDIA RTX PRO 6000 Blackwell?

Qwen3-Coder 80B-A3B (MoE) at Q4_K_M quantization (48.3 GB), estimated ~235 tokens/sec, up to 64K context.

Every Qwen3-Coder size on the NVIDIA RTX PRO 6000 Blackwell

SizeVRAMVerdictSpeed
Qwen3-Coder 480B-A35B (MoE)289.8 GBDoes not fit
Qwen3-Coder 80B-A3B (MoE)48.3 GBRuns~235 tok/s
Qwen3-Coder 8B4.8 GBRuns~173 tok/s

Qwen3-Coder on Other GPUs

Popular Models on the NVIDIA RTX PRO 6000 Blackwell

VRAM Tier

Troubleshooting

Buying Guide

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