128 GB VRAM · Q4 native Amazon
M4 Ultra
Pros
- Runs Qwen3-Coder-Next 80B-A3B at Q4 natively
- 128 GB VRAM — adequate headroom
Local Engine Ready
Qwen3-Coder-Next 80B-A3B
3 consumer GPUs can run Qwen3-Coder-Next 80B-A3B at Q4 natively. Precise VRAM thresholds and benchmarks below.
3 Compatible GPUs
6 with offloading
80B params
262K context
Top pick
M4 Ultra · 128 GB VRAM runs Q4 natively
Prices and availability may change · affiliate link
Javier Morales AI hardware specialist — 8 years of experience
GitHub: github.com/javier-morales-ia
llama.cpp 0.2.x · CUDA 12 · ROCm 6 · updated monthly · methodology →
Execution Context
ARCHITECTURE TRANSFORMER
CONTEXT 262K TOKENS
QUANTIZATION 4-BIT GGUF
PROVIDER Alibaba
LICENSE Apache 2.0
VRAM REQUIREMENT
44 GB
4GB 8GB 12GB 16GB 24GB+
Hardware Decision
This model requires aFlagship GPU (48 GB+ VRAM)
Compatible GPUs for Qwen3-Coder-Next 80B-A3B
Best picks by compatibility, VRAM headroom, and value — prices and availability may change.
192 GB VRAM · Q4 native Amazon
M3 Ultra
Pros
- Runs Qwen3-Coder-Next 80B-A3B at Q4 natively
- 192 GB VRAM — adequate headroom
48 GB VRAM · Q4 native Amazon
M4 Max 48GB
Pros
- Runs Qwen3-Coder-Next 80B-A3B at Q4 natively
- 48 GB VRAM — adequate headroom
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How to run this model
Check if your GPU can run Qwen3-Coder-Next 80B-A3B →
VRAM Calculator — instant compatibility check
M4 Ultra
128 GB · Runs Q4 natively · Check availability
*Prices and availability may change. Some links are affiliate links.
System Requirements
GPU VRAM 44 GB High-end GPU
System RAM 66 GB
64 GB or more
Storage 40 GB Q4 · SSD recommended
CPU Any modern CPU GPU required
VRAM by Quantization
| Quantization | VRAM needed | Disk space | Quality |
|---|---|---|---|
| FP16 (max quality) | 176 GB | 160 GB | Maximum |
| Q8 (high quality) | 88 GB | 80 GB | Near-lossless |
| Q4 (recommended) Best balance | 44 GB | 40 GB | Recommended |
| Q2 (minimum) | 22 GB | 20 GB | Quality loss |
Model Details
| Developer | Alibaba |
| Parameters | 80B |
| Context window | 262,144 tokens |
| License | Apache 2.0 |
| Use cases | coding, reasoning, chat, analysis |
| Released | 2026-02 |
Install with Ollama
ollama run qwen3-coder-next Hugging Face
Qwen/Qwen3-Coder-Next Technical Requirements
Can your GPU run Qwen3-Coder-Next 80B-A3B?
Qwen3-Coder-Next 80B-A3B requires <strong class="text-primary-container">44 GB VRAM</strong> at Q4. 3 consumer GPUs meet this threshold. Below 8 GB or 42 GB you'll hit significant offload latency.
22GB Critical min
44GB Optimal Q4
88GB High Quality Q8
176GB Max FP16
Hardware Performance Matrix
3 Q4 native · 6 offload
| GPU Unit | VRAM | Compatibility | Est. Speed | Action |
|---|---|---|---|---|
| M4 Ultra | 128GB | Optimal | 45 tok/s | Calculate → |
| M3 Ultra | 192GB | Optimal | 38 tok/s | Calculate → |
| M4 Max 48GB | 48GB | Optimal | 20 tok/s | Calculate → |
| RTX 5090 | 32GB | Offload | — | Calculate → |
| RTX 4090 | 24GB | Offload | — | Calculate → |
| RTX 3090 | 24GB | Offload | — | Calculate → |
| RX 7900 XTX | 24GB | Offload | — | Calculate → |
| M4 Max 36GB | 36GB | Offload | — | Calculate → |
| M4 Pro | 24GB | Offload | — | Calculate → |
Recommended GPUs for Qwen3-Coder-Next 80B-A3B
Real Benchmarks
No Paid Reviews
Editorial Pick
Data-driven
Best picks by compatibility, VRAM headroom, and value — prices and availability may change.
M4 Ultra
128 GB VRAM
Q4 native
Check availability →
M3 Ultra
192 GB VRAM
Q4 native
Check availability →
M4 Max 48GB
48 GB VRAM
Q4 native
Check availability →
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Qwen3-Coder-Next 80B-A3B — Compatibility guide
Qwen3-Coder-Next 80B-A3B with 80B parameters only runs fully in multi-GPU or server configurations. Consider distilled versions if available. The VRAM calculator can help you find compatible alternatives.
Compare GPUs for Qwen3-Coder-Next 80B-A3B
Which GPU is worth it? Real specs and benchmarks side by side.
Compatible Hardware
GPUs that run Qwen3-Coder-Next 80B-A3B at Q4 — sorted by AI performance score.
Real Benchmarks
No Paid Reviews
Data-driven
Some links are Amazon affiliate links. We may earn a commission at no extra cost to you. Amazon cookies may last up to 24 hours after your click.
More Practical Alternatives
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Not sure which GPU you need for Qwen3-Coder-Next 80B-A3B?
The VRAM Calculator tells you exactly which quantization your hardware can handle.
M4 Ultra
Check availability
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