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Llama 4 Scout

2 consumer GPUs can run Llama 4 Scout at Q4 natively. Precise VRAM thresholds and benchmarks below.

2 Compatible GPUs
3 with offloading
109B params
10000K context
Top pick
M4 Ultra · 128 GB VRAM runs Q4 natively

Prices and availability may change · affiliate link

Javier Morales
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 10000K TOKENS
QUANTIZATION 4-BIT GGUF
PROVIDER Meta
LICENSE Llama 4
VRAM REQUIREMENT
60 GB
4GB 8GB 12GB 16GB 24GB+
Hardware Decision

This model requires aFlagship GPU (48 GB+ VRAM)

Minimum

M4 Ultra

Runs at Q4 — functional, some wait

128 GB VRAM
View compatible setup
Balanced

M3 Ultra

Best value for daily use

192 GB VRAM
View compatible setup
Optimal

M4 Ultra

Full quality, fastest inference

128 GB VRAM
View compatible setup

Compatible GPUs for Llama 4 Scout

Best picks by compatibility, VRAM headroom, and value — prices and availability may change.

M4 Ultra
128 GB VRAM · Q4 native Amazon

M4 Ultra

0.0 (0 reviews)

Pros

  • Runs Llama 4 Scout at Q4 natively
  • 128 GB VRAM — adequate headroom
M3 Ultra
192 GB VRAM · Q4 native Amazon

M3 Ultra

0.0 (0 reviews)

Pros

  • Runs Llama 4 Scout at Q4 natively
  • 192 GB VRAM — adequate headroom
See M3 Ultra on Amazon →
RTX 5090
32 GB VRAM · Offloading Amazon

RTX 5090

4.0 (61 reviews)

Pros

  • Works via CPU offloading
  • 32 GB VRAM — adequate headroom

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*Prices and availability may change. Some links are affiliate links.

System Requirements

GPU VRAM 60 GB High-end GPU
System RAM 90 GB 64 GB or more
Storage 54.5 GB Q4 · SSD recommended
CPU Any modern CPU GPU required

VRAM by Quantization

Quantization VRAM needed Disk space Quality
FP16 (max quality) 239.8 GB 218 GB Maximum
Q8 (high quality) 119.9 GB 109 GB Near-lossless
Q4 (recommended) Best balance 60 GB 54.5 GB Recommended
Q2 (minimum) 30 GB 27.3 GB Quality loss

Model Details

Developer Meta
Parameters 109B
Context window 10,000,000 tokens
License Llama 4
Use cases chat, reasoning, vision, analysis
Released 2025-04

Install with Ollama

ollama run llama4:scout

Hugging Face

meta-llama/Llama-4-Scout-17B-16E
View on HF →
Technical Requirements

Can your GPU run Llama 4 Scout?

Llama 4 Scout requires <strong class="text-primary-container">60 GB VRAM</strong> at Q4. 2 consumer GPUs meet this threshold. Below 8 GB or 58 GB you'll hit significant offload latency.

30GB Critical min
60GB Optimal Q4
119.9GB High Quality Q8
239.8GB Max FP16

Hardware Performance Matrix

2 Q4 native · 3 offload

GPU Unit VRAM Compatibility Est. Speed Action
M4 Ultra 128GB Optimal 45 tok/s Calculate →
M3 Ultra 192GB Optimal 38 tok/s Calculate →
RTX 5090 32GB Offload Calculate →
M4 Max 48GB 48GB Offload 20 tok/s Calculate →
M4 Max 36GB 36GB Offload Calculate →

Recommended GPUs for Llama 4 Scout

Real Benchmarks
No Paid Reviews
Editorial Pick
Data-driven

Best picks by compatibility, VRAM headroom, and value — prices and availability may change.

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.

Llama 4 Scout — Compatibility guide

Llama 4 Scout with 109B 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 Llama 4 Scout

Which GPU is worth it? Real specs and benchmarks side by side.

Compatible Hardware

GPUs that run Llama 4 Scout at Q4 — sorted by AI performance score.

Real Benchmarks
No Paid Reviews
Data-driven
M4 Ultra

Apple · 128 GB VRAM

Q4 OK
45 tok/s > $1000
M3 Ultra

Apple · 192 GB VRAM

Q4 OK
38 tok/s > $1000

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

Similar models in the vision category with comparable VRAM footprints.

Not sure which GPU you need for Llama 4 Scout?

The VRAM Calculator tells you exactly which quantization your hardware can handle.

M4 Ultra

Check availability

Prices change daily