Developer Platform

VRAM Explorer & Hardware Matcher

Real-time hardware constraints, model quantization sizing, and memory footprints for local host deployment.

VRAM Explorer

Which model fits your hardware?

Edge AI Hardware Selector

Answer 3 questions and we recommend the ideal hardware for your case.

Use case

1. What is your primary use case?

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RAM —

Models —

Latency —

Users —

Power —

Why this recommendation?

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Email summary

	Jetson Orin	Intel NUC	Mac Mini M4	M4 Pro	M4 Ultra
Price	EUR 250	EUR 400	EUR 700	EUR 1,999	EUR 4,999
RAM	8 GB	16 GB	24 GB	48 GB	192 GB
AI Models	1-2	2-3	4+	6+	12+
Users	1-3	5-10	15+	25+	50+
Llama 3.1 8B	~15 tok/s	~25 tok/s	~45 tok/s	~65 tok/s	~110 tok/s
Mistral 7B	~18 tok/s	~30 tok/s	~50 tok/s	~72 tok/s	~130 tok/s
Power	15W	65W	35W	45W	65W
Electricity/year	~EUR 8	~EUR 34	~EUR 18	~EUR 24	~EUR 34
Noise	Silent (fanless)	Audible (fan)	Very quiet	Quiet	Quiet
Compatible models	Phi-3, Gemma 2B, Qwen 3B	Llama 8B, Mistral 7B, Qwen 7B	Llama 8B, Gemma4, CodeQwen	Llama 70B Q4, Mixtral, DeepSeek	Llama 70B FP16, Llama 405B Q4, ANY model
Best for	Entry	Office	Premium	Enterprise	Data Center

What fits in your office?

Jetson Orin 10 x 10 x 3 cm Size of a paperback book

Intel NUC 12 x 12 x 5 cm Size of a thick novel

Mac Mini M4 13 x 13 x 5 cm Size of a lunch box

Mac Studio M4 Ultra 20 x 20 x 10 cm Size of a toaster

M4 Pro 13 x 13 x 5 cm Same size, more power

All fit under a monitor or in a network cabinet. No servers, no noise.

Explore: VRAM Explorer | ROI | Grants | Readiness Quiz

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Tell us what you want to run and on what budget. We will tell you which hardware you need, which model fits, and what to expect from it — before you spend anything.

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VRAM Explorer & Hardware Matcher

VRAM Explorer

Ready to deploy

Edge AI Hardware Selector

1. What is your primary use case?

2. Your requirements

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Why this recommendation?

Total first year cost

Noise level

Recommended models

12-month cost projection

Estimated first year total cost

What fits in your office?

VORLUX AI Deployment Package

Why not the others

Upgrade path

Tell us what you want to run

VORLUX AI