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Created March 12, 2026 18:21
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AI Box Hardware: Components and Build Guides

AI Box Hardware: What Goes Inside an AI Box

Understanding AI box hardware helps you choose between building your own and buying pre-built.

Core Components

1. Compute Module

The brain — determines how fast your AI thinks.

Module AI TOPS Price Power
Jetson Orin Nano 8GB 67 $249 15W
Jetson Orin NX 16GB 100 $499 25W
Raspberry Pi 5 ~2 $80 12W

2. Storage (NVMe SSD)

Models need fast storage. A 7B model is ~4GB quantized.

Capacity Price Fits
256GB $20 5-6 models + OS
512GB $30 10+ models + data
1TB $55 Everything you need

3. Enclosure

Protects hardware and provides cooling. Options:

  • 3D printed (~$10)
  • Aluminum with heatsink ($20-40)
  • Custom injection molded (what ClawBox uses)

4. Power Supply

  • USB-C PD adapter (27W recommended for Jetson)
  • Quality matters — cheap adapters cause instability

Build vs Buy

DIY Build ClawBox
Cost ~$300-350 $598
Setup time 2-4 hours 5 minutes
Support Community Direct
Warranty Component-level Full device
Updates Manual Automatic

Links

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