LLM Garage

Home Engineer's AI Hardware Journal

← Back to LLM Garage

Riser Cables Reality Check

Why cheap risers won't work for LLM inference
January 2026

One of the most critical components for a multi-GPU build is often overlooked: PCIe riser cables. Here's what you need to know to avoid performance bottlenecks.

The Problem with Cheap Risers

USB-Style Risers: Don't Do It

Cheap mining risers with USB-style connectors only provide x1 bandwidth (~4 GB/s). For LLM inference, you need full x16 bandwidth (32 GB/s).

What You Need

Performance Impact

Riser Type Bandwidth Performance Loss
USB mining riser 4 GB/s Severe
Generic x16 riser 16 GB/s (Gen3) Moderate
LINKUP Ultra x16 32 GB/s (Gen4) None measurable

Recommendation

Invest in quality riser cables. They're a critical component that you don't want to skimp on.