Local AI Hardware Bench

Why it surfaced

This is more than a leaderboard: each number carries a source, date, and confidence label, while the advisor weighs budget, model, context length, speed, power, and form factor. Visitors can also submit benchmarks, correct measurements, or challenge the methodology.

A measured comparison and buying advisor for running language models on local hardware.