WhatA comparison tool where you pick a model and instantly see performance projections across all available consumer hardware, cross-referenced with intelligence benchmarks and price — optimized for purchase decisions.
SignalMultiple users want to flip the question from 'what can my hardware run' to 'what hardware should I buy for this model' — they want benchmark-quality comparisons tied to real purchase decisions with quality-performance tradeoffs made transparent.
Why NowApple Silicon, Nvidia consumer GPUs, and AMD are all releasing AI-capable hardware at different price points, making the buying decision genuinely confusing — and people are spending $2K-10K on these machines specifically for local AI.
MarketHardware buyers spending $2K-10K on AI-capable machines; monetize through affiliate revenue from Apple, Nvidia, AMD retailers; no one owns this decision layer yet — review sites cover general performance, not AI-specific model-by-model projections.
MoatProprietary benchmark database across hardware×model×quantization combinations is the core asset — first mover who builds comprehensive coverage becomes the reference standard.
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