Will local-model progress outrun GPU depreciation? Reddit debates the buy-now window

Sensualities · reddit · 2026-10-28

A Reddit discussion on local AI hardware economics: DeepSeek v4.1 flash 1017 was a big leap for local capability, and with data-center token demand (Jevons effect) plus the memory/GPU shortage, prices may only go up. The poster argues even at 10%/year GPU depreciation, a 50–100% productivity gain from better open models is likely — but that bet hinges almost entirely on Chinese labs continuing open-source releases, which government policy could halt. Commenters weigh whether near-frontier local models arrive within six months.

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