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tiny corp proposes raising $20M at a $200M valuation to buy an $11.5M, 5MW Oregon…

2026-03-07 · 15:09 UTC ·__tinygrad__ ·1 min read

Brief

tiny corp proposes raising $20M at a $200M valuation to buy an $11.5M, 5MW Oregon building, preorder 3,000 AMD RDNA5 96GB GPUs (target mid‑2027), and build 500 $20k tinyboxes (6 GPUs each) to run Chinese LLMs, sell tokens on OpenRouter, lease colo to Comma, and pay off hardware within three years; claimed upside is 3× optimization to $5.4M/month.

Source evidence

title: @tinygrad: if tiny corp was raising $20M (@ $200M), who'd be interested? business model is ...
author: tinygrad
contenttype: twitterpost
published: 2026-03-07T15:09:24+00:00
source_url: https://x.com/tinygrad/status/2030299783714500935

word_count: 221

Tweet by @tinygrad

if tiny corp was raising $20M (@ $200M), who'd be interested? business model is basically this. buy this $11.5M building (with 5MW of power): link in our discord wait for AMD to launch the RDNA5 96GB cards (mid 2027). preorder 3000 cards (hopefully we can negotiate for $2500 each), build 500 $20k tinyboxes with 6 of the card. run all the chinese llms. make $600k / month revenue selling tokens on openrouter (market depth is there, this is 1% of openrouter). improvements to tinygrad yield revenue improvements. due to how power is priced in oregon it's only like $50k for the electric bill (below 4MW they price for peak, not usage, we get like 3c kWh power). we can also make ~$100k / month leasing colo space to comma. building and cards paid off in 3 years max, investment made back. low risk of being undercut since we're using consumer GPUs and running the cheapest colo you can believe. if someone chill wants in, i'd do it. i'm not gonna hype fake tech, but demand for tokens is going to skyrocket (look at the openclaw install numbers). with crazy good optimizations we could potentially get 3x more from the machines, and we have electricity for 3x more machines. $5.4M revenue per month. then continue to scale from there, custom chips, etc...

Posted: 2026-03-07T15:09:24.000Z
Engagement: 2302 likes, 99 retweets, 164 replies