Tether study: local AI on a laptop isn't always cheaper than cloud
- —QVAC spreads a $2,399 laptop over four years, about $50 per month
- —Dense Qwen3.8-27B handles roughly 55 million tokens in a 176-hour month
- —Break-even versus Alibaba Cloud Singapore is about 77 million tokens monthly
- —Tenstorrent closed a $1.5 billion Series E at a $6.2 billion valuation
Why it matters: The case for private local AI hinges on economics: at low usage, cloud is cheaper, which caps demand for AI-agent hardware.
Source: CryptoSlate