Why Wall Street Pays More for AI Promises Than AI Profits

Nvidia made about $60 billion of profit in a single quarter, yet trades at only about 16 to 17 times the profit analysts expect over the next 12 months. In May, investors valued Anthropic at $965 billion, about 20 times its revenue run rate. Why does the AI shovel seller look cheaper than the AI labs buying its shovels? Funding rounds vs public prices, value vs revenue, simple payback math, why Nvidia may deserve a discount, what Cisco taught us in 2000, and the full bull case for the labs. DISCLOSURE: I do not hold Nvidia or any company discussed in this video. This video is educational and NOT FINANCIAL ADVICE. No price targets. Payback math is labelled "illustrative math": my own arithmetic with an assumed 25% margin, not a forecast. Run rates and projections are company-reported or as reported by the press; the new OpenAI round is reported and not closed. Chapters 0:00 Why does the shovel seller look cheap? 1:22 What is the shovel seller actually earning? 2:12 How are the labs being priced? 3:25 How do you compare a profit to a promise? 4:28 How long would it take to earn the price back? 5:35 Why might the shovel seller deserve its discount? 6:54 What did the shovel seller of 2000 teach us? 7:46 To be fair: why might the labs be worth it? 9:16 What should a long-term investor take from this? Sources (two independent sources per fact) Nvidia Q2 FY27 press release (SEC exhibit): https://www.sec.gov/Archives/edgar/da... Nvidia IR: https://investor.nvidia.com/news/pres... Nvidia Q2 FY27 10-Q (SEC): https://www.sec.gov/Archives/edgar/da... Nvidia IR (Ohio guarantee): https://investor.nvidia.com/news/pres... Chartloom: https://www.chartloom.com/c/ticker/NV... superworth: https://superworth.ai/NVDA/forward-pe TIKR: https://www.tikr.com/blog/nvidia-just... stockanalysis: https://stockanalysis.com/stocks/nvda... Yahoo Finance (Bloomberg): https://finance.yahoo.com/markets/sto... Yahoo Finance: https://uk.finance.yahoo.com/quote/NV... Quotelinks: https://www.quotelinks.com/forecast/n... Anthropic: https://www.anthropic.com/news/series-h Reuters: https://www.reuters.com/business/anth... Anthropic PBC Form S-1 (SEC: https://www.sec.gov/Archives/edgar/da... Fortune: https://fortune.com/2026/10/26/anthro... Business Insider: https://www.businessinsider.com/anthr... OpenAI: https://openai.com/index/accelerating... CNBC: https://www.cnbc.com/2026/03/31/opena... Investing.com (WSJ): https://uk.investing.com/news/company... Bloomberg Law (FT): https://news.bloomberglaw.com/private... Investing.com (Reuters/FT): https://www.investing.com/news/stock-... TechCrunch: https://techcrunch.com/2026/10/08/ope... Reuters: https://www.reuters.com/technology/op... Bloomberg: https://www.bloomberg.com/news/articl... LA Times (Mar 28: https://www.latimes.com/archives/la-x... NYT (Apr 23: https://archive.nytimes.com/www.nytim... Kingswell: https://www.kingswell.io/p/the-rise-a... Reuters via Yahoo (2015): https://finance.yahoo.com/news/cisco-... AI illustrations are labelled and show no real people or real sites. Synthetic voice (Azure neural TTS). Music: original. #Nvidia #AI #Investing #BetTheDecade