So, let's consider a few facts for a moment. Reuters reports that DeepSeek's development entailed 2,000 of Nvidia's H800 GPUs and a training budget of just $6 million, while CNBC claims that R1 "outperforms" the best LLMs from the likes of OpenAI and others.

DeepSeek claims it costs them less than $6 million to train its latest AI models, while it costs ChatGPT $100 million. DeepSeek is able to charge only $0.14 per 1 million input tokens, compared to $15 at OpenAI. Token input pricing has to do with the amount of text that goes into training the AI language models.

The market reaction proved particularly severe for Nvidia (NASDAQ: NVDA), with shares plummeting and erasing half a trillion in market cap at the time of this writing. To put this staggering figure in perspective,