By Maham Fatima
Publication Date: 2026-08-07 20:03:00
On August 4, Nvidia Corporation (NASDAQ:NVDA) opened up commercial use of Alpamayo 2 Super, a reasoning model built for robotaxis and self-driving cars. The move signals where the company wants its next growth chapter to come from, even as investors argue over what its core chip business is worth today.
Bull Case: A Foundation Model Built To Be Licensed
Alpamayo 2 Super is the newest entry in what Nvidia calls the most downloaded family of open reasoning models for autonomous driving on Hugging Face, with the lineup topping 500,000 downloads. It ships under OpenMDW 1.1, the Linux Foundation’s open license, which lets automakers and suppliers fine-tune and sell products built on it without asking Nvidia for extra permission. That turns a research release into a business: developers can build proprietary self-driving stacks on Nvidia’s foundation without paying frontier-model prices for every task. On the LingoQA driving benchmark, Nvidia says the model beat Gemini 2.5 Pro by 15.1 points and GPT-4o by 23.2 points, and it can output a full driving trajectory alongside a plain-language explanation of its reasoning, a feature built for safety reviewers as much as for a leaderboard.
That expansion sits on top of a business already growing faster than its size would suggest. Trailing 12-month revenue climbed 71% to $253 billion, and the pace has been accelerating rather than…
