"They are doing things with $100 and 13B params that we struggle with at $10M and 540B"

I think it boils down to motivation and focus, companies want to monetize and create value for shareholders while open source community members are purely motivated by the problem/opportunity itself and want to contribute simply because of their passion or dedication.

The latter is more aligned to create better products, even tho they might not be very montizable.