One reason the market favors Nvidia is because “in semiconductors, incumbency scale matters,” said Arya. “Unless the incumbent messes up, it is very hard to dislodge them from a market share perspective because they are the ones who get the first call when there is anything short in the supply chain.”

Nvidia's lead in the artificial intelligence market is sustainable for years to come, a Wall Street investment bank says.