Gains prove narrower

The reported 3x cost reduction holds for selected benchmark tasks but is harder to replicate in production settings with latency, tool-use, and reliability constraints. Adoption continues, but buyers treat hybrid reasoning as one optimization rather than a step-change.

Each figure is the modeled move of the S&P 500 if the outcome occurs. For information only. Not investment advice.