“NVIDIA wins by default as AI chip startup compiler promises fall apart. Rivals claim their hardware can run any model with zero manual tuning, but that's not how it works, and customers keep coming back to CUDA.”
“Laughing at all the AI chip startups that claim to have a magic compiler capable of mapping any model onto their chips efficiently, without any manual tuning.”
Prices are point-in-time snapshots from the named provider. The verdict compares the return since entry against the band above.