>much faster.

This really depends on your infrastructure. In this case it all depends on your hardware, and there is no secret sauce, you can buy the same GPUs or better than the big players are using. Self-hostef GLM in our company is faster than any commercial model. Of course the hardware was not cheap, but completely manageable for a medium or large company.