What's the benefit of this over tinygrad?

Completely different layer; tinygrad is a library for performing specific math ops (tensor, nn), this is a compiler for general CUDA C code.

If your needs can be expressed as tensor operations or neural network stuff that tinygrad supports, might as well use that (or one of the ten billion other higher order tensor libs).