Things like CUDA-Q may be faster on classical computers than on quantum computers for forever; though what CUDA-Q solves for is also an optimization problem?
"Optimization by decoded quantum interferometry" (2025) https://www.nature.com/articles/s41586-025-09527-5 .. https://news.ycombinator.com/context?id=45688122