Vulkan leverages the compiler in the graphics drivers, like OpenCL. CUDA comes with a separate compiler that plugs into the system C/C++ compiler (this is often

Vulkan leverages the compiler in the graphics drivers, like OpenCL. CUDA comes with a separate compiler that plugs into the system C/C++ compiler (this is often a pain). CUDA also ships with dozens of premade libraries for common compute tasks.