Switches are crazy expensive but optics are easily available... here's a 400G for less than $500

https://www.fs.com/products/110530.html

200G switches are about the cost of a small car, but if your buying this thing that is probably not a showstopper:

https://www.wiredzone.com/shop/product/10023793-supermicro-s...