Thanks for the reply. I found the below page as a relatively updated info source. It is interesting to see your note about FPGAs being more akin to GPU and then see many development boards pair a FPGA with an Arm processor.

https://www.joelw.id.au/FPGA/CheapFPGADevelopmentBoards