Don't forget that FPGAs are good at different things than GPUs. GPUs work well for massively parallel problems. But FPGAs work well for mostly-serial problems,

Don't forget that FPGAs are good at different things than GPUs. GPUs work well for massively parallel problems. But FPGAs work well for mostly-serial problems, and problems that have short parallel sections interlaced with serial sections.