How can you claim to have insight into bioinformatics, but not realize the reason BLAST is run in the cloud is that having all the sequence data of all existing organisms would be absolutely massive and exceed the storage capacity of most laptops?
if you're comparing DNA and looking at every organism ever you might need such power, but if you do i'd hope you work at some institute that makes your own algo in house because blast isn't the end all be all