So question is, why is diesel considered better when modified?
Here are the two scenarios:
1) You have an HDJ81, you want more power. Simply turn up the boost, tinker with fuel a little bit and you've increased output by 20% without spending a dime. Want more power? Bolt on a newer turbo, intercooler, make a bigger exhaust and you've now increased output 50-100% with pretty minimal investment and no major reliability tradeoff.
2) You have an FZJ80, you want more power. First you need to piece together a turbo setup--manifold, turbo, piping, do-dads. You will also probably want an intercooler off the bat because the 1fz is sensitive to temperature. Cost of entry $2000-5000 depending on the parts selection. You have increased output by 35%, but that will only be mid-range and high-end power, no change to the low-end. If you want low-end power, you need to get a stand-alone engine computer and a smaller (or perkier) turbo. So that's another few thousand dollars in software and tuning time. Now you have doubled your output, but you've also spent a lot of money, can't pass emissions , and can't get your truck serviced for certain types of work except by someone well-versed in your specific engine computer.