I recall as a kid, soldering circuit boards. I distinctly remember the label "low lead" and also the smell of the smoke it made. At times, and this is stupid, i would find myself chewing on a piece of the unburnt solder as i debugged a circuit board. Mistakes were made...
When I was a kid, I explicitly didn't use non-leaded solder because I liked the smell of the leaded one. Mistakes indeed
The reason to prefer lead-free solder is primarily because at industrial scale with tons of trashed electronics the lead becomes an environmental pollutant. For hobbyists, lead solder is easier to work with, and not a serious risk.