> using metric system all my life
And a decimal system is familiar to most in the US: our money comes in dollars ($1), dimes ($0.1), cents ($0.01), and mega-bucks (national budget/debt).
However as a metric-user, how often do you buy a micro-liter of beer or a nano-meter of wood? Then shave the wood down a picometer? Those units are common in laboratories but not in everyday life. A picometer, about one million-millionth of a yard, is much smaller than an atom.
As a metric-user, you may have the advantage on us because you have a table of kilo deci centi milli handy, and you recall there were some other things at the bottom.
I have a 500 page "Pocket Ref", with wire gauges, joist tables, airport codes, welding gases, screw threads, weight of oak tar etc, and conversion factors for "every" measure including buckets only found in the Bible, pre-metric units from Japan and Russia, furlongs to Ramden chains, but I can't find a table of metric prefixes in there. It does tell me a millimeter is 0.001 meters, but no nano or pico conversions.
The Farad is just really darn big. Bigger than nearly any practical capacitor application. (1F caps in boom-cars prove my point.) It made sense at the time. The Volt and Ampere were picked working with "battery and wire" scale of electricity. A Volt or so, an Amp or so. However something which is NOT a "wire" (is nearly an anti-wire) is impractically large at this scale. Every capacitor (boom-cars and some backup storage excepted) has to be milli, micro, nano, or pico. And we do use about that full range, so the decimal point is always dancing around.