@mydigitalhome is correct there are many different qualities and type of LED lamps. I have found nothing to with price, my wife bought lamps from internet very cheap and one failed, out of interest I dismantled it, and actually found the fault, a simple dry joint, so reassembled and put back in use.
What I realised was this very cheap lamp had a smoothing capacitor after the full wave rectifier so gave a smooth output, and the size of the capacitor made it clear the smaller more expensive units could not have possibly have had the same smoothing, with explains the visible flicker on the expensive version which was not detected on the cheap version.
But in both cases there is nothing in the lamp spec to tell you what they do, there are with some packages a pointer, in the main a LED will give around 110 lumen per watt, but in a package there is also some other devices that use power, so best is around 100 lumen per watt and to get that only real way is to use a pulse width or switch mode modulated chip, which likely means kHz flashing of the lamp which the human eye can't detect, insects can, but not humans. Using capacitors as current limiting normally some leeway in case 60 Hz not 50 Hz and to allow for mains voltage variation so 65 to 85 lumen per watt, which since has to be AC supply does not really affect you on a boat.
Some G5.3 MR16 lamps are marked 50 Hz, I suspect they will work on DC, however they could use a capacitor as current limiting device, so should not be really run on DC, I suspect it is really to show they should not be powered with a switch mode power supply where output is in kHz range, and they would work fine on DC, but any AC lamp be it 12 volt or 230 volt has to allow for capacitive and/or inductive linking on the supply cables, so need a small leak resistor to stop the light flashing when switched off, this is not required with a DC only lamp.
So there are two DC methods, a LED can run away, the resistance can drop as they get warm, so some thing needs including to limit current, they are current dependent not voltage dependent, but the voltage does stay reasonably static so a red LED is around 1.2 volt and a white one around 3 volt, so three LED's and a resistor seems common, but also the switch mode device to control current will have a volt drop across it so again 3 white LED's still used for 10 to 30 volt units the same as fixed 12 volt units.
So a cool white MR16 10-30 volt lamp at 1.6 watt is 165 lumen, but a 12 volt unit is more like 80 lumen, the lumen per watt does seem to get better as the wattage increases, mainly as does not matter if 1.2 watt or 12 watt the resistor to stop it flashing on an AC supply when switched off is the same size, or should be.