There is no n=1. He hasn't measured any meters. The site lets you graphically compare manufacturers specifications across the full measurement range. It shows you the combined effect of counts, full scale and 'digits' accuracy. Very useful, but, you still have to decide how much you trust specifications from the different manufacturers.
You're right, I was wrong assuming they were actual measurements, my comments don't apply. It's a fun tool, although it does miss some details. Are they all 12month specs? Some meters specify 24h, 1month and 12month, and sometimes even different temperature ranges. And of course you're only comparing what the manufacturer tells you, which may be more reliable for some brands than others. Even the cheap crap will usually specify some unrealistic level of accuracy. But I guess it's a nice way to visualize the x% of value plus x% of full scale spec.
I would expect the error to increase at lower voltages.
Meters are calibrated and specified with the full scale as reference.
The error usually consists of a percentage of value plus a percentage of full scale (see Dave's video about digits and counts, it was one of his early videos). If the temperature is different from the temperature it was calibrated at, this also introduces extra error.
On a good day when the sun is right andyour subject still a consumer SLR will results almost as good as a professional camera, but when it's dark, or cold or hot and the subject isn't cooperating only a professional instrument can be trusted day in day out.
Consumer SLRs can be surprisingly sturdy and reliable, which is why some professionals will take a consumer SLR when they don't want the bulk of a pro body and don't need its speed. Think Galen Rowell with an FM2/FM10 and consumer grade lenses. Image quality of a modern consumer DSLR also tends to be very close or sometimes better (if the sensor is newer), as long as the AF can cope. Metering tends to be very good in consumer bodies. It's also quite uncommon for a consumer SLR to blow up in your face if you try to take a picture of something it can't handle.
Therearen't too many specs there for long term repeatability and reliability yet those are what differentiates the tools from the toys.
Long term repeatability
should be in the accuracy specs, if a meter is within 0.03% with a 1 year calibration interval, that means that the uncertainty should be always lower than that as long as you calibrate it every year. Of course whether these specs can be trusted is a different matter. Few manufacturers specify reliability apart from warranty period. Even warranty period isn't a good indicator, since they can also increase the price and use the extra profit to invest in the extra warranty repairs.
Long term experiences of a large population of meters tends to be the best way, which is how we know that eg. a Fluke 87 or Agilent 34401A tends to be quite reliable. Calibration departments tend to have access to this kind of data, but rarely share this with the outside world. They will usually only have this data for equipment that is worth calibrating, is bought by the kind of organizations that do large-scale calibration, and is on the market for a number of years.