I think the worst I've seen is a 6 mile range for a full charge on a e-mountain bike which was used for extensively steep up hill sections off-road. I think it was a 300Wh Bosch battery and it only lasted about 30-40minutes of riding but was an extreme test. However it's clear in those conditions the bike was performing well above the 250W legal limit to exhaust the battery so quickly unless the battery had reduced capacity I suppose.
I just go with the Watt hours shared by 10 equals approximate range in kilometres rule. So a 600Wh battery gives 60km range or around 40 miles. Yes its only a very rough guide for average use and average assistance. Grin Technology have done a lot of tests on different motors and the watts per kilometre isn't miles apart with different motor systems and it seems like each motor system can be the most efficient for certain applications. So if someone has a 36V 7Ah battery on their ebike thats about 250Wh so 25Km or maybe 18 miles range on average. So when you see the very low capacity batteries of 150Wh its only 15Km or around 10 miles but then many of these type of ebikes are quite light and with small geared hub motors not to bad to cycle unassisted compared to some high capacity ebikes which are very weighty and a real pain to cycle unassisted. So the bigger the battery the more annoying it can get if you run out of charge during a ride.
The market is relatively settled now in this respect, compared to the extremes of the past. For example the Panasonic crank motored Giant Lafree sold well from 2001 to 2006 with a 24 volt 6.5 Ah battery, so only 156 Wh, but was so well managed by its software that most riders of very differing abilities and in differing terrain could get 20 miles range. That's just 7.8 Wh per mile.
Conversely in the same period Ezee were selling a couple of powerful models with 36 volt 10 Ah batteries, so 360 Wh, but most riders only got 15 miles range from either in any terrain. That's a whopping 24 Wh per mile, over three times the Lafree's consumption.
I'm surprised there aren't ebikes that don't assist at all until you get to a hill and then a little sensor would pick up the gradient of the road and kick in automatically. Such ebikes could have huge ranges on small capacity batteries. Many ebikes assist all the time which is a complete waste of power. I don't see the point of assisting where human legs can easily provide enough power anyway if your goal is exercise especially as we are limited to 15.5mph assistance.
Just having a hill sensor isn't sufficient, since the assistance is often needed against head winds as well, especially in very flat areas like Holland and our Eastern counties where unobstructed winds build up so much in strength.
However some firms did have a crack at this market for a light road bike with a light assist system for hills, notably in this country by Cytronex. They converted known good road bikes like Cannondales by adding a small front hub Tongxin Nano very low drag roller-drive motor, using a custom controller with simple on/off button on the bars. Combined with a small 24 volt 6.5 Ah bottle battery, the same 156 Wh the Lafree had, the intended way to use them was to ride unpowered normally, only pressing the button for hills or headwinds.
A few bought and liked them achieving long ranges, but not enough. Others trying to use them like any other e-bike failed to get good ranges, one of our members only getting 12 miles at most and quickly selling his. So Cytronex eventually failed in this venture and today is just a bike shop at Winchester.
.