I will accept the Rivian as a two wheel EV, but not as an ebike. The latter is partially powered by the rider, with assist from the motor, The Rivian is all motor, but the rider can add a little power to the battery,
I didn't read the Rivian claims, but Google Ai did, and it says the 60 mile $3600 model has a battery rated at 538 WH, while the bigger one is 838 WH and claims 100 miles. Wow. That's impressive. It's around 8 Wh/mile. the same number I get on my eebikes at 12 mph. The motor is putting out 100 watts, That's 100 Wh in an hour and I travel 12 miles. 100 over 12 is 8 WH/mile.
The difference is that on my ebike, I am pedalling enough to help the motor. I estimate about 50 watts, How much power does the rider put back into the battery on the Rivian? Google says a human could generate 100 watts for an hour on a bike powered generator before falling over. Cut that to 50 and most people could do it, That's like riding at 8 mph. Maybe the RIvian numbers will hold up.