Well in my experience after driving a car in China few years it was a big eye opener when changing to e-bike/moto because of the difference in behavior from the other e-bike/moto I received. the other bikes will actively avoid cars, but i found that e/bikes would just ignore other e-bike/moto riders. Also the chaos in the e-bike/moto sides are a bit more. I found if I was along on the road then e-bikers would start swarming into my lanes and riding area. Also many e-bike/motos don't drive with lights on and will drive on incoming lanes and in other directions (without lights on) if they see my single light they still stay on the incoming lane. I found in a car they don't do this.

But that's just my experience. If you have had a lot of experience motoring in China then I guess there is no problem. (mine was in Shanghai so maybe BJ is much better, I don;t know). It was just a suggestion.