They're also more expensive, so cities buy fewer of them, leading to more cars on the road, worsening the problem
Batteries tend to have a max charge/discharge cycle. Unlike a consumer car, buses see a lot more distance. I wonder how much more quickly the batteries go.
I would expect a large scale operator to recover a lot of money from the sale of those rare earth minerals.
In short, you're diverting "how often" to "meh, who cares, they're recyclable", without any validation that it negates the cost.
> Our results indicate that today's electrified bus fleets are roughly cost comparable to their traditional diesel counterparts
https://www.sciencedirect.com/science/article/pii/S0967070X2...