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How big is the battery? To do this by pulling it has to be hundreds of kilowatt hours.

Estimates range between 800 kWh to 1 MWh of battery.

From tesla web site: "With less than 2 kWh per mile of energy consumption, Semi can travel up to 500 miles on a single charge"