True horsepower: horses in a locomotive

When I imagine a world without gas, I always think of Steampunk alternative universes, where steam power would replace petrol. But why using steam when good old horses would suffice? This is an example of a real horse-powered locomotive from 1850.

http://www.retronaut.com/2013/08/the-impulsoria/