How does the resolution of a stepper motor affect its performance?
Okay, your question concerns a hypothetical: if only step size changes, then what happens to the other characteristics? There are a lot of variables in motor design. 

Here's one example of speed-torque curves, from one major Japanese manufacturer (Oriental Motor), showing some differences where the main distinction is the step size (orange curve vs. black dashed curve):