Question: time/spacestep effect on solution of differential equation

I'm currently working with a solution which is a function of many parameters, and sometimes I have to increase the steps but compromise with the time it takes for the solution to be evaluated in some way. I'm wondering, how do the steps affect the accuracy of the result?
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