A/B tests are simple binary tests: option A, the control, is compared to option B, which features one changed variable, to see which performs better. Multivariate testing compares more than two options at a time by modifying multiple variables, e.g. changing both the font and the colour of a button, then comparing the performance of AA vs AB vs BA vs BB.