A/B testing compares two variations of a webpage or element to determine which performs better in driving conversions. Multivariate testing involves testing multiple elements simultaneously to find the best combination. A/B testing is suitable for comparing small changes like button colors or headlines, while multivariate testing is ideal for analyzing complex changes involving multiple elements on a page.