Fact tables contain quantitative measures (metrics like sales, revenue) while dimension tables contain descriptive attributes (like product, time, location). Dimensions describe the facts, providing context. Dimensions typically change slowly (slowly changing dimensions), while facts accumulate rapidly. Fact tables are usually much larger than dimension tables.