Slightly acidic, well-drained soils are best, especially fertile, loamy soils. Cherry tomatoes do not tolerate clay soil, so if the environment is not suitable for growing your produce, change the soil or use container plants. Test soil nutrient levels and pH to maintain healthy soil.