Submit. Plant peppers 3 to 4 inches deep in heavy, well-drained soil. Tomatoes thrive when planted 10 inches deep in well-drained, rich, organic soil. Tomato and pepper plants require six hours of full sun exposure each day. Keywords: peppers and tomatoes, planting depth peppers, planting depth tomatoes.