Let L be a set of n axis-parallel lines in R 3 . We are are interested in partitions of R 3 by a set H of three planes such that each open cell in the arrangement A(H) is intersected by as few lines from L as possible. We study such partitions in three settings, depending on the type of splitting planes that we allow. We obtain the following results.• There are sets L of n axis-parallel lines such that, for any set H of three splitting planes, there is an open cell in A(H) that intersects at least n/3 − 1 ≈ 1 3 n lines. • If we require the splitting planes to be axis-parallel, then there are sets L of n axisparallel lines such that, for any set H of three splitting planes, there is an open cell in A(H) that intersects at least 3 2 n/4 − 1 ≈ 1 3 + 1 24 n lines. Furthermore, for any set L of n axis-parallel lines, there exists a set H of three axis-parallel splitting planes such that each open cell in A(H) intersects at most 7 18 n = 1 3 + 1 18 n lines. • For any set L of n axis-parallel lines, there exists a set H of three axis-parallel and mutually orthogonal splitting planes, such that each open cell in A(H) intersects at most 5 12 n ≈ 1 3 + 1 12 n lines.