Eucalyptus kessellii is a mallee that typically grows to a height of , rarely a single stemmed tree. It forms a
lignotuber. The lower part of the trunk, sometimes the entire trunk has hard but thin, rough, dark grey bark. The bark above, sometimes the entire bark on younger plants, is smooth, greyish and brownish to pink. Young plants and
coppice regrowth have egg-shaped to more or less round leaves long and wide. Mature plants have dull greyish green, lance-shaped to egg-shaped leaves that are long and wide on a
petiole wide. The flower buds are arranged in leaf axils in groups of seven, sometimes three, on a broad, flat, downturned
peduncle long, the individual buds
sessile or on a
pedicel up to long. Mature buds are oval to diamond-shaped, long and wide with a conical or slightly beaked
operculum. Flowering occurs between June and September and the flowers are creamy white. The fruit is a woody, conical to cup-shaped
capsule long, wide on a downturned pedicel and with the valves protruding above the rim of the fruit when fresh. ==Taxonomy and naming==