Spatiotemporal optical vortices (STOVs) are electromagnetic wave packets that transport a phase line singularity perpendicular to their propagation direction. We address the problem of the transverse orbital angular momentum (OAM) "per photon" actually transported by STOVs propagating in free space or non-dispersive media, the most frequent experimental situation. Unlike longitudinal vortices in monochromatic light beams, STOVs do not carry any net transverse OAM about a fixed transverse axis crossing its center. However, STOVs transport an intrinsic transverse OAM per photon about a moving, transverse axis through its center, and an opposite extrinsic transverse OAM. Their applications would thus preclude setting particles at rest into rotation, but STOVs could transmit their intrinsic transverse OAM to photons of other waves. The intrinsic transverse OAM per photon of a circular symmetric STOV of frequency ω0 and topological charge l is l/2ω0, half the intrinsic longitudinal OAM of a circularly symmetric monochromatic light beam with a vortex of the same topological charge. When STOVs lose their circular, or more generally, elliptical symmetry, upon propagation, they preserve their intrinsic transverse OAM, but its value is no longer related to the topological charges of the singularities, which may disappear or even reverse their sign.