The endpoint region of the inclusive lepton energy spectrum
in $B \to X_u \ell \bar\nu$ can be used for a determination of
$V_{ub}$ by comparing it to the endpoint region of the
inclusive photon spectrum of $B \to X_s \gamma$. We consider
the subleading twist contributions to this $V_{ub}$ determination.