AbstractUsing a Caccioppoli-type inequality involving negative exponents for a directional weight we establish variants of Bernstein’s theorem for variational integrals with linear and nearly linear growth. We give some mild conditions for entire solutions of the equation $$\begin{aligned} {\text {div}} \Big [Df(\nabla u)\Big ] = 0 \,, \end{aligned}$$ div [ D f ( ∇ u ) ] = 0 , under which solutions have to be affine functions. Here f is a smooth energy density satisfying $$D^2 f>0$$ D 2 f > 0 together with a natural growth condition for $$D^2 f$$ D 2 f .