Commodity buying patterns in both China and the developed economies of Europe and North America point to a modest improvement in demand, according to BHP Billiton, the world’s largest mining company.

In its quarterly production report, BHP, whose large scale and array of commodities make it a bellwether for resources demand, was cautious in painting any broad picture of supply and demand across metals and regions.