We consider a natural generalization of Jackson and Wolinsky's (J Econ Theory 71:44-74, 1996) connections model where the quality or strength of a link depends on the amount invested in it and is determined by a non-decreasing function of that amount. The information that the nodes receive through the network is the revenue from investments in links. We prove that in this most general version of the connections model, the only possibly non-empty efficient networks, in the sense of maximizing the aggregate profit, are still the all-encompassing star and the complete network, with the sole and rare exception of a highly particular case where there is a draw between the allencompassing star, the complete network and a whole range of a particular type of nested split graph structures intermediate between them. Keywords Network formation • Connections model • Nested split graph • Efficiency JEL Classification A14 • C7 • D85 We thank the editor and two anonymous referees for their comments. This research is supported by the Spanish Ministerio de Economía y Competitividad under Projects ECO2015-66027-P and ECO2015-67519-P (MINECO/FEDER). Both authors also receive Basque Government Departamento de Educación, Política Lingüística y Cultura funding for Grupos Consolidados IT1367-19. N. Olaizola, F. Valenciano: BRiDGE Group (http://www.bridgebilbao.es).