Research funding: past performance is a stronger predictor of future scientific output than reviewer scores

•Basic research grants significantly increase scientific performance.•Grant review scores have a low correlation with subsequent publication output in the course of the grant time.•The past scientometric performance of the principal investigator is the best predictor of future performance.•International reviewers are significantly less efficient than national reviewers.