It is well recognized that children born preterm have specific learning difficulties. The objective of this study is to carry out a systematic review and meta-analysis on preterm children's reading ability performance. Of the 486 studies identified, 53 met the inclusion criteria, resulting in 143 effect sizes. 33,500 children between 5 and 18years were included of whom 13,765 were preterm infants and 19,735 were full-term infants. Among preterm-born children without neurodevelopmental disorders significant differences and larger effect sizes were found in the reading subcategories, letter-word knowledge, reading comprehension, and spelling, whereas no significant differences were found in phonological awareness and rapid automatized naming. Extremely preterm children showed larger effect size. The present meta-analysis, which includes a much larger number of studies, shows that preterm children have lower performance than full-term children in reading and spelling. This fact underlines the need to design, develop and implement neuroeducational programs that take into account the characteristics of preterm born students.