Key message Accurate prediction of genomic breeding values for Timothy was possible using genomic best linear unbiased prediction. Abstract Timothy ( Phleum pratense L.) is a grass species of great importance for Finnish agricultural production systems. Genotyping-by-sequencing along with genomic prediction methods offer the possibility to develop breeding materials efficiently. In addition, knowledge about the relationships a...