Sainfoin (Onobrychis viciifolia Scop.) is a bloat‐free, perennial forage legume adapted to the northern temperate regions of the world. This study was carried out to evaluate phenotypic variation and nutritive value of 38 sainfoin accessions from 21 different countries. A field trial was established in 2014 using a randomized complete block design with four replications near Saskatoon, Canada, with data collected in 2015 and 2016. Analysis of variance revealed significant (p < 0.05) differences among sainfoin accessions for winter survival, dry‐matter (DM) yield, regrowth per seed yield plant, 1,000‐seed weight, plant height, growth rate, spring vigour, days to flower, stem number, crude protein (CP), neutral detergent fibre (NDF) and acid detergent fibre (ADF). Dry‐matter yield of sainfoin accessions ranged from 74 to 239 g/plant, plant height ranged from 37 to 70 cm, winter survival ranged from 20% to 94%, and seed yield ranged from 5 to 64 g/plant. Sainfoin accessions from North America produced the highest DM yield. Dry‐matter yield was positively correlated with plant height (r = 0.82), stem number (r = 0.75), growth rate (r = 0.72), spring vigour (r = 0.43), regrowth (r = 0.30), 1,000‐seed weight (r = 0.29), NDF (r = 0.71) and ADF (r = 0.74). Dry‐matter yield was negatively correlated with days to flower (r = −0.57) and CP concentration (r = −0.62). Sainfoin accessions were grouped into three main groups according to their agro‐morphological traits and nutritive value. Several promising sainfoin accessions have been identified to select for high forage yield and high winter survival in the cold climatic zone of temperate grassland.