Eight lines of Brassica rapa L. along with BARI Sarisha-14 as check were evaluated at Gazipur, Jamalpur, Ishurdi and Jashore for days to 50% flowering, days to maturity and seed yield. Maturity duration ranged from 76-99 days. Plant height ranged from 60-120 cm. Seed yield ranged from 800-2156 kg/ha. The additive main effects multiplicative interaction (AMMI) analysis showed that environments (E), genotypes (G) and GE interaction (GGE) effects were significant for days to first flowering, days to maturity and seed yield. Using Multi-trait genotype-ideotype distance index (MGIDI) and stability statistics, which allowed the identification of three main groups based on their stability concepts. The biplot rendered using the weighted average of absolute scores (WAASB) and mean seed yield identified superior genotypes in terms of performance and stability. Hence, these regions are suggested as discriminative sites for the selection of high yielding and stable rapeseed genotypes. The highest seed yield was recorded in BC-100614 (4)-7 all over the location. Considering stability parameters, MGIDI, days to 50% flowering, days to maturity and seed yield, the lines namely BC-100614 (4)-7 was selected for further use in the future breeding programme.