Development of dihaploid lines using biotechnological methods can reduce not only the time required to breed a new variety, but also labor costs and technical resources. Earlier in our studies, there has been obtained seed material of androgenic dihaploid of the regenerated plants of the R0 generation, grown ex vitro. The next stage of the work delt with sowing the seeds of these plants in vivo. The purpose of the current study was to estimate the development of winter wheat plants of androgenic dihaploid lines of the R1 generation and parental varieties in vivo according to such characteristics as a length of phenophases, a vegetation period, morphometric estimation for comparison with each other and with parental genotypes, as well as for seed propagation. As a result of the study carried out in 2022–2024, there has been estimated a new nitial material of winter common wheat obtained on the basis of previously conducted biotechnological work. There have been studied androgenic dihaploid R1 lines according to the traits of vegetative and generative organs, for grain productivity of plants and seed germination. There have been selected promising lines for further breeding evaluation. Androgenic dihaploid lines of winter wheat of the R1 generation 79.1.5.1, 79.1.5.2, 79.2.1.1, 84.3.1.1, 84.3.3.1, 85.2.1.1 were the best according to vegetative, generative traits, grain productivity and seed germination. The best indicators of productivity and germination were characterized by androgenic dihaploid lines based on the hybrid ‘Rostovchanka 7 x Bezostaya 100’.