If vision is linked to the poet's realistic view of society in modern poetry and the portrayal of life in its entirety, then this study, "Realistic Vision and the Implications of Modern Poetic Discourse: Poetic Models – An Analytical Study," revolves around these visions held by poets and the realistic view of life in general. It was therefore necessary to uncover the reasons for the diversity of realistic vision in modern poetry. Starting from the question of the concept of poetic discourse, its realism, and its implications, the study aims to reveal and define vision through the poetic models of a group of poets in modern poetry, as these models represent their viewpoints, thoughts, feelings, life experiences, and their influences from different cultures. The study followed an analytical and descriptive approach through review, presentation, and analysis. The study concluded with several findings, including: The poet Abdul Wahab Al-Bayati – immersed himself in his vision symbolically in some of his poems, particularly when he chose the city of Babylon, which he invoked as one of his symbols, reflecting the state of the Arab world and echoing the concerns of every person living in hope of a better life, in a realistic image with its own expressive and evocative power. The poet Salah Abdel-Sour – in a humanistic language that encompassed and captivated the poet's thoughts and feelings, presented imagery that, with the harmony of his phrases, narrated his intertwined and emotionally charged reality. This can be described as a vision and immersion, a vision of human reality, its suffering and pain. Nazik Al-Malaika – her vision mirrored human reality, specifically the poet himself, highlighting the poet's suffering and the feelings of sadness and melancholy that overcame him as he shared the sorrows and pains of others. She viewed the poet's life as burdensome, weaving the threads of her poetry with metaphorical and symbolic imagery. Keywords: Realistic vision, connotations of poetic discourse, modern poetry, poetic models.