Background: Strokes are a major cause of mortality and morbidity worldwide. Spontaneous (nontraumatic) intracerebral hemorrhage (ICH) is an important cause of stroke, with an annual incidence of 24.6 per 100 000. Various prognostic scores have been developed to predict survival after ICH, but none are used routinely in clinical practice. They are different in the prognostic factors used, their complexity, as well as ease of use. There has been concern that predicting a poor outcome using these scores may lead to inappropriate withdrawal or limitation of care early after ICH, and thus, these predictions of poor outcome may become self-fulfilling prophecies. However, because ICH has a high 30-day mortality of about 40%. The aim: The aim of this study to show about prognostic tools for prediction early mortality in hemorrhagic stroke. Methods: By the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) 2020, this study was able to show that it met all of the requirements. This search approach, publications that came out between 2014 and 2024 were taken into account. Several different online reference sources, like Pubmed, SagePub, and Sciencedirect were used to do this. It was decided not to take into account review pieces, works that had already been published, or works that were only half done. Result: Eight publications were found to be directly related to our ongoing systematic examination after a rigorous three-level screening approach. Subsequently, a comprehensive analysis of the complete text was conducted, and additional scrutiny was given to these articles. Conclusion: ICH-GS as a prognostication tool in stroke patients instead of the widely used ICH score. Baseline medical problems, clinical severity, and basic laboratory tests available within the first 12 hours of admission provided strong independent predictors of in-hospital mortality in acute stroke patients.