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Background: Prior guidelines recommended maintaining normothermia following traumatic brain injury (TBI), but recent studies suggest therapeutic hypothermia as a viable option in pediatric cases. However, some others demonstrated a higher mortality rate. Hence, the impact of hypothermia on neurological symptoms and overall survival remains contentious. Methods: We conducted a systematic review and meta-analysis to evaluate the effects of hypothermia on neurological outcomes in pediatric TBI patients. The PubMed/Medline, Scopus, and Web of Science databases were searched until 1 January 2024 and data were analyzed using appropriate statistical methods. Results: A total of eight studies, comprising nine reports, were included in this analysis. Our meta-analysis did not reveal significant differences in mortality (RR = 1.58; 95% CI = 0.89–2.82, p = 0.055), infection (RR = 0.95: 95% CI = 0.79–1.1, p = 0.6), arrhythmia (RR = 2.85: 95% CI = 0.88–9.2, p = 0.08), hypotension (RR = 1.54: 95% CI = 0.91–2.6, p = 0.10), intracranial pressure (SMD = 5.07: 95% CI = −4.6–14.8, p = 0.30), hospital length of stay (SMD = 0.10; 95% CI = −0.13–0.3, p = 0.39), pediatric intensive care unit length of stay (SMD = 0.04; 95% CI = −0.19–0.28, p = 0.71), hemorrhage (RR = 0.86; 95% CI = 0.34–2.13, p = 0.75), cerebral perfusion pressure (SMD = 0.158: 95% CI = 0.11–0.13, p = 0.172), prothrombin time (SMD = 0.425; 95% CI = −0.037–0.886, p = 0.07), and partial thromboplastin time (SMD = 0.386; 95% CI = −0.074–0.847, p = 0.10) between the hypothermic and non-hypothermic groups. However, the heart rate was significantly lower in the hypothermic group (−1.523 SMD = −1.523: 95% CI = −1.81–−1.22 p < 0.001). Conclusions: Our findings challenge the effectiveness of therapeutic hypothermia in pediatric TBI cases. Despite expectations, it did not significantly improve key clinical outcomes. This prompts a critical re-evaluation of hypothermia’s role as a standard intervention in pediatric TBI treatment.