Background: Since minority pts have been historically underrepresented in key IO trials, knowledge on the clinical use of IO in ethnic-minority pts with non-small cell lung cancer (NSCLC) remains limited. This study aims to evaluate race/ethnicity and other demographic, socioeconomic and clinical factors of pts with metastatic NSCLC treated with first-line IO. Methods: A retrospective cohort study of 5920 pts diagnosed with lung cancer within the Montefiore Health system from 1/1/2013 to 6/1/2022 was conducted. Pts with metastatic NSCLC without EGFR or ALK alterations and underwent first-line IO use were identified. The primary endpoint was overall survival (OS) with secondary endpoints of progression-free survival (PFS) and time to discontinuation (TTD) from the start of IO. Results: In total, 248 pts were identified with median follow-up time of 10.7 months (mons), median age of 66 years and 39.1% as Non-Hispanic Black (NHB), 30.2% as Hispanic and 30.7% as non-Hispanic White (NHW). OS (p = 0.39), PFS (p = 0.29) and TTD (p = 0.98) were similar among races/ethnic groups. ECOG < 2 at the start of IO was associated with longer OS summarized in Table 1. Significantly higher PFS and TTD were noted respectively in pts with Medicare insurance and PD-L1 status (TPS>1), while lower PFS and TTD with lower BMI. These results were remained after adjusting for biological sex, smoking status, histology, and IO regimen. Conclusions: Our study demonstrates that race/ethnicity does not impact the benefits of IO. However, factors such as ECOG status impact OS, and BMI, insurance and PD-L1 significantly impact PFS and TTD. These findings help identify potential factors that can be addressed to optimize outcomes and supportive care while undergoing IO.