There are no studies comparing the prognosis for mature T-cell lymphoma (TCL) in people with human immunodeficiency virus (PWH) to people without HIV (PWoH) and to AIDS-defining B-cell lymphomas (A-BCL) in the modern antiretroviral therapy (ART) era. NA-ACCORD and COMPLETE are cohorts that enroll patients diagnosed with HIV and TCL, respectively. In our study 52, 64, 101, 500 and 246 PWH with histological confirmation of TCL, primary CNS, Burkitt's, diffuse large B-cell lymphoma (DLBCL) and Hodgkin's lymphoma (HL) respectively and 450 TCL without HIV were eligible for analysis. At the time of TCL diagnosis, Anaplastic large-cell lymphoma (ALCL) was the most common TCL subtype within PWH. While PWH with TCL diagnosed between 1996-2009, experienced a low 5-year survival probability at 0.23 (95% CI: 0.13, 0.41), we observed a marked improvement in their survival when diagnosed between 2010-2016 (0.69; 95% CI: 0.48, 1; p=0.04) in contrast to TCL among PWoH (0.45; 95% CI: 0.41, 0.51; p=0.53). Similarly, PWH with ALCL diagnosed between 1996-2009 were associated with a conspicuously inferior 5-year survival probability (0.17; 95% CI: 0.07, 0.42) and consistently lagged behind A-BCL subtypes such as Burkitt's (0.43; 95% CI:0.33, 0.57; p=0.09) and DLBCL (0.17; 95% CI: 0.06, 0.46; p=0.11) and behind HL (0.57; 95% CI: 0.50, 0.65; p <0.0001). Despite a small number, those diagnosed between 2010-2016, experienced a remarkable improvement in survival (0.67; 95% CI: 0.3, 1) in comparison to PWoH (0.76; 95% CI: 0.66, 0.87; p=0.58). Thus, our analysis confirms improved overall survival for aggressive B and T-cell malignancies among PWH in the last decade.