The goal of this study was to conduct a systematic review of the literature on the relationship between peripheral blood platelet to lymphocyte ratio (PLR) and mortality in sepsis and to integrate the findings in a meta-analysis. An electronic search of three main databases was performed: PubMed, Embase, and Scopus on 19 December 2021. Finally, 16 studies comprising 2403 septic patients, including 1249 survivors and 1154 nonsurvivors, were included in this meta-analysis. We found that PLR levels were significantly higher in nonsurvivors than in survivors (random effect model:
SMD
=
0.72
, 95% CI; 0.35–1.10,
p
<
0.001
). However, significant heterogeneity was observed across the studies (
I
2
=
94.1
%
,
p
<
0.01
). So, we used random effect model in our meta-analysis. In the subgroup analysis, according to mortality time, patients deceased during one month after sepsis had elevated levels of PLR compared to survivors (
SMD
=
1.03
, 95%
CI
=
0.15
-1.92,
p
=
0.22
). However, in-hospital mortality was not associated with PLR level (
SMD
=
0.41
, 95%
CI
=
−
0.18
-0.99,
p
=
0.175
). Our findings support PLR to be a promising biomarker that can be readily integrated into clinical settings to aid in the prediction and prevention of sepsis mortality.