To study the role of the absolute lymphocyte count (ALC), absolute monocyte count (AMC), platelet count (PLT), lymphocyte-monocyte ratio (LMR) and the platelet-lymphocyte ratio (PLR) in the prognosis of primary gastrointestinal diffuse large B cell lymphoma (PGI-DLBCL). We retrospectively analyzed the prognostic value of the ALC, AMC, PLT, LMR, PLR at diagnosis in 173 PGI-DLBCL patients through histopathological examination from March 2009 to February 2015. In total, 173 patients with histopathological diagnosis of PGI-DLBCL in this study, the median age was 51 years (range 12-90 years), median follow-up time was 44 months (range 7-89 months). In univariate analysis, age <60 years, B symptoms, Lugano stage I-II, low international prognostic index (IPI) or low age-adjusted international prognostic index (aaIPI), normal lactate dehydrogenase (LDH), normal β2-microglobulin (β2m), Hb ≥ 11 g/dL, ALC ≥ 1.5 × 10/L, AMC ≤ 0.50 × 10/L, LMR ≥ 2.5, PLR ≤ 170 were related with superior overall survival (OS) and progression-free survival (PFS) ( ≤ 0.05). Multivariate analysis suggested that ALC, LMR, LDH were related with PFS ( ≤ 0.05). Similarly, age and LMR were related with OS ( ≤ 0.05). The parameters (ALC, AMC, LMR, PLR) may be valuable prognostic factors in PGI-DLBCL patients. LMR, PLR at diagnosis are expected to be independent prognostic factors for PGI-DLBCL patients.