Background The study aims to evaluate whether preoperative systemic inflammatory response (SIR) markers or other hematologic variables, such as albumin, D-dimer, carbohydrate antigen 125 play a role in predicting chemotherapy response and survival outcome in patients with ovarian clear cell carcinoma (OCCC). Methods Preoperative leukocyte differential counts, platelet, serum albumin, plasma D-dimer and CA-125 levels were measured in patients with FIGO IC-IV ovarian clear cell cancer. The correlations of these hematologic biomarkers with clinicopathological features, chemotherapy response, and survival outcomes were further analyzed. Survival time was estimated using the Kaplan-Meier model, whereas Cox regression was conducted for multivariate analysis.Results Among the 84 patients, 28.6% were classified as platinum-resistant and 69.0% as platinum sensitive. Preoperative CA125, albumin, D-dimer, and neutrophil to lymphocyte ratio (NLR), monocyte to lymphocyte ratio were significantly correlated with FIGO stage, residual tumor, and platinum response. Platelet to lymphocyte ratio was not related to platinum response ( P =0.060). The median follow-up time was 28 months (range, 1 to 128 months). Preoperative CA125, albumin, and D-dimer were significant prognostic factors for overall survival (OS) and progression-free survival (PFS). In the univariate analysis, only NLR had prognostic significance for PFS ( P =0.007). Multivariate analysis indicated that D-dimer > 3.27 ( P = 0.001 for OS; P = 0.040 for PFS) and albumin <39.6 ( P = 0.005 for OS and P = 0.041 for PFS) retained significance.Conclusions Preoperative NLR has some predictive value for platinum resistance in patients with IC-IV stage OCCC, but has little predictive effect on prognosis. Elevated D-dimer and reduced albumin might be potential biomarkers for worse response to first-line platinum-based chemotherapy and poor clinical outcomes.