Since intensive care unit (ICU) admission and chemotherapy use near death impair the quality of life, we studied the prevalence of both and their correlation with hospital volume in incurable gastroesophageal cancer patients as both impair the quality of life. We analyzed all Dutch patients with incurable gastroesophageal cancer who died in 2017–2018. National insurance claims data were used to determine the prevalence of ICU admission and chemotherapy use (stratified on previous chemotherapy treatment) at three and one month(s) before death. We calculated correlations between hospital volume (i.e., the number of included patients per hospital) and both outcomes. We included 3748 patients (mean age: 71.4 years; 71.4% male). The prevalence of ICU admission and chemotherapy use were, respectively, 5.6% and 21.2% at three months and 4.2% and 8.0% at one month before death. Chemotherapy use at three and one months before death was, respectively, 4.3 times (48.0% vs. 11.2%) and 3.7 times higher (15.7% vs. 4.3%), comparing patients with previous chemotherapy treatment to those without. Hospital volume was negatively correlated with chemotherapy use in the final month (rweighted = −0.23, p = 0.04). ICU admission and chemotherapy use were relatively infrequent. Oncologists in high-volume hospitals may be better equipped in selecting patients most likely to benefit from chemotherapy.