The invention provides a pancreatic cancer detection reagent, a pancreatic cancer detection kit, a pancreatic cancer detection device and application. The detection reagent comprises antibodies of anytwo or more of the following molecular markers, wherein CD3, CD4, CD8 and CD68 belong to a group A, CD11b, CD14, CD33, CD45RO, CD57, CD66b, CD163, FoxP3, LAG3, PD1, PDL1, TIGIT, panCK and TIM3 belongto a group B, and at least one molecular marker is selected from the group B. Detecting pancreatic cancer through the antibodies of two or more of the molecular markers provided by the invention hasthe advantages of high detection sensitivity and excellent specificity. Thus, the molecular markers are suitable for a multiple immunohistochemistry method to detect tumor microenvironment of a pancreatic cancer patient and are very advantageous, and consequently, whether the patient has a longer lifetime can be accurately predicted relatively, namely, prognosis is better.