Pancreatic ductal adenocarcinoma (PDAC) is the most common cancer of the exocrine part of the pancreas, with poor prognosis. Up to 85% of PDAC patients are diagnosed with diabetes or hyperglycaemia at the time of cancer diagnosis. It indicates that impaired glucose homeostasis is a common event in PDAC. However, the mechanism of association between PDAC and diabetes is very complex and still not fully understood. The most important factor in the development of PDAC based on diabetes, is the long-term persistence of high intra-pancreatic insulin concentrations. A lowering of blood glucose levels is essential in type 2 diabetes mellitus management for the prevention and delayed progression of chronic complications. Currently, various classes of antidiabetic drugs are used in therapy. The influence of insulin treatment on the risk of PDAC is assessed as unclear. A recent analysis showed that this risk is higher in patients with new-onset diabetes. Insulin analogues were reported to be associated with PDAC, but recent trials did not confirm a significantly higher cancer risk. Metformin, recommended as the first-choice therapy in type 2 diabetes, possesses anti-cancer activity and can prolong the survival of PDAC patients. In can be used in monotherapy or with other antidiabetic drugs, such as SGLT-2 inhibitors, incretins, sulphonylureas, or thiazolidinediones. SGLT-2 inhibitors may be protective in PDAC by inhibiting tumour growth. Incretin-based therapy appears to have a beneficial effect in PDAC patients even after long-term therapy. Sulphonylureas and alpha-guanidine inhibitors are associated with a significantly lower risk of pancreatic cancer. But only one study reported an association between therapy with pioglitazone and an increased risk of PDAC. It is possible that specific types of antidiabetic drugs may have different impacts on pancreatic cancer development. Moreover, the intriguing question of whether diabetes can facilitate PDAC development remains unanswered. This review presents the results of recent studies on the effect of anti-diabetic treatment on pancreatic cancer development and potential mechanisms associated with the activity of these drugs.