Blood glucose levels are determined via a fasting blood sugar test. Prediabetes, diabetes, and gestational diabetes may all be diagnosed in this straightforward, risk-free, and widely used manner. Impact and prediction of type 2 diabetes based on fasting blood glucose levels were investigated. When dealing with diabetes, it is crucial that blood sugar levels be kept within healthy ranges, and prompt detection and treatment of problems is also crucial.