The purpose of this study was the development of formulations of white chocolate for diabetics with replacement of sucrose by sucralose (Su) and Stevia (St) using a mixture experimental design. The kinetic studies of thermodegradation which showed that binary combinations of Stevia with sucrose had synergistic effects since the matrix presented a lower thermal sensitivity to the non-enzymatic browning reaction than the samples formulated from the individual components. The phenomena of blooming during storage were studied by a computer vision system and image analysis. The results of sensory analysis revealed that the sample 100%St was not acceptable; however, combining Stevia with sucrose and sucralose, acceptable sensory chocolates were obtained with no statistically significant differences, compared to control 100%S (P> 0.05). Our study provides a chocolate suitable for diabetics, with an appropriate combination of sensorially acceptable sweeteners with higher stability than control sample.