Low-fat or reduced-fat chocolate products containing sucrose fatty acid polyesters and dextrose are provided which have texture and mouthfeel properties similar to conventional chocolate products. The sweetener used is dextrose or blends of dextrose and sucrose. These chocolate products are prepared using a sucrose fatty acid polyester or a blend of sucrose fatty acid polyesters in place of the conventional cocoa butter constituent and dextrose or blends of dextrose and sucrose in place of the conventional sucrose sweetener. The preferred form of dextrose is dextrose monohydrate. The sucrose fatty acid polyesters used do not necessarily mimic the rheological and thermal properties of cocoa butter. The improved chocolate products have similar texture and mouthfeel properties of conventional chocolate with significantly fewer calories and lower fat content. Moreover, the texture and mouthfeel properties can be varied for various uses by varying the relative proportions of the sucrose fatty acid polyesters and the relative proportions of the dextrose and sucrose in the sweetener. The use of dextrose results in chocolate compositions having improved mouthfeel and significantly reduced levels of waxiness.