In This Paper We Presentcomparative Analysis of Clustering Using Optimization Algorithms. the Data Clusteringis Recognized Data Analysis Technique In Data Mining This Paper Is Also Based on Comparative Study of Ga; Aco & Pso Baseddata Clustering Techniques. to Compare the Results We Use Different Metricssuch As Weighted Arithmetic Mean, Standard Deviation, Normalized Absolute Error& Precision Value That Measured the Performance to Compare and Analyze Theresults.