Total factor productivity (TFP) is a key tool for understanding economic growth. Different methods like Solow surplus, stochastic frontier analysis, and Malmquist index are used to estimate TFP. This paper compares these methods mathematically, discussing their strengths and weaknesses. It also explores how data is handled and their real-world applications.