The study investigates the adsorption of methylene blue dye using three adsorbents: activated carbon, corncob activated carbon, and ion exchange resin across batch and continuous processes. Results show that the Langmuir isotherm model fits the data better, with maximum adsorption capacities varying by adsorbent; radial flow reactors outperformed vertical flow reactors in pollutant removal. The research highlights the effectiveness of low-cost adsorbents like corncob in treating dye-laden wastewater.