The invention discloses a composite biological carbon-based carrier with pesticide slow release performance and preparation method and application. The composite biological carbon-based carrier is prepared from modified biological carbon, a pesticide solution, sodium carboxymethylcellulose and bentonite. The preparation method comprises the following steps: A, washing rape stalks with water, drying, treating, smashing, and screening for later use; C, performing pyrolysis on the rape stalks at a certain temperature under the condition of limited oxygen to obtain biological carbon, treating the biological carbon with sodium hydroxide, washing with treated biological carbon with deionized water till the pH is constant, drying in a drying oven, and smashing to obtain the modified biological carbon; D, mixing the modified biological carbon with the pesticide solution to obtain a suspension-loaded pesticide, stirring at room temperature, uniformly mixing the sodium carboxymethylcellulose with the bentonite according to weight parts, aging for a certain time, and drying a solid substance in an air blast drying oven at a low temperature to obtain the composite carrier. The invention further relates to application of the composite carrier to rape cultivation. A composite controlled-release substrate does not generate any side effect on soil, has high environment compatibility, and can prolong the release time of the pesticide in soil.