This study investigates the effects of varying waste swine oil biodiesel blends on the emission characteristics and efficiency of a compression ignition (CI) engine. Through a series of controlled experiments, the engine was operated under a constant load of 25% across different speeds ranging from 1200 to 1800 rpm. This study meticulously recorded the emissions of carbon monoxide (CO), hydrocarbons (HC), carbon dioxide (CO2), nitrogen oxides (NOx), and particulate matter (PM), along with performance metrics, including Brake Specific Fuel Consumption (BSFC) and Brake Thermal Efficiency (BTE). The results revealed a clear inverse relationship between biodiesel blend percentage and emissions of CO, HC, and PM. CO emissions decreased from 0.76 at 1200 rpm to 0.22 at 1800 rpm for the B80 blend, compared to pure diesel. Similarly, HC emissions showed a decline from 36 to 20 for the B80 blend. Conversely, CO2 and NOx emissions increased in higher biodiesel blends, with CO2 peaking at 2.9 for the B80 blend and NOx emissions rising from 103 for pure diesel to 165 for the B80 blend. PM emissions also decreased with higher blends, from 15 in pure diesel to 10 in the B80 blend. This comprehensive analysis reveals that while biodiesel significantly reduces specific emissions, it also poses challenges in terms of increased fuel consumption and reduced thermal efficiency. The findings emphasize the need for advanced engine technologies and optimization strategies to harness the full potential of biodiesel as a sustainable and environmentally friendly alternative to diesel.