To investigate the effects of different initial processing methods on the quality of Fritillaria taipaiensis, this study explored the effects of anti-browning treatment, drying methods, and drying temperatures on the commercial characters, chromaticity values, and alkaloid and nucleoside components of Fritillariae Taipaiensis Bulbus. The results were comprehensively evaluated through correlation analysis(CA), principal component analysis(PCA), and hierarchical clustering analysis(HCA). Compared with those of the direct drying group(WD60), the chromaticity values(ΔE*) of the groups with scraped outer skin( FHB1) and mixed lime powder treatments(FHB2) were significantly reduced, indicating the inhibition of the browning process. The total alkaloid content of the group with mixed raw soil treatment(FHB3) and the FHB2 group showed no significant change, whereas that of the group with 5%Na Cl O solution rinse treatment(FHB4) was the lowest. Compared with air-blast dried(WD50) samples, the ΔE* values of freezedried(FS6) and vacuum-dried(FS5) samples were significantly decreased, with an increase in total alkaloid contents. Conversely,the ΔE* values of shade-dried(FS1) and sun-dried(FS2) samples were significantly increased, with severe browning and low total alkaloid contents. The total alkaloid contents of heat-pump-dried(FS4) samples showed no significant change, and their ΔE* value was significantly decreased, with a light degree of browning and favorable commercial characters. The total alkaloid content of air-blast dried samples initially increased and then decreased within the range of 40-80 ℃, and the highest content was recorded at 70 ℃. The ΔE* values of high-temperature air-blast dried samples(70-80 ℃) were smaller with a light degree of browning, whereas their texture was compact and lacked powder. CA revealed a significant relationship between the uracil content and chromaticity value of the samples(P< 0. 05). The clustering relationships among samples subjected to different treatments were visualized via PCA and HCA. The results showed that FHB2 and air-blast drying(50-60 ℃) were more suitable for large-scale production, and heat pump drying could be a promising direction for future development. This study provides a scientific basis for optimizing the initial processing methods of Fritillaria taipaiensis.