Reagents such as hematoxylin, eosin, and other staining chemicals can differ in concentration, pH levels, and buffer systems. These differences can affect staining intensity, clarity, and specificity. Some suppliers may offer reagents that are more stable over time, reducing the need for frequent calibrations and adjustments.