The short answer is temperature, sunlight, and growth speed. In cooler spring conditions, new leaves develop more slowly. That slower development usually preserves tenderness and makes it easier for sweetness and umami to show clearly in the cup. As the season advances, the plant grows faster under stronger light, and the balance shifts toward more structure, more catechin-driven bite, and more straightforward intensity.
Sunlight also affects amino acid buildup. Reduced light helps the plant retain more of the compounds that read as softness and umami to drinkers. Full sun pushes the tea toward a brighter, brisker, more astringent profile. That is one reason spring teas often taste gentle while later harvests can feel tougher or more practical.
This later-harvest practicality is not a flaw. It is part of the reason teas like bancha, kukicha, and hojicha are so useful. Mature leaf and stems may lack the delicacy of ichibancha, but they often make better candidates for roasting, for softer low-cost daily tea, or for a warmer evening cup.