The early trading session of the futures market today was relatively weak, with main contracts generally under pressure. Among them, polysilicon led the decline, falling nearly 9%, followed closely by Shanghai nickel, which dropped over 4%. Products such as caustic soda, industrial silicon, Shanghai silver, soda ash, coke, and alumina all declined by more than 2%, with synthetic rubber and coking coal also retreating by over 1%. In contrast, energy commodities performed relatively resiliently, with low-sulfur fuel oil rising over 3%, crude oil gaining more than 2%, and fuel oil increasing by over 1%. From the market rhythm perspective, commodities showed clear differentiation, and investors should closely monitor subsequent trends.