The invention belongs to the field of electronic ceramic materials, and provides a low thermal expansion cordierite-based glass-ceramic material and a preparation method thereof, which are used for ultra-large-scale integrated circuit packaging. The glass-ceramic material of the present invention is composed according to the mass percentage: MgO is 15-19wt%, Al 2 o 3 26~30wt%, SiO 2 46~50wt%, ZrO 2 2~6wt%, B 2 o 3 1~5wt%, K 2 O is 1 ~ 3wt%; by introducing K 2 O as modifier, ZrO 2 As a crystal nucleating agent, B 2 o 3 As a fever reducer, it inhibits a part (MgAl 2 Si 3 o 10 ) 0.6 phase inversion to Mg 2 al 4 Si 5 o 18 phase, thereby adjusting the coefficient of thermal expansion towards the Si chip (3.5×10 ‑6 / ℃), and at 2.5~3.5×10 ‑6 / °C adjustable, good thermal stability; at the same time, the bending strength can reach 150-200MPa, the Young's modulus can reach 80-95GPa, the dielectric constant is 5-6 (@1MHz), and the dielectric loss is 0.5-1× 10 ‑3 (@1MHz), which can increase the signal transmission speed and greatly reduce power consumption; in summary, the low thermal expansion cordierite-based glass-ceramic material of the present invention is suitable for VLSI packaging, which can significantly reduce signal transmission delay and power consumption , well matched with silicon chips.