Provided are a high modulus glass fibre composition, and a glass fibre and a composite material thereof. The content, given in weight percentage, of each component of the glass fibre composition is as follows: 55-64% of SiO2, 13-24% of Al2O3, 0.1-6% of Y2O3, 3.4-10.9% of CaO, 8-14% of MgO, less than 22% of CaO + MgO + SrO, less than 2% of Li2O + Na2O + K2O, less than 2% of TiO2, less than 1.5% of Fe2O3, and 0-1.2% of La2O3, and the range of a weight percentage ratio C1 is more than 0.26, wherein C1 = (Li2O + Na2O + K2O) / (Y2O3 + La2O3). The composition significantly increases the elastic modulus of glass, effectively inhibits the crystallisation tendency of glass, effectively reduces the liquidus temperature of glass, obtains an ideal ΔT value, is beneficial for improving the clarification effect of high modulus glass, and is particularly suitable for the tank furnace production of a high modulus glass fibre.