The invention discloses a special toughened high-temperature-resistant ceramic for fuel engine cylinder liners and a preparation method thereof. The special ceramic is prepared from the following raw materials in parts by weight: 42-54 parts of anorthite, 24-36 parts of kyanite, 38-49 parts of zirconite, 22-34 parts of bauxite, 16-22 parts of magnesium oxide, 13-19 parts of molybdenum disilicide, 2-4 parts of lanthanum oxide, 10-15 parts of silicon nitride, 5-10 parts of ferric oxide, 4-7 parts of hafnium boride, 11-17 parts of calcium oxide, 1-3 parts of thorium oxide, 5-8 parts of sorbitol, 2-4 parts of sodium oleate, 4-7 parts of triisopropanolamine, 3-5 parts of carboxymethyl alantin sodium, 10-15 parts of water glass, 8-14 parts of polyvinyl acetate, 3-6 parts of hydroxypropyl distarch phosphate and a right amount of deionized water. The molybdenum disilicide, silicon nitride, hafnium boride and sintering technique are adopted to enhance the heat resistance and toughening performance of the ceramic; abundant stable lanthanum oxide, calcium oxide and thorium oxide stabilizers are utilized to lower the sintering temperature and difficulty; and by using the stabilizers, the high-temperature resistance is up to 2000-2500 DEG C, the high-temperature resistance time is up to 760-850 hours, the toughness KIc is 4-6, and the folding strength is 400-600 MPa.