The present invention discloses a high performance modified styrene butadiene rubber composition. The high performance modified styrene butadiene rubber composition is prepared from the following raw materials: styrene butadiene rubber, epoxidized natural rubber, a carbon nano-tube, modified montmorillonite, nano aluminium nitride, precipitation-method white carbon black, modified boehmite, nano aluminium hydroxide, nano magnesium hydroxide, stearic acid, sulfur, zinc oxide, organic silicon peroxide, polyvinyl alcohol, diphenyl phosphate, lanthanum stearate, an anti-aging agent RD, an anti-aging agent NBC, an anti-aging agent 4010NA, diethyl dithiocarbamate zinc, dithiocarbamate cerium formate glutamate, an accelerant DM and triethyl citrate. wherein a modifier of the modified boehmite is a mixture comprising one or more of methacrylic acid, itaconic acid, sorbic acid, maleic acid, arachidonic acid and linoleic acid. The high-performance modified styrene butadiene rubber composition provided by the present invention has high strength, good abrasion resistance, and excellent heat resistance and weather resistance.