The invention belongs to the field of spring steel and production methods thereof, and particularly relates to corrosion resistant spring steel with tensile strength of more than or equal to 2100 MPaand a production method thereof. The corrosion resistant spring steel comprises the following chemical components of, in percentage by weight, 0.57-0.63% of C, 1.50-2.00% of Si, 0.40-0.60% of Mn, 0.80-1.00% of Cr, 0.02-0.10% of V, 0.015-0.04% of Nb, 0.05-0.15% of Ni, 0.05-0.15% of Cu, 0.01-0.03% of Re, less than or equal to 0.015% of P trace, less than or equal to 0.015% of S trace, less than or equal to 0.0015% of O, less than or equal to 0.006% of N, less than or equal to 0.00015% of [H], and balance Fe and other inevitable impurities. The production method comprises the following steps of smelting, refining, vacuum degassing, continuous casting and wire rod rolling; and after the heat treatment, the tensile strength is 2100-2200 MPa, the grain size of the steel is larger than or equal to 10 grade, the elongation after fracture is larger than or equal to 12%, the cross-section shrinkage is larger than or equal to 42%, the fatigue resistance is larger than or equal to 850 MPa, and thecorrosion resistance is good.