The invention discloses a horizontal axial wind following high-speed rotation wind power generator. The horizontal axial wind following high-speed rotation wind power generator structurally comprisesa tail wing, a power generator body, a cabin shell, windmill blades, a blade navigation mechanism, a fairing, a hub, a tower frame and a rotation shaft. Through installation and connection of the front end of a main direction shaft and an inner rod of the fairing, the main direction shaft follows rotation when the windmill blades are pushed by wind, an inner rotation rod and the main direction shaft can stably do the rotation movement through an insert at the time; meanwhile, an outer barrel directionally overturns through cooperation of equal-distance groove holes in the edge wall and obliqueteeth on the surface of a double-face winch, a retainer in an intermediate joint is used for conducting forward pushing, the main direction shaft rolls back and forth through fine balls so that an outer gear can be driven to accelerate to twist the integral mechanical power of a shaft piece in a gear case, the equipment can sufficiently utilize wind energy for volatilization, the blade rolling speed is increased, rapid power generation is conducted, and if the wind direction changes and reverse running happens, a spiral winch rod can brake the main direction shaft through the outer wall double-face winch, and the situation that the outer end of an inner shaft reversely rotates and is fractured or the gear case is damaged is prevented.