In order to establish the doping dependence of the critical current properties in the iron-based superconductors, the in-plane critical current density of -based superconductors (K-Ba122), (Co-Ba122), and (P-Ba122) in a wide range of doping concentration was investigated by means of magnetization hysteresis loop (MHL) measurements on single-crystal samples. Depending on the dopant elements and their concentration, exhibits a variety of magnetic-field and temperature dependences. (1) In the case of K-Ba122, the MHL of the underdoped samples exhibits a second magnetization peak (SMP), which sustains high at high and high , exceeding at and for . On the other hand, the SMP is missing in the optimally and overdoped samples and consequently rapidly decreases by more than one order of magnitude, although the change in is within a few K. (2) For Co-Ba122, the SMP is always present over the entire superconducting (SC) dome from the underdoped to the overdoped region. However, the magnitude of significantly changes with , exhibiting a sharp maximum at , which is a slightly underdoped composition for Co-Ba122. (3) For P-Ba122, the highest is attained at , corresponding to the highest composition. For the overdoped samples, the MHL is characterized by a SMP located close to the irreversibility field . Common to the three doping variations, becomes highest at the underdoping side of the SC dome near the phase boundary between the SC phase and the antiferromagnetic-orthorhombic (AFO) phase. Also, the peak appears in a narrow range of doping, distinct from the dome with a broad maximum. These similarities in the three cases indicate that the observed doping dependence of is intrinsic to the -based superconductors. The scaling analysis of the normalized pinning force density as a function of the reduced magnetic field shows that the peak position in the pinning force depends on , indicating a change in pinning with . On the other hand, samples always attain similar values of 0.40–0.45 for all the dopants, which may suggest that a common pinning source causes the highest . A quantitative analysis of the -dependent indicates that the two pinning mechanisms, namely, the spatial variations in (referred to as pinning) and the fluctuations in the mean free path pinning), are enhanced for the underdoped samples, which results in the enhancement of . Possible origins for the different pinning mechanism are discussed in connection with the dependence of , the residual resistivity, AFO domain boundaries, and a possible quantum critical point.