vital importance in automatization, space and underwater communication, biological sterilization detection, and astronomical observation applications. [1][2][3][4][5] Wide bandgap semiconductors (WBSs) offer some obvious advantages over conventional silicon-based SBPDs and photomultiplier tubes due to their superior intrinsic properties including large bandgaps, high thermal stability, and excellent antiradiation characteristics. Therefore, the state-of-the-art SBPDs based on WBSs, such as SiC, diamond, [6] II-oxides, [7,8] and III-nitride materials, [9][10][11] serve as highperformance active layers and are widely reported. At the same time, these devices still have some challenges. For instance, the dangling bonds on such nonlayered WBSs may become trapping states or scattering centers, which hinder the effective transport of charge carriers in the channel and weaken the device performances. [5,12] Recently, the emergence of photodetectors based on 2D materials has opened up an avenue to circumvent the abovementioned dilemma owing to their free surface dangling bonds. [13,14] In addition, 2D materials usually have atomic thickness, [15] high specific surface area, [16] and strong light-matter interaction, [17] which can provide high responsivity and photoconductive gain in nanoscale photodetectors. [18][19][20][21][22] Such 2D materials Exploring 2D ultrawide bandgap semiconductors (UWBSs) will be conductive to the development of next-generation nanodevices, such as deep-ultraviolet photodetectors, single-photon emitters, and high-power flexible electronic devices. However, a gap still remains between the theoretical prediction of novel 2D UWBSs and the experimental realization of the corresponding materials. The cross-substitution process is an effective way to construct novel semiconductors with the favorable parent characteristics (e.g., structure) and the better physicochemical properties (e.g., bandgap). Herein, a simple case is offered for rational design and syntheses of 2D UWBS GaPS 4 by employing state-of-the-art GeS 2 as a similar structural model. Benefiting from the cosubstitution of Ge with lighter Ga and P, the GaPS 4 crystals exhibit sharply enlarged optical bandgaps (few-layer: 3.94 eV and monolayer: 4.50 eV) and superior detection performances with high responsivity (4.89 A W −1 ), high detectivity (1.98 × 10 12 Jones), and high quantum efficiency (2.39 × 10 3 %) in the solar-blind ultraviolet region. Moreover, the GaPS 4 -based photodetector exhibits polarization-sensitive photoresponse with a linear dichroic ratio of 1.85 at 254 nm, benefitting from its in-plane structural anisotropy. These results provide a pathway for the discovery and fabrication of 2D UWBS anisotropic materials, which become promising candidates for future solar-blind ultraviolet and polarization-sensitive sensors.