Low-dimensional ultrawide bandgap semiconductors demonstrate great potential in fabricating solar-blind ultraviolet photodetectors. However, the widespread use of detectors is still limited by the low responsivity, large noise, and dark current, and especially few detectors can fulfill the solarblind ultraviolet detection and the polarization dependence simultaneously. Herein, a polarization sensitive solar-blind ultraviolet photodetector based on ultrathin KNb 3 O 8 nanobelts synthesized via chemical vapor deposition growth, is reported. By selecting suitable substrate and tuning the growth temperature, the nonlayered KNb 3 O 8 crystal is grown into the quasi-1D ultrathin nanobelt with thickness in the range of 4.8-120 nm. Density functional theory calculations and experimental results indicate that the ultrathin KNb 3 O 8 nanobelt possesses an ultrawide bandgap (4.15 eV) as well as unusual in-plane structural anisotropy. Benefiting from the above features, the ultrathin KNb 3 O 8 nanobelt-based device exhibits superior photodetection performances with high responsivity (30 A W −1 ), high detectivity (5.95 × 10 11 Jones), and ultralow dark current (7.1 × 10 −15 A) in the solar-blind ultraviolet region (230-280 nm). In addition, the KNb 3 O 8 photodetector displays strong polarization sensitive photoresponse with a linear dichroic ratio of 1.62 at 254 nm. With these remarkable features, the ultrathin KNb 3 O 8 nanobelt provides great opportunities for designing the next-generation multifunctional solar-blind ultraviolet optoelectronic devices.