Iodates capable of exhibiting large second-harmonic-generation (SHG) response, wide transparent windows, and ease in crystal growth are an ideal materials class for the design of mid-infrared (IR) nonlinear optical (NLO) crystals. In previous research, we have presented a new strategy for effectively designing noncentrosymmetric iodates on the basis of the structure-directing properties of d 0 transition-metal (TM) oxide fluoride anions. However, due to the d−d electronic transition of TM cations, the band gaps of these TM-containing iodates are relatively small. In this study, we substituted TM cations of β-Ba[VFO 2 (IO 3 ) 2 ] (BVIF) with In 3+ cations and successfully synthesized the first F −containing indium iodate, Ba[InF 3 (IO 3 ) 2 ]. It has a similar structure and exhibits an SHG response equivalent with that of BVIF. Remarkably, however, the band gap of Ba[InF 3 (IO 3 ) 2 ] is larger than that of BVIF. The analysis of the structure−property relationship indicates that the enlarged band gap mainly originates from the removal of TM cations. In addition, due to the strong anisotropic polarization of the [IO 3 ] − groups, Ba[InF 3 (IO 3 ) 2 ] can also exhibit a large birefringence (0.172@1064 nm), which not only is helpful for the phase-matching ability of Ba[InF 3 (IO 3 ) 2 ] in a wide wavelength range but also suggests that Ba[InF 3 (IO 3 ) 2 ] may be a potential birefringent crystal.