Blind Pass is a bay located in Collier County, Florida. It appears on the Cape Romano USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.08 feet (0.02 m) above sea level. The nearest populated place is Caxambas, approximately 2.6 miles to the NNW.