The Gen 3 Prius takes an H11 bulb in the oem foglight and the lowbeam headlight (non LED equipped models). The 9005 is used in the highbeam.
I bought a pair identical to these. They're about as bright as a candle. If you just want neat decorative lights, go for it. Just don't expect any useful illumination.