Does Nvidia CUDA video rendering speed vary by the graphic card?

I am going to buy a CUDA enabled graphics card to render videos faster. Are some graphics cards better than others when it comes to CUDA video rendering?|||Yes. Going higher in price the cards get more powerful. And have more 'CUDA Cores' Specifically GTX 400 and 500 series