Amplifier. Likely to make a very big difference. Typically twice the difference that would come from other components.
I highly recommend trying Audioqurst Hurricane if you want transparent sound (that is, exactly what your components sound like) and Cardas Clear Beyond is you think your system might sound a tad better if it had a slightly warmer more bloomed midrange. For Cardas the lower the tier, the warmer the sound.