He was wearing a cap most of the time as a kid so it's not strange that his ahoge was hidden. (Or the different coloring hair is because he got a short haircut or something.)
Also, if you look closely, Eiji's hair is a bit more spiky or frayed on the edges. He's also more energetic in all the...