Guessing this is a historic map, so day 1 has more advanced research available?
If you research infantry level 4, then you can upgrade directly from 1 to 4. With war bonds, this gets a lot easier. Just speed up the research.
Starting infantry upgrades are one of the best research investments in the game. Especially if you need to defend early on.
Your opponent knows what he's doing.