Going all in on coin speed or luck

Until level 5, it's luck-based. After that, if you focus on coin speed, you can clear it more easily than you think.

If you get stuck, I found that if you find a stage you've already cleared that gives a lot of coins and grind it repeatedly to upgrade, you can then push through the current stage.