I've tried the example code you provided (changed parse to parseDouble to make it compile) and it works fine i.e. prints out big.
Is the code you were using exactly like the example you've shown?
I recommend the use of BigDecimal if you are going to be comparing the values of large doubles. It will take a String as a contructor argument and has compareTo or a max method that will provide the functionality you require.