the larger the wallet, the more keys.. the more keys, the more transactions.. the more likely for the wallet to contain greater sums of money.. and at the very least, you could watch a wallet you've cracked, and wait for it to have a greater sum of money.
incoming transactions don't generate extra keys, afaik, so larger wallet would actually mean more money spent. Anyway, sipa's suggestion is much simpler.