Betting on a Two Million Dollar Flop

Is it better, as an author, to make a solid $50,000 on a book and have a tremendous success in the marketplace?

Or is it better to get a $2 million advance on a book and have it die on the vine of public prosperity and to have it slashed by the critics?

Is success for an author measured in popularity or by the pocketbook?