That is called a gambling. You didn't suspect when you were winning almost everything because you were making a profit but only when you start losing money then all these kinds of thinking will start in mind. This is not sufficient to say that their site is suspicious but you need to provide proof for that claim. As per me, it is the common thing all gamblers will go through so you should spend only money which you can afford to lose in gambling.