dont really need to do extensive tests to know it has no effect.
i dont know if you play roulette much but most people bet on numbers/colours NOT coming up after a few hits in the same number/sector etc. So if the ball and wheel where spun identical to the previous times this again would have no effect on the odds of those numbers not coming up and you winning
Your approach is you don't need to do any tests whatsoever to learn if something is true. Aside from that being a **** poor approach to any effort in gaining knowledge, it is even worse when there is money at stake. Is your trading the same? Or do you look for things with evidence that they work? I guess/hope the latter. I'm not talking about backtesting here, I'm talking about you actually taking some results. You should just admit, you have never tested a roulette wheel, and even more than that, you don't know whether the past result affects the future result, because it is beyond your capability. If you did that, fine. You take it for granted, but why? Lots of people take many things for granted. Some people take for granted that the markets are completely random, a random walk, and you can't possible make money from them. Do you accept that? That is common knowledge, just like roulette wheels being random, or coin tosses for that matter. I don't accept any of that until I see proof.
If the initial conditions are not the exact same, then the result can be affected. If I toss a coin with a different power, or from a different side up, the result may be different.
These are gambling games that are designed to
approximate something random that is hard to predict. They are not more than that. Stop thinking they are the perfect random games. They are designed by people, often many years ago to appear random and beyond prediction. They are not truly random, as evidenced by the fact that research on coin tosses show they might not be 50/50 and tossing a coin with machine precision from the same initial conditions can get you a head
every time. Also as evidenced by people going into casino with the right equipment and predicting which third the roulette wheel will fall into. That's an edge. They've made money. You have some assumptions. I asked you why you hold them, and you answer is that you don't need to verify them to know.