The most transparent game in the lobby
Most casino games hide their odds behind symbols, cards or animations. The dice casino game does the opposite: it puts the odds on screen, in a slider you can drag, and lets you choose them. You pick how likely you want to win, the game tells you what that likelihood is worth, and then it rolls. There is nothing else underneath.
Mechanically, a number is generated at random from a fixed range. You have already declared a target and a direction — either you win if the roll comes in above your target, or you win if it comes in below it. That is the dice roll over under mechanic, and it is the whole game. No board, no cards, no timing.
For someone who has never played a casino game, this is arguably the best possible starting point, because it makes the central bargain of gambling completely visible rather than burying it. You are not being asked to guess anything. You are being asked to choose a trade-off, out loud, before every roll.