How do you design a simulation-game choice so that players can reason about it without immediately identifying the mathematically optimal answer?

[arianrakibul]

In decision-heavy games, clarity is important. Players need enough information to understand what they are choosing and why an outcome occurred. But if every option clearly maps to a visible numerical benefit, the decision can stop feeling like a choice and start feeling like a calculation.

Life simulation games make this especially interesting because several values may compete at once. A decision could affect health, happiness, knowledge, savings, or future opportunities. Showing every consequence in advance improves transparency, but it can also remove uncertainty and reduce the value of experimentation.

I’m helping promote 1 in 8 Billion, a browser-based life simulator featuring character statistics, different starting circumstances, player decisions, and life progression.

Game: https://1-in-8-billion.com/

For developers working on simulations or management games: how much information do you expose before a player commits to a choice? Do you show exact stat changes, use qualitative hints, reveal only immediate effects, or let players learn the relationships through repeated play?

I’d also be interested in examples where a game communicates trade-offs clearly without making one option feel objectively correct.