Limits and responsibility

Can simulated trading results predict real performance?

First, the short version

No. Simulation can help you observe decision habits, but it cannot predict real returns. Real markets include liquidity, slippage, emotion, costs, rules, and risk that a training session cannot fully reproduce.

Who this is for

Read this if you are tempted to turn a good training score into confidence for live trading. Treat the score as a review signal, not as proof.

What to take away

  • Simulation is a learning environment, not a forecast.
  • Good results still need cautious interpretation.

How Zinuto helps

Look at process quality

Zinuto makes it easier to review whether a decision followed the rule you wrote.

Separate score from habit

A result can be lucky; repeated behavior is more useful to inspect.

What to watch

  • No training score should be treated as investment advice.
  • Real trading decisions remain outside Zinuto.

Next step

  • Review why a result happened before caring whether it was positive.
  • Track repeated mistakes across sessions instead of chasing one score.

Try the training loop with your own pace

Use Zinuto when you want a local desktop space for replay, notes, review, indicators, and market data you can inspect afterward.