Generally, have a look at How to see whether the model fit the real data well?
Method 1 is wrong. When a model is estimated with full information techniques, the model will perfectly match the observables. What you are currently doing is comparing 400 periods of artificially simulated data to the observed data. That means there is a stoch_simul somewhere that created this data.