The annual rate is nominal with n compounds per year. Contribution frequency f determines actual dates, independently of n. End deposits occur at k/f; beginning deposits at (k−1)/f. A zero horizon adds no later deposits.

Why Starting Early Matters More Than Starting Big

Each later case shortens the same deposit schedule. Cash before starting is excluded; one-time deposits remain relative to the new start. Outcomes can improve or worsen with losses.

Check the active fields and model bounds. Time is searched at monthly checkpoints through 100 years; the rate search is above −100% through 200%.

The Hidden Cost of Investment Fees

Default annual positive-gain model.

Using 30 years, monthly compounding and end-month $500 deposits, a 1% year-end fee reduces $691,150.47 to $558,595.81: a $132,554.66 ending-balance gap. Tax and investment-product differences are excluded.

Positive actual growth is taxed at year-end and at the final partial horizon for taxable accounts; deposits are not gains and losses receive no tax credit. Fees follow tax. Pre-tax withdrawals tax the full ending balance separately.

Monte Carlo: Planning for Uncertainty

The 500 paths use independent annual lognormal assumptions and the same cash schedule. Zero volatility matches the deterministic model. Percentiles and target frequencies describe the chosen model, not calibrated confidence or future market probabilities.

Tax-Advantaged Compounding

Default annual positive-gain model.

Positive actual growth is taxed at year-end and at the final partial horizon for taxable accounts; deposits are not gains and losses receive no tax credit. Fees follow tax. Pre-tax withdrawals tax the full ending balance separately.

Equal cash deposits assumed. Eligibility, limits, deductions and qualified-withdrawal rules are excluded.