Financial Planning Research

Advanced, research-grade simulations based on high-resolution Monte Carlo models. All tools use Real Dollars (inflation-adjusted).

STAGE 1 Wealth Accumulation & Growth (Early Career)

Time to FI

Calculate when you will likely reach your FI number using advanced Monte Carlo simulations.

Accumulation Simulator

Simulate potential compound growth trajectories for your savings before retirement.

STAGE 2 Decumulation & Retirement Planning (Post-FI & Transition)

Early Retirement Bridge

HOT

Optimize withdrawals across accounts to safely bridge the pre-60 gap tax-free.

Roth Conversion & ACA

Optimize multi-decade Roth conversions to maximize ACA subsidies and minimize lifetime taxes.

Decumulation (Fixed SWR)

Simulate fixed-spending trajectories to analyze sequence of returns risk (SORR).

Decumulation (Variable SWR)

Simulate flexible spending guardrails under a dynamic performance-based Variable Withdrawal Strategy.

SWR Sweep Success Dashboard

Explore a shaded color heatmap grid matching success rates across SWRs and withdrawal horizons.

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Time to FI Calculator

INSTRUCTIONS

Simulate 500 market trajectories to determine exactly what year or age you will cross your target FI threshold. Includes Coast and Barista FIRE adjustments. View Sample

Time to FI Calculator Chart Preview

Portfolio Accumulation Simulator

INSTRUCTIONS

Simulate 500 market trajectories to visualize how your savings and contributions grow over a fixed wealth accumulation time horizon. View Sample

Portfolio Accumulation Simulator Chart Preview

Portfolio Decumulation Simulator (Fixed SWR)

INSTRUCTIONS

Simulate 500 potential market trajectories to visualize how sequence of returns risk impacts your portfolio balance during retirement drawdown under a fixed, inflation-adjusted spending strategy. View Sample

Note: This simulator models a rigid, fixed SWR (adjusted only for inflation). If you want to simulate dynamic spending guardrails that reduce withdrawals in market downturns, use the Portfolio Decumulation Simulator (Variable SWR).

Portfolio Decumulation Simulator Chart Preview

Safe Withdrawal Rate - Sweep SWR/Years

INSTRUCTIONS

The chance of your money lasting across different spending rates and retirement durations. View Sample

Portfolio Decumulation Simulator (Variable SWR)

INSTRUCTIONS

Simulate portfolio balance trajectories and dynamic withdrawal amounts under a flexible, performance-based Variable Withdrawal Strategy (VWS) with dynamic guardrails. View Sample

Variable SWR Simulator Chart Preview
Core Parameters
Spending Strategy Limits
Fixed: 0 | Flexible: 50 | Pure Variable: 100+
Market & Costs
Standard: 6.1% (Broad Equity)

Roth Conversion & ACA Subsidy Optimizer

INSTRUCTIONS

Calculate how Roth conversions can impact your healthcare (ACA) costs, federal taxes, and long-term account balances. View Sample

Roth Conversion Optimizer Chart Preview
Portfolio & Spending
Percentage of taxable account in dividend producing assets, remainder in stocks.
Timeline & Security
Market & Geography
Estimated annual unsubsidized cost of a Silver ACA plan per person.
Analysis Options
Ensures income enables ACA marketplace access.
Penalty-free early withdrawals via scheduled payments.
Values Roth growth for heirs.
Estimated effective rate for your heirs.

Early Retirement Bridge Optimizer

INSTRUCTIONS

Analyze if your taxable brokerage and Roth accounts can safely bridge the gap to your target Bridge End Age penalty-free; or if you need to withdraw from your Traditional retirement accounts to make it. Under the hood, this optimizer runs our high-fidelity dynamic programming optimizer to maximize ACA subsidies and minimize lifetime taxes, focusing the visual outcomes precisely on the custom bridge window. View Sample

Early Retirement Bridge Optimizer Chart Preview
Portfolio & Spending
Your primary bridge asset to fund the pre-60 gap.
Timeline & Demographics
Timeline for the bridge simulation (maximum age: 75).
Analysis Options