Retirement planning,
fully simulated.
Killion links your real accounts and runs 1,000 market lifetimes across your whole plan: Monte Carlo projections, backtesting to 1928, and an AI assistant that can see your numbers.

Link the brokerages you actually own.
More than $180M in assets connected across 15+ brokerages and crypto exchanges.
Plug in once. We do the rest.
Killion links to every brokerage and crypto exchange through SnapTrade: read-only, in under three minutes. Every recommendation runs against the holdings you actually have, not the ones you remember.
- Read-only by designWe can see your positions. We cannot trade, transfer, or withdraw a dollar.
- Always in syncSchwab, Fidelity, Robinhood, IBKR, Coinbase: kept fresh automatically.
- Two-minute setupOne sign-in via SnapTrade. No spreadsheets after that.
Run a 1,000-path Monte Carlo simulation.
See decades, not weeks.
Killion runs a thousand probabilistic simulations against your actual portfolio to project net worth, retirement runway, and FI date across the next sixty years. Adjust contributions, returns, or inflation and watch the cone of outcomes shift in real time.
- 1,000-path Monte CarloMedian, best 10%, and worst 10% projected across decades.
- Adjust any assumptionReturns, contributions, inflation, retirement age: instant feedback.
- Stress-test realityModel recessions, layoffs, or big purchases. See if your plan still holds.
Designed for complex incomes.
For anyone running the numbers on financial independence, modeling decades of returns to set a real FI date.
Read-only access, private by default.
A tool that respects your money.
Killion is a planning tool, not an advisor. We don't trade for you, take commissions, or sell your data, and account access is read-only by design.
- No commissions, no kickbacksWe charge a flat subscription. We never get paid by funds, brokers, or advisors.
- Your data isn't for saleNo ads, no data brokers, no cross-site tracking. Traffic analytics are cookieless and anonymous. Your subscription is how we pay the bills.
- Encrypted end to endEncrypted in transit and at rest, with credentials never stored by us.
What we have not done yet.
SOC 2 Type II certification is on our roadmap and has not been completed, and we have not commissioned a third-party security audit. We would rather say that than imply an audit we have not passed. The full security position.
Original research, not recycled advice.
We run the simulations ourselves and publish what came out, including when the result is inconvenient.
Is the 4% Rule Still Safe? We Ran 5,000 Simulated Retirements
Is the 4% rule still safe? Flexible 4% lasted in 100% of 5,000 simulations; rigid 4% failed 1.1%. Full safe withdrawal rate trade-off table.
What a 1% Investment Fee Really Costs Over 40 Years
What a 1% fee costs over 40 years: we simulated 5,000 lifetimes at 0%, 0.5%, and 1% expense-ratio drag. The dollar gap is larger than the percentage sounds.
Sequence of Returns Risk: What If the Market Crashes the Year You Retire?
Sequence of returns risk explained: the same 40% crash dropped success from 86% to 71% at retirement age 65, but only to 81% at age 48. 5,000 simulations.