Income Twitter had a big weekend. So let’s do something useful with it: take one real, public income portfolio and run the numbers. He’s shared all of them. Not a dunk. I want everyone here to be rich and happy, and plenty of people get rich the “wrong” way. Good for them. But, a lot of people are copying this setup without seeing where the cliff is. THE NUMBERS (all his) Spends $10–12k a month Holds about 10% of net worth in cash Says that cash covers 24+ months of spending Generates $35–40k a month in “income” and pays $10–12k a month in tax If 10% equals about 24 months of spending, the portfolio is roughly $2.4–2.8M. We'll just call it $3M. Spending $120–144k on $3M is a 4–4.8% withdrawal rate. For a 50-year retirement, research generally lands around 3.25–3.75%. If he's closer to $2.5m, that's 4.8-5.76%. Just because someone doesn't believe in safe withdrawal rates doesn't mean the withdrawal rate doesn't exist. He has one, and it’s a little high. I'll address this later, but safe withdrawal rates give you a way to avoid running out of money. If markets cooperate, in hindsight, you could have spent more. But, we don't get that crystal ball before we start spending from a portfolio. WHERE $35–40K A MONTH COMES FROM His high yield ETFs (SPYI, QQQI, GPIX, GPIQ, SCHD and others) yield about 9% blended. On ~$1.15M, that’s roughly $103k a year. He has other funds/stocks that in total yield somewhere around 1% along with his cash which we'll say is around 3-3.5%. Somewhere around $30k/year total across those two "sleeves." The other $300k+ is premium from options he sells himself: puts, then calls when assigned. He recently reposted the classic “sell 35 days out, 0.20 delta, kick back with a beer.” That premium balances the books. It’s also the part that worries me. He hasn’t spelled out the strategy, so I’m assuming it’s the wheel, the most popular version on X. The math works the same either way. 1. Premium isn’t extra return It’s payment for taking on crash risk. Selling calls gives away the big up years. Selling puts means buying the big down years. Day-to-day volatility looks lower, but the risk that matters doesn’t shrink. It’s also stacked. The covered-call funds are already short volatility on the S&P and Nasdaq, and selling puts on top makes the same bet twice. His growth, “income,” and options sleeves all run on one engine: US large cap. 2. Markets have fat tails In a calm market this looks like a paycheck. In a 2000 or a 2008: Puts get assigned far above where the market is To keep income coming, you sell calls below your cost The rebound gets called away A 24-month cash cushion is good. But the 2000–02 decline took about two and a half years to bottom, so the cushion runs out before the market does. Picking up pennies in front of a steamroller works until the steamroller shows up. 3. The tax round trip In fairness, SPYI and QQQI are genuinely tax-efficient. Nearly all of their payouts are return of capital, which is deferred, not eliminated. That tells you where a $120–144k tax bill comes from: his own options trades, taxed as short-term gains at ordinary rates. So he generates about $300k of taxable income he doesn’t spend, pays tax on it, and reinvests what’s left. Selling shares to cover spending would mostly be taxed at long-term rates, and only on the gain. That’s a fraction of the bill. Every dollar sent to the IRS early is a dollar that stops compounding. Funding spending from long-term gains instead could keep much of his federal tax at or near 0%, and a lower AGI could cut his health insurance costs meaningfully. 4. “I never sell shares” His funds do it for him. Covered-call distributions are funded by premium, asset sales, and return of capital, which is your own money coming back. A distribution is a sale you didn’t click. 5. He didn’t retire. He changed jobs. Watching deltas, rolling puts, and managing assignments every Friday, possibly for 50 years. That’s an unpaid portfolio-management job with no benchmark. And if he gets sick or loses interest, can his family run it? THE IRONY: HE’S ALMOST THERE At 3.5%, $3M supports about $105k a year. He spends $120–144k. Two or three more working years and he’d be at a rate that survives almost anything. Or, starting today, a guardrail spending rule (spend a bit less after bad years) supports starting rates in the mid-4% range. Add a few years of light part-time income and the gap closes. If his numbers are closer to $2.5m, then he's probably a bit further away... The wheel isn’t what makes this retirement work... It’s actually making it fragile. WHAT I’D DO INSTEAD - A broadly diversified total-return portfolio - 5–7 years of spending in bonds and T-bills, so a bad stretch never forces stock sales at the bottom - A guardrail spending rule - Sell shares tax-efficiently to fund life Boring, cheaper in tax, and no Fridays required. TO BE FAIR Nobody knows the future. Rigid 4% rules lead lots of people to underspend and die with money they could have enjoyed. His strategy could work even if his process is wrong. But the failure modes aren’t equal. Underspending is fixable. A blown-up early retirement at 45 with a ten-year résumé gap is not. THE GOOD NEWS You don’t need to pay anyone 1% to run this math. Give any decent LLM your real numbers (spending, portfolio size, taxes) and ask for your actual withdrawal rate and what happens in a 2000-style market. Ask the hard question, not “is my strategy good?” Saw some great takes this weekend from advisors and sharp DIYers alike. The more people stress-test these setups before copying them, the more people end up rich and happy. Not individual advice, but structural analysis and using one person as an example because someone rarely gives enough information to piece it all together. @OptimizedPort @egr_investor @TKopelman @Eric_M_Courage