llms.txt
+21 −4
https://compoundsim.app/llms.txt
− - [MCP server](https://compoundsim.app/mcp): connect an assistant over the Model Context Protocol at this URL (Streamable HTTP, no sign-in) to run the simulators and get a link to each scenario− - [How Monte Carlo Simulation Works for Investing, Without Math](https://compoundsim.app/articles/monte-carlo-simulation): drawing future returns, reading the results, and why the assumptions matter most− - [What Rate of Return to Assume for Long-Term Investing](https://compoundsim.app/articles/expected-return): past S&P 500 and world stock returns by period, total vs real, and currency− - [Sequence of Returns Risk: Why an Early Crash Hurts Retirement](https://compoundsim.app/articles/sequence-risk): how much the timing of a crash changes a retirement+ - [MCP server](https://compoundsim.app/mcp): connect an assistant over the Model Context Protocol at this URL (Streamable HTTP, no sign-in) to run the simulators and get a link to each scenario and to the articles that explain it+ - [How Monte Carlo Simulation Works for Investing, Without Math](https://compoundsim.app/articles/monte-carlo-simulation): How Monte Carlo simulation of monthly investing works: drawing future returns, reading the results, and why the assumptions matter most.+ - [What Rate of Return to Assume for Long-Term Investing](https://compoundsim.app/articles/expected-return): What return to enter in a compound interest calculator: past S&P 500 and world stock returns by period, total vs real, currency, and why to test a range.+ - [Sequence of Returns Risk: Why an Early Crash Hurts Retirement](https://compoundsim.app/articles/sequence-risk): The same market crash costs far more early in retirement than ten years in. A Monte Carlo simulation of sequence of returns risk shows how much.+ - [The 4% Rule: Failure Rates by Withdrawal Rate and Years](https://compoundsim.app/articles/four-percent-rule): The 4% rule says savings last 30 years if you withdraw 4% in year one and raise it with inflation. We test 3% to 6% over 20 to 40 years across 1,000 paths.+ - [Does Diversification Work in a Crash? Stocks, Bonds and Gold](https://compoundsim.app/articles/diversification-in-crashes): Diversification can't prevent a crash, but it can change how deep the fall goes. See how stocks, bonds and gold moved, and when bonds fell too.+ - [Lump Sum vs Dollar-Cost Averaging: Which Ends Higher?](https://compoundsim.app/articles/lump-sum-vs-dollar-cost-averaging): The same sum invested at once or spread over 1 to 20 years, across 1,000 simulated paths: which ended higher and how deep the paper losses went.+ - [How Long Does the Stock Market Take to Recover From a Crash?](https://compoundsim.app/articles/stock-market-crash-recovery): The S&P 500's worst crashes since 1993, the months each took to recover, how world and Nasdaq stocks fared, and how much sooner a monthly plan got back.+ - [Stock-Bond Allocation by Age: Drawdowns and Failure Rates](https://compoundsim.app/articles/stock-bond-allocation): Is 100 minus your age the right share of stocks? Five stock-bond mixes over 1,000 futures show what matters more than age.+ - [Nasdaq and SOX Crashes vs the S&P 500: Falls and Recoveries](https://compoundsim.app/articles/nasdaq-sox-crashes): How far the S&P 500, the Nasdaq 100 and the SOX semiconductor index fell in the same crashes, how long each took to recover, and the SOX's current fall.+ - [Monte Carlo Simulation Formula, and the Error in 1,000 Paths](https://compoundsim.app/articles/monte-carlo-simulation-formula): The math inside a Monte Carlo simulation of a monthly plan: the balance recursion, percentiles and success rates, and how much 1,000 paths vary.+ - [Monte Carlo Return Models: Normal vs Bootstrap vs Regime](https://compoundsim.app/articles/monte-carlo-return-models): Four ways to make monthly returns for a Monte Carlo simulation, tested on the same S&P 500 history: tails, runs of wild months, falls and drawdowns.+ - [Articles in de](https://compoundsim.app/de/articles)+ - [Articles in es](https://compoundsim.app/es/articles)+ - [Articles in fr](https://compoundsim.app/fr/articles)+ - [Articles in ja](https://compoundsim.app/ja/articles)+ - [Articles in ko](https://compoundsim.app/ko/articles)+ - [Articles in pt-BR](https://compoundsim.app/pt-BR/articles)+ - [Articles in th](https://compoundsim.app/th/articles)+ - [Articles in zh-Hans](https://compoundsim.app/zh-Hans/articles)+ - [Articles in zh-Hant](https://compoundsim.app/zh-Hant/articles)