Hey @Kevin Gong! Just some questions regarding Build Alpha, how you rank your strategies, and if you had a checklist, how it would go! This is what I mean by checklist in my head, kind of some sort of scoring metrics from "Most Important" to "Least Important". π CORE SCORING (0β100) β unchanged backbone 1) P&L / Drawdown Ratio β 25 <5 β 0 | 5β9.9 β 10 | 10β14.9 β 20 | β₯15 β 25 2) Average Trade (Net P&L Γ· Trades) β 15 <$50 β 0 | $50β99 β 8 | $100β149 β 12 | β₯$150 β 15 3) Trade Count β 10 <400 β 0 | 400β665 β 5 | β₯666 β 10 4) Monte Carlo Positioning β 20 Top quadrant (blue > most sims) β 0 Mid (~50th pct) β 10 Lower 50% β 20 5) Liquidity Test β 15 Liquidity lines < blue β 0 | Mixed β 7 | All > blue β 15 6) Noise Test β 10 Any flat/negative β 0 | All +, blue far above β 5 | All +, blue modestly inside cluster β 10 7) Variance Test β 5 Wide w/ negatives β 0 | Wide mostly + β 3 | Tight, no negatives β 5 8) Other Factors β 0 (Win %, Meta Systems, Slippage excluded from core; discuss qualitatively) β BONUS CONFIRMATION (+0β10) β show separately - Sharpe β₯1.5 β +3 | 1.2β1.49 β +2 | 1.0β1.19 β +1 - Profit Factor β₯2.0 β +3 | 1.7β1.99 β +2 | 1.5β1.69 β +1 - E-Ratio β₯1.3 β +2 | 1.1β1.29 β +1 - Equity Curve Consistency (smooth slope, distributed profits) β +2 (minor lumpiness +1) Report core /100 and bonus /10 separately. Max total = 110. π― SCORE INTERPRETATION (CORE ONLY) 90β100 Hedge Fund Ready | 75β89 Strong Candidate | 60β74 Decent but Risky | <60 Not Deployable