{ "study": "FXAbsolute Phase 6: twenty trending XAUUSD strategies, backtested after costs", "generatedOn": "2026-08-29", "methodologyVersion": "6.0.0", "summary": { "strategiesTested": 20, "totalTrades": 39947, "totalBacktests": 460, "exitConfigurationsPerStrategy": 9, "profitableAfterCosts": 2, "survivingFdr5Pct": 0, "positiveInHoldout": 8, "positiveInBothPeriods": 0, "positiveGridCells": 22, "totalGridCells": 180, "ambiguousTrades": 54, "ambiguousSharePct": 0.14, "buyAndHoldReturnPct": 142.21, "bestExpectancyR": 0.0068, "bestStrategy": "Previous-day high / low breakout continuation", "worstStrategy": "EMA21 + RSI(2) M5 pullback", "beatingRandomEntry": 7, "randomEntryExpectancyR": -0.0401 }, "methodology": { "selection": "The twenty strategies are the setups currently dominating XAUUSD trading content on YouTube: ICT and Smart Money Concepts, killzone session models, and the indicator scalps taught alongside them. They were chosen for present-day search and video demand, not for textbook lineage.", "riskTemplate": "Every strategy receives the same exit template so the test measures the entry signal rather than exit engineering: a stop at 1.5 ATR(14) of the signal timeframe, a target at 2R, and a time stop after 100 bars of that timeframe.", "positionSizing": "1% of running equity risked per trade, compounded from $10000, capped at 50x notional leverage.", "concurrency": "One position at a time per strategy. Signals arriving while a position is open are dropped and counted.", "ambiguity": "When one M1 candle contains both the stop and the target, the trade is ambiguous. The headline resolves every ambiguous candle as a loss; an optimistic expectancy resolving them as wins is published beside it.", "lookAhead": "Indicators are read only on closed candles. Swing points are used only after the confirmation bar. Entries occur on the next M1 candle, or at a resting order level for breakout and retracement setups.", "sessions": "Killzone, Silver Bullet, Judas Swing and Power of 3 windows are resolved in true America/New_York local time, so daylight saving shifts are handled rather than approximated with a fixed UTC anchor.", "holdout": "In-sample runs to 2025-01-01; everything from that date forward is a holdout that was never used to select a strategy or a parameter.", "multipleComparisons": "Testing twenty strategies makes roughly one false positive at p<0.05 likely, so one-sided p-values are corrected with Benjamini-Hochberg false discovery rate control.", "limitations": "Bid-only data with a modelled spread rather than recorded ask prices. No swap or financing. No news filter. No variable spread around releases or rollover. Slippage is a fixed allowance on stop exits only. Intrabar path inside one minute is unknown and is reported rather than assumed." }, "costModel": { "spreadUsdPerOunce": 0.3, "commissionUsdPerOunce": 0.07, "stopSlippageUsdPerOunce": 0.05, "spreadScenariosTested": [ 0.15, 0.3, 0.6 ], "note": "Source candles are bid. One full spread plus commission is charged per round turn, and stop exits pay an additional slippage allowance." }, "riskTemplate": { "stopAtrMultiple": 1.5, "targetR": 2, "maxHoldBars": 100, "stopAtrGrid": [ 1, 1.5, 2.5 ], "targetRGrid": [ 1, 2, 3 ] }, "source": { "file": "public/data/XAUUSD_M1.bin", "publicUrl": "https://fxabsolute.com/data/XAUUSD_M1.bin", "bytes": 37429744, "sha256": "b3472e52f51bae343be941a8e8fb6dbdbc8749896c907b6ef77144b9b8c5cd63", "declaredCandles": 1871487, "usableCandles": 1871487, "firstCandleUtc": "2021-01-03T23:00:00.000Z", "lastCandleUtc": "2026-04-30T23:59:00.000Z", "provenance": "Dukascopy historical bid prices, as recorded in scripts/fetch_candles.mjs." }, "validation": { "declaredBytesMatch": true, "duplicateTimestamps": 0, "outOfOrderTimestamps": 0, "nonMinuteTimestamps": 0, "invalidOhlc": 0, "largestGapSeconds": 262920, "largestGapAfterUtc": "2021-12-23T21:58:00.000Z", "holdoutSplitIndex": 1404101, "holdoutStartUtc": "2025-01-01T00:00:00.000Z", "nyTradingDays": 1652, "timeframeBars": { "M5": 374404, "M15": 124807, "H1": 31218, "H4": 8443, "D1": 1641 }, "structurePrimitives": { "fairValueGapsM5": 22210, "fairValueGapsM15": 7784, "orderBlocksM15": 4762 } }, "benchmarks": { "buyAndHold": { "full": { "entryPrice": 1910.09, "exitPrice": 4626.4, "returnPct": 142.21, "cagrPct": 18.09, "maxDrawdownPct": 21.48, "years": 5.32 }, "inSample": { "entryPrice": 1910.09, "exitPrice": 2624.25, "returnPct": 37.39, "cagrPct": 8.28, "maxDrawdownPct": 20.62, "years": 3.99 }, "holdout": { "entryPrice": 2625.42, "exitPrice": 4626.4, "returnPct": 76.22, "cagrPct": 53.34, "maxDrawdownPct": 19.32, "years": 1.33 }, "note": "One long position opened on the first candle close plus one spread and commission, held to the last candle. Drawdown sampled daily." }, "randomEntryControl": { "runs": 200, "tradesRequestedPerRun": 500, "expectancyR": { "mean": -0.0401, "median": -0.046, "p05": -0.1323, "p95": 0.0608 }, "tStat": { "mean": -0.657, "p95": 0.944 }, "winRatePct": { "mean": 37.34 }, "note": "Random entries drawn uniformly over the M1 series with a 50/50 direction coin, then run through the identical engine, risk template and cost model." } }, "engineValidation": { "note": "Three control runs proving the engine can detect an edge, is directionally symmetric, and introduces no drift of its own.", "foresightOracle": { "description": "Entries that know whether price is higher 3,000 minutes later.", "trades": 374, "winRatePct": 49.5, "expectancyR": 0.4195, "profitFactor": 1.784 }, "invertedOracle": { "description": "The same entries with the direction flipped.", "trades": 374, "winRatePct": 17.6, "expectancyR": -0.5216, "profitFactor": 0.397 }, "randomEntryZeroCost": { "description": "Random entries with spread, commission and slippage set to zero, averaged over independent samples.", "runs": 60, "tradesPerRun": 1000, "meanExpectancyR": 0.0069, "medianExpectancyR": 0.0083, "p05ExpectancyR": -0.0807, "p95ExpectancyR": 0.0728, "meanTStat": 0.119 }, "randomEntryWithCost": { "description": "The identical random-entry procedure paying the full modelled cost.", "runs": 60, "tradesPerRun": 1000, "meanExpectancyR": -0.0437, "medianExpectancyR": -0.0421, "p05ExpectancyR": -0.1307, "p95ExpectancyR": 0.0225, "meanTStat": -0.845 }, "costDragR": -0.0506 }, "significanceTest": { "method": "One-sided t-test on mean R per trade against H0 expectancy <= 0, then Benjamini-Hochberg FDR control at 5% across all twenty strategies.", "tests": 20, "alpha": 0.05 }, "ranking": [ { "position": 1, "id": "previous-day-breakout-continuation", "name": "Previous-day high / low breakout continuation", "family": "Breakout", "signalTimeframe": "H1", "trades": 1116, "winRatePct": 35.5, "expectancyR": 0.0068, "profitFactor": 1.01, "returnPct": -3.77, "maxDrawdownPct": 45.25, "medianCostShareOfR": 0.0545, "longExpectancyR": 0.0076, "shortExpectancyR": 0.0059, "holdoutExpectancyR": 0.1213, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": true }, { "position": 2, "id": "power-of-three-daily", "name": "Power of 3 (accumulation, manipulation, distribution)", "family": "ICT / Smart Money", "signalTimeframe": "H1", "trades": 394, "winRatePct": 35.5, "expectancyR": 0.0027, "profitFactor": 1.004, "returnPct": -2.89, "maxDrawdownPct": 16.43, "medianCostShareOfR": 0.0563, "longExpectancyR": 0.0221, "shortExpectancyR": -0.0154, "holdoutExpectancyR": 0.0364, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": true }, { "position": 3, "id": "ict-ote-retracement-h1", "name": "Optimal Trade Entry (0.62-0.79 retracement)", "family": "ICT / Smart Money", "signalTimeframe": "H1", "trades": 1766, "winRatePct": 34.7, "expectancyR": -0.0191, "profitFactor": 0.972, "returnPct": -40.12, "maxDrawdownPct": 50.51, "medianCostShareOfR": 0.0489, "longExpectancyR": 0.0595, "shortExpectancyR": -0.0895, "holdoutExpectancyR": -0.0251, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": true }, { "position": 4, "id": "ict-silver-bullet-ny-am", "name": "ICT Silver Bullet (New York AM)", "family": "ICT / Smart Money", "signalTimeframe": "M5", "trades": 540, "winRatePct": 38.7, "expectancyR": -0.03, "profitFactor": 0.953, "returnPct": -18.9, "maxDrawdownPct": 28.76, "medianCostShareOfR": 0.0953, "longExpectancyR": -0.0543, "shortExpectancyR": -0.011, "holdoutExpectancyR": -0.0449, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": true }, { "position": 5, "id": "supply-demand-zone-retest-h1", "name": "Supply / demand zone retest", "family": "Zone trading", "signalTimeframe": "H1", "trades": 342, "winRatePct": 34.2, "expectancyR": -0.0315, "profitFactor": 0.954, "returnPct": -13.23, "maxDrawdownPct": 31.51, "medianCostShareOfR": 0.0509, "longExpectancyR": -0.0057, "shortExpectancyR": -0.063, "holdoutExpectancyR": 0.2005, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": true }, { "position": 6, "id": "session-overlap-momentum", "name": "London / New York overlap momentum", "family": "Session / killzone", "signalTimeframe": "H1", "trades": 1177, "winRatePct": 34.3, "expectancyR": -0.0318, "profitFactor": 0.954, "returnPct": -38.93, "maxDrawdownPct": 63.07, "medianCostShareOfR": 0.0552, "longExpectancyR": 0.011, "shortExpectancyR": -0.0782, "holdoutExpectancyR": 0.0758, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": true }, { "position": 7, "id": "ict-judas-swing-london", "name": "ICT Judas Swing (London killzone)", "family": "ICT / Smart Money", "signalTimeframe": "H1", "trades": 717, "winRatePct": 34, "expectancyR": -0.0395, "profitFactor": 0.943, "returnPct": -29.9, "maxDrawdownPct": 57.75, "medianCostShareOfR": 0.0589, "longExpectancyR": 0.0371, "shortExpectancyR": -0.109, "holdoutExpectancyR": 0.0126, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": true }, { "position": 8, "id": "ict-turtle-soup-prev-day", "name": "Turtle Soup (previous-day liquidity sweep)", "family": "ICT / Smart Money", "signalTimeframe": "H1", "trades": 881, "winRatePct": 33.5, "expectancyR": -0.054, "profitFactor": 0.923, "returnPct": -43.09, "maxDrawdownPct": 55.69, "medianCostShareOfR": 0.0539, "longExpectancyR": -0.0577, "shortExpectancyR": -0.0509, "holdoutExpectancyR": -0.124, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 9, "id": "asian-range-sweep-fade", "name": "Asian range sweep fade", "family": "Session / killzone", "signalTimeframe": "H1", "trades": 1142, "winRatePct": 33.4, "expectancyR": -0.0604, "profitFactor": 0.914, "returnPct": -55.2, "maxDrawdownPct": 70.29, "medianCostShareOfR": 0.0578, "longExpectancyR": -0.0126, "shortExpectancyR": -0.1028, "holdoutExpectancyR": -0.0121, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 10, "id": "killzone-newyork-breakout", "name": "New York killzone opening breakout", "family": "Session / killzone", "signalTimeframe": "H1", "trades": 1217, "winRatePct": 32.9, "expectancyR": -0.0698, "profitFactor": 0.902, "returnPct": -62.1, "maxDrawdownPct": 79.02, "medianCostShareOfR": 0.0553, "longExpectancyR": -0.0873, "shortExpectancyR": -0.0493, "holdoutExpectancyR": 0.1723, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 11, "id": "smc-inverse-fvg-m15", "name": "Inverse fair value gap", "family": "ICT / Smart Money", "signalTimeframe": "M15", "trades": 2403, "winRatePct": 34.8, "expectancyR": -0.0749, "profitFactor": 0.895, "returnPct": -86.97, "maxDrawdownPct": 90.77, "medianCostShareOfR": 0.0989, "longExpectancyR": -0.0936, "shortExpectancyR": -0.0559, "holdoutExpectancyR": -0.0334, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 12, "id": "killzone-london-breakout", "name": "London killzone opening breakout", "family": "Session / killzone", "signalTimeframe": "H1", "trades": 1208, "winRatePct": 32.7, "expectancyR": -0.0801, "profitFactor": 0.888, "returnPct": -66.28, "maxDrawdownPct": 70.2, "medianCostShareOfR": 0.0575, "longExpectancyR": -0.04, "shortExpectancyR": -0.1219, "holdoutExpectancyR": -0.0021, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 13, "id": "smc-fvg-retrace-m15", "name": "Fair value gap retracement entry", "family": "ICT / Smart Money", "signalTimeframe": "M15", "trades": 4422, "winRatePct": 34.1, "expectancyR": -0.0915, "profitFactor": 0.874, "returnPct": -98.87, "maxDrawdownPct": 99.47, "medianCostShareOfR": 0.097, "longExpectancyR": -0.1043, "shortExpectancyR": -0.079, "holdoutExpectancyR": 0.0163, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 14, "id": "smc-order-block-retest-m15", "name": "Order block retest", "family": "ICT / Smart Money", "signalTimeframe": "M15", "trades": 2615, "winRatePct": 34.3, "expectancyR": -0.093, "profitFactor": 0.873, "returnPct": -93.24, "maxDrawdownPct": 93.74, "medianCostShareOfR": 0.1056, "longExpectancyR": -0.1125, "shortExpectancyR": -0.0744, "holdoutExpectancyR": -0.0485, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 15, "id": "round-number-sweep-fade", "name": "Round number ($10 level) sweep fade", "family": "Zone trading", "signalTimeframe": "H1", "trades": 1315, "winRatePct": 32.2, "expectancyR": -0.0931, "profitFactor": 0.87, "returnPct": -74.16, "maxDrawdownPct": 79.11, "medianCostShareOfR": 0.0543, "longExpectancyR": -0.0502, "shortExpectancyR": -0.1348, "holdoutExpectancyR": 0.0301, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 16, "id": "smc-liquidity-sweep-choch-m15", "name": "Liquidity sweep + change of character (CHoCH)", "family": "ICT / Smart Money", "signalTimeframe": "M15", "trades": 2185, "winRatePct": 33.8, "expectancyR": -0.1089, "profitFactor": 0.852, "returnPct": -92.55, "maxDrawdownPct": 92.9, "medianCostShareOfR": 0.1068, "longExpectancyR": -0.0966, "shortExpectancyR": -0.1206, "holdoutExpectancyR": -0.0635, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 17, "id": "smc-bos-continuation-m15", "name": "Break of structure continuation", "family": "ICT / Smart Money", "signalTimeframe": "M15", "trades": 4630, "winRatePct": 33.7, "expectancyR": -0.1225, "profitFactor": 0.834, "returnPct": -99.78, "maxDrawdownPct": 99.81, "medianCostShareOfR": 0.1085, "longExpectancyR": -0.1182, "shortExpectancyR": -0.1269, "holdoutExpectancyR": -0.0502, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 18, "id": "equal-highs-lows-raid-m15", "name": "Equal highs / equal lows liquidity raid", "family": "ICT / Smart Money", "signalTimeframe": "M15", "trades": 1114, "winRatePct": 33.9, "expectancyR": -0.1239, "profitFactor": 0.833, "returnPct": -77.5, "maxDrawdownPct": 81.16, "medianCostShareOfR": 0.1204, "longExpectancyR": -0.1481, "shortExpectancyR": -0.0992, "holdoutExpectancyR": -0.0109, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 19, "id": "ema-9-21-m5-trend-filter", "name": "EMA 9/21 M5 scalp with H1 trend filter", "family": "Modern retail scalp", "signalTimeframe": "M5", "trades": 6935, "winRatePct": 34.7, "expectancyR": -0.186, "profitFactor": 0.766, "returnPct": -100, "maxDrawdownPct": 100, "medianCostShareOfR": 0.1939, "longExpectancyR": -0.1556, "shortExpectancyR": -0.2287, "holdoutExpectancyR": -0.0362, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false }, { "position": 20, "id": "ema21-rsi2-m5-pullback", "name": "EMA21 + RSI(2) M5 pullback", "family": "Modern retail scalp", "signalTimeframe": "M5", "trades": 3828, "winRatePct": 34.3, "expectancyR": -0.1871, "profitFactor": 0.761, "returnPct": -99.95, "maxDrawdownPct": 99.96, "medianCostShareOfR": 0.1768, "longExpectancyR": -0.1522, "shortExpectancyR": -0.2282, "holdoutExpectancyR": -0.1298, "bhAdjustedP": 1, "survivesFdr5Pct": false, "beatsRandomControl": false } ], "strategies": [ { "id": "ict-silver-bullet-ny-am", "name": "ICT Silver Bullet (New York AM)", "family": "ICT / Smart Money", "timeframe": "M5", "signalTimeframe": "M5", "trendNote": "One of the most-taught ICT setups on YouTube; whole channels exist for this single one-hour window.", "rule": "Inside 10:00-11:00 New York local time, take the first M5 fair value gap left by a displacement candle, and enter with a limit order at the near edge of that gap. Direction follows the gap.", "rawSignals": 540, "full": { "trades": 540, "winRate": { "successes": 209, "total": 540, "ratePct": 38.7, "ci95Pct": [ 34.7, 42.9 ] }, "expectancyR": -0.03, "totalR": -16.19, "profitFactor": 0.953, "avgWinR": 1.559, "avgLossR": -1.033, "maxDrawdownPct": 28.76, "finalEquity": 8110.23, "returnPct": -18.9, "tStat": -0.524, "sdR": 1.331, "ambiguousTrades": 0, "timeExits": 86, "stopExits": 304, "targetExits": 150, "optimisticExpectancyR": -0.03, "medianHoldMinutes": 69.5, "medianCostShareOfR": 0.0953, "longTrades": 237, "longExpectancyR": -0.0543, "shortTrades": 303, "shortExpectancyR": -0.011, "maxConsecutiveLosses": 14, "skippedInPosition": 0, "leverageCapped": 0 }, "inSample": { "trades": 401, "winRate": { "successes": 158, "total": 401, "ratePct": 39.4, "ci95Pct": [ 34.7, 44.3 ] }, "expectancyR": -0.0273, "totalR": -10.94, "profitFactor": 0.957, "avgWinR": 1.538, "avgLossR": -1.045, "maxDrawdownPct": 25.89, "finalEquity": 8652.54, "returnPct": -13.47, "tStat": -0.41, "sdR": 1.332, "ambiguousTrades": 0, "timeExits": 69, "stopExits": 221, "targetExits": 111, "optimisticExpectancyR": -0.0273, "medianHoldMinutes": 82, "medianCostShareOfR": 0.1098, "longTrades": 184, "longExpectancyR": -0.0948, "shortTrades": 217, "shortExpectancyR": 0.03, "maxConsecutiveLosses": 10, "skippedInPosition": 0, "leverageCapped": 0 }, "holdout": { "trades": 138, "winRate": { "successes": 50, "total": 138, "ratePct": 36.2, "ci95Pct": [ 28.7, 44.5 ] }, "expectancyR": -0.0449, "totalR": -6.19, "profitFactor": 0.93, "avgWinR": 1.639, "avgLossR": -1.001, "maxDrawdownPct": 20.01, "finalEquity": 9286.07, "returnPct": -7.14, "tStat": -0.395, "sdR": 1.335, "ambiguousTrades": 0, "timeExits": 16, "stopExits": 83, "targetExits": 39, "optimisticExpectancyR": -0.0449, "medianHoldMinutes": 56, "medianCostShareOfR": 0.0433, "longTrades": 52, "longExpectancyR": 0.0701, "shortTrades": 86, "shortExpectancyR": -0.1144, "maxConsecutiveLosses": 14, "skippedInPosition": 0, "leverageCapped": 0 }, "exitGrid": [ { "stopAtrMultiple": 1, "targetR": 1, "trades": 540, "winRatePct": 53.9, "expectancyR": -0.0659, "profitFactor": 0.876, "returnPct": -31.86 }, { "stopAtrMultiple": 1, "targetR": 2, "trades": 540, "winRatePct": 35.2, "expectancyR": -0.1072, "profitFactor": 0.856, "returnPct": -46.92 }, { "stopAtrMultiple": 1, "targetR": 3, "trades": 540, "winRatePct": 29.6, "expectancyR": -0.0616, "profitFactor": 0.923, "returnPct": -33.68 }, { "stopAtrMultiple": 1.5, "targetR": 1, "trades": 540, "winRatePct": 53.9, "expectancyR": -0.0126, "profitFactor": 0.975, "returnPct": -9.03 }, { "stopAtrMultiple": 1.5, "targetR": 2, "trades": 540, "winRatePct": 38.7, "expectancyR": -0.03, "profitFactor": 0.953, "returnPct": -18.9 }, { "stopAtrMultiple": 1.5, "targetR": 3, "trades": 540, "winRatePct": 35.4, "expectancyR": -0.0561, "profitFactor": 0.915, "returnPct": -30.27 }, { "stopAtrMultiple": 2.5, "targetR": 1, "trades": 540, "winRatePct": 50.4, "expectancyR": -0.0111, 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