Boring then explosive — leakage-controlled walk-forward report

Generated 2026-07-16T12:04:19.584576+00:00; analysis boring-explosive-walk-forward-v1. Paper-only, no real orders.

REJECTED

The aggressive $100→$200 monthly benchmark is rejected for this run: $100 net profit was not achieved in every OOS calendar month; the monthly target did not survive removal of each month's best coin; the monthly target did not survive removal of each month's best trade; fill robustness failed because of incomplete exits, optimistic intrabar ordering, or excessive participation.

$100 net profit in every OOS calendar month from cash-only $100 positions

OOS net PnL$-19.16
Ending cash$+80.84
Trades / win rate18 / 22.2%
Profit factor0.11
Max drawdown$+19.16
Max exposure / capital use$+99.90 / 99.9%
Without best coin$-19.72
Without best trade$-20.48

OOS equity curve

$+94$+0

Walk-forward folds

Each selected parameter row is chosen from the training window only; the later OOS window is not a selection input.

FoldTrainUntouched OOSSelected on trainTrain PnLOOS PnLTradesPFMax DDNeighbors +
fold-012025-01-01 → 2025-07-012025-07-01 → 2025-10-01micro_breakout__time_stop$+49.57$-12.4380.10$+12.4329%
fold-022025-01-01 → 2025-10-012025-10-01 → 2026-01-01micro_breakout__time_stop$+49.57$-2.1570.32$+3.1629%
fold-032025-01-01 → 2026-01-012026-01-01 → 2026-04-01volume_confirmed__time_stop$+49.87$-0.8920.00$+0.8929%
fold-042025-01-01 → 2026-04-012026-04-01 → 2026-07-01volume_confirmed__time_stop$+49.87$-3.6910.00$+3.6929%
fold-052025-01-01 → 2026-07-012026-07-01 → 2026-07-15volume_confirmed__time_stop$+49.87$+0.000—$+0.0029%

Monthly $100→$200 benchmark

MonthPartialStart equityPnL$100 returnEnd equityTradesTargetWithout best coinWithout best trade
2025-07no$+100.00$-7.15-7.1%$+92.853FAIL$-6.88$-6.88
2025-08no$+92.85$-5.28-5.3%$+87.575FAIL$-6.60$-6.60
2025-09no$+87.57$+0.00+0.0%$+87.570FAIL$+0.00$+0.00
2025-10no$+87.57$-2.15-2.1%$+85.437FAIL$-2.71$-2.71
2025-11no$+85.43$+0.00+0.0%$+85.430FAIL$+0.00$+0.00
2025-12no$+85.43$+0.00+0.0%$+85.430FAIL$+0.00$+0.00
2026-01no$+85.43$-0.30-0.3%$+85.131FAIL$+0.00$+0.00
2026-02no$+85.13$-0.60-0.6%$+84.531FAIL$+0.00$+0.00
2026-03no$+84.53$+0.00+0.0%$+84.530FAIL$+0.00$+0.00
2026-04no$+84.53$+0.00+0.0%$+84.530FAIL$+0.00$+0.00
2026-05no$+84.53$+0.00+0.0%$+84.530FAIL$+0.00$+0.00
2026-06no$+84.53$-3.69-3.7%$+80.841FAIL$+0.00$+0.00
2026-07yes$+80.84$+0.00+0.0%$+80.840FAIL$+0.00$+0.00

Per-pair concentration

SymbolTradesWinsWin rateNet PnLProfit factorBestWorst
AVAXUSDT11100.0%$+0.57—$+0.57$+0.57
LDOUSDT11100.0%$+0.24—$+0.24$+0.24
SNXUSDT11100.0%$+0.21—$+0.21$+0.21
INJUSDT100.0%$-0.270.00$-0.27$-0.27
CFXUSDT100.0%$-0.280.00$-0.28$-0.28
SANDUSDT100.0%$-0.300.00$-0.30$-0.30
CAKEUSDT100.0%$-0.410.00$-0.41$-0.41
ASTERUSDT100.0%$-0.560.00$-0.56$-0.56
ZECUSDT100.0%$-0.600.00$-0.60$-0.60
FETUSDT100.0%$-0.890.00$-0.89$-0.89
PUMPUSDT100.0%$-0.910.00$-0.91$-0.91
NEIROUSDT100.0%$-1.010.00$-1.01$-1.01
TAOUSDT100.0%$-1.280.00$-1.28$-1.28
OMNIUSDT100.0%$-1.980.00$-1.98$-1.98
ENAUSDT2150.0%$-2.370.36$+1.32$-3.69
ALPINEUSDT100.0%$-3.330.00$-3.33$-3.33
PENGUUSDT100.0%$-5.990.00$-5.99$-5.99

Train-only parameter heatmaps

fold-01: train-only fixed stop/TP grid (180m)

immediate

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

pullback_retest

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

micro_breakout

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

volume_confirmed

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

fold-02: train-only fixed stop/TP grid (180m)

immediate

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

pullback_retest

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

micro_breakout

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

volume_confirmed

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

fold-03: train-only fixed stop/TP grid (180m)

immediate

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

pullback_retest

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

micro_breakout

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

volume_confirmed

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

fold-04: train-only fixed stop/TP grid (180m)

immediate

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

pullback_retest

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

micro_breakout

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

volume_confirmed

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

fold-05: train-only fixed stop/TP grid (180m)

immediate

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

pullback_retest

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

micro_breakout

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

volume_confirmed

SL \ TP1.5%2.5%4%
5%$-38.54$-38.54$-38.54
10%$-38.54$-38.54$-38.54
15%$-38.54$-38.54$-38.54

Every simulated OOS trade

FoldCandidateSymbolEntryExit policyStatusEntry timeExit timeEntry priceExit pricePnLReturnExit reasonGapAmbiguous
fold-015339d4da851900ddb5e946c9PENGUUSDTmicro_breakouttime_stopfilled2025-07-19T11:21:00+00:002025-07-19T12:21:00+00:000.033319650.03138730$-5.99-5.99%time_stop+0.00%0
fold-01beb8143f9adae6e36695e4bfINJUSDTmicro_breakouttime_stopfilled2025-07-26T19:35:00+00:002025-07-26T20:36:00+00:0014.9374650014.92484407$-0.27-0.28%time_stop+0.00%0
fold-01e5fef301830330bcc43107dbFETUSDTmicro_breakouttime_stopfilled2025-07-28T01:18:00+00:002025-07-28T02:18:00+00:000.763381500.75762100$-0.89-0.95%time_stop+0.00%0
fold-016390186eb6b4c26076d2a9bfOMNIUSDTmicro_breakouttime_stopfilled2025-08-09T00:08:00+00:002025-08-09T01:09:00+00:005.092545004.99372664$-1.98-2.14%time_stop+0.00%0
fold-0109334a8bf59a821cbdbf0e73ENAUSDTmicro_breakouttime_stopfilled2025-08-09T05:06:00+00:002025-08-09T06:06:00+00:000.687843750.69925020$+1.32+1.46%time_stop+0.00%0
fold-01aee773e3a021a08bebdff524CFXUSDTmicro_breakouttime_stopfilled2025-08-10T03:32:00+00:002025-08-10T04:32:00+00:000.215007450.21479255$-0.28-0.30%time_stop+0.00%0
fold-01e23a7c435f8b794b804a8ddbALPINEUSDTmicro_breakouttime_stopfilled2025-08-17T00:49:00+00:002025-08-17T01:49:00+00:002.282140502.20389750$-3.33-3.62%time_stop+0.00%0
fold-01920cc1b9e81b91dd031d1765NEIROUSDTmicro_breakouttime_stopincomplete2025-08-17T17:21:00+00:002025-08-17T18:22:00+00:000.000401160.00039737$-1.01-1.14%time_stop+0.00%0
fold-019d903cb6b666408e05432eecBIOUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-018bd0076bbfffb9d1526e0c7dPLUMEUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-01c0b3ce077e0ee8068dac5fefBIOUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-01263d5800c80c71e89c5aba57BARDUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-01f3091f629a7b9ced56ed6d05SUNUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-021c7a7e44cc5a27288cd1dea1AVAXUSDTmicro_breakouttime_stopfilled2025-10-02T01:04:00+00:002025-10-02T02:04:00+00:0030.6153000030.87455500$+0.57+0.65%time_stop+0.00%0
fold-02e79cca96ec2f83ead96e25e8LDOUSDTmicro_breakouttime_stopfilled2025-10-15T09:05:00+00:002025-10-15T10:05:00+00:001.042420951.04737605$+0.24+0.27%time_stop+0.00%0
fold-022842838b775f2027f1136cc8ASTERUSDTmicro_breakouttime_stopfilled2025-10-18T04:31:00+00:002025-10-18T05:31:00+00:001.189594501.18440750$-0.56-0.63%time_stop+0.00%0
fold-029ca79e6ceaa779611638be46CAKEUSDTmicro_breakouttime_stopfilled2025-10-20T10:15:00+00:002025-10-20T11:15:00+00:002.993496002.98550650$-0.41-0.47%time_stop+0.00%0
fold-02edcfd0d32e06e2e95a830f3aTAOUSDTmicro_breakouttime_stopfilled2025-10-22T07:41:00+00:002025-10-22T08:42:00+00:00397.99890000392.94172242$-1.28-1.47%time_stop+0.00%0
fold-02ec95849ed551cbc2a24add7ePUMPUSDTmicro_breakouttime_stopfilled2025-10-23T06:50:00+00:002025-10-23T07:50:00+00:000.003702850.00367116$-0.91-1.05%time_stop+0.00%0
fold-023b9a239a543d357ae4785f9cSNXUSDTmicro_breakouttime_stopincomplete2025-10-24T12:37:00+00:002025-10-24T13:37:00+00:001.287643501.29335300$+0.21+0.24%time_stop+0.00%0
fold-0203684934c94edee316adecd0CRVUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-027b5dad2d58fa1f5b561d0c75LINKUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-028b5a951e67558dee0ec1d6ddPENGUUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-02da589c1cc297777aa481da69ETHUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-02e28c18c59ab2e3327b658bcbXPLUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-0264235c62c6204b30116737feBCHUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-029b2dc209b29eb9fedfbff31dVIRTUALUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-02dd485313dd7170cb599ba102GIGGLEUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-02c6580c5e69b20dc1c3412338ZECUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-02bbc70dd3518822f619721f96BCHUSDTmicro_breakouttime_stopskipped————$+0.00+0.00%—+0.00%0
fold-03ef6d075a89a5a75a2bdfdb92SANDUSDTvolume_confirmedtime_stopfilled2026-01-23T14:25:00+00:002026-01-23T15:27:00+00:000.165182550.16494074$-0.30-0.35%time_stop+0.00%0
fold-03080496ac637996f2a833e3f3ZECUSDTvolume_confirmedtime_stopfilled2026-02-17T12:21:00+00:002026-02-17T13:21:00+00:00292.79632500291.32426500$-0.60-0.70%time_stop+0.00%0
fold-04540d781b3fafff4926e5d420ENAUSDTvolume_confirmedtime_stopincomplete2026-06-13T08:11:00+00:002026-06-13T09:14:00+00:000.081540750.08125606$-3.69-4.37%time_stop+0.00%0

Baselines

ComparisonStatusNet PnLTradesReturnComparability
walk_forward_selectedok$-19.1618-19.16%sequential untouched OOS folds; cash carried forward
random_coin_timestampok$-2.908—same train-selected exit policy and signal count per fold; deterministic seeds; each fold starts with configured cash
buy_and_holdok$-2,860.0786-37.18%independent $100 position per historically present coin; not a one-position portfolio
archived_rsi_no_stopok$-45.6780-0.57%read-only archived study; source period/capital may differ, so this is contextual rather than an aligned rerun
Raw baseline records
{
  "archived_rsi": {
    "result": {
      "archived_config": "no_stop",
      "archived_oos_metrics": {
        "avg_net_return_pct": -0.5708196439734556,
        "benchmark_hit": false,
        "daily_return_pct": -0.015685409663855007,
        "max_drawdown_pct": 9.995271183065562,
        "net_pnl_usd": -45.66557151787646,
        "profit_factor": 0.9282833874153679,
        "sharpe": -2.487255651911581,
        "sortino": 0.0,
        "trades": 80,
        "win_rate_pct": 45.0,
        "worst_day_pct": -0.913311430357524,
        "worst_week_pct": -0.913311430357524
      },
      "archived_train_metrics": {
        "avg_net_return_pct": 22.320306099499287,
        "benchmark_hit": true,
        "daily_return_pct": 0.8017152704410209,
        "max_drawdown_pct": 19.466460325086594,
        "net_pnl_usd": 5446.154688277826,
        "profit_factor": 3.3567032478941146,
        "sharpe": 1.6442942874387487,
        "sortino": 0.0,
        "trades": 244,
        "win_rate_pct": 39.75409836065574,
        "worst_day_pct": 0.0,
        "worst_week_pct": 0.0
      },
      "best_oos_config": "floor50_trigger75_lock50",
      "best_oos_metrics": {
        "avg_net_return_pct": -0.5038223445709238,
        "benchmark_hit": false,
        "daily_return_pct": -0.013844407696603982,
        "max_drawdown_pct": 9.314279029862853,
        "net_pnl_usd": -40.3057875656739,
        "profit_factor": 0.9420910492208827,
        "sharpe": -0.4026769528201243,
        "sortino": -0.281530719361828,
        "trades": 80,
        "win_rate_pct": 45.0,
        "worst_day_pct": -3.0089865202196706,
        "worst_week_pct": -1.0269595606590112
      },
      "best_oos_train_metrics": {
        "avg_net_return_pct": 9.235902577167852,
        "benchmark_hit": true,
        "daily_return_pct": 0.32902196551683444,
        "max_drawdown_pct": 28.345082304150875,
        "net_pnl_usd": 2235.08842367462,
        "profit_factor": 1.80890240272107,
        "sharpe": 1.4320631004461184,
        "sortino": 12.699319952094434,
        "trades": 242,
        "win_rate_pct": 36.36363636363637,
        "worst_day_pct": -2.0059910134797807,
        "worst_week_pct": -5.014977533699451
      },
      "configurations": 58,
      "end": "2026-07-14",
      "generated": "2026-07-14T02:34:51.960792+00:00",
      "split": "2026-05-16",
      "start": "2026-01-01"
    },
    "source": "research_output/rsi_followup_grid.json",
    "source_sha256": "1a32348f2714e50ee962cb7ba503710db8eb5323c981b0081f6061ca38e92126",
    "status": "ok"
  },
  "buy_and_hold": {
    "result": {
      "completed": 86,
      "end_ms": 1784073600000,
      "mean_return_pct": -0.37180788786354213,
      "median_return_pct": -0.5545808582276737,
      "per_symbol": [
        {
          "entry_fee": 0.09999999901199999,
          "entry_time_ms": 1758535200000,
          "exit_fees": 0.0078504030598875,
          "exit_reason": "window_end",
          "exit_time_ms": 1784073300000,
          "net_pnl": -92.25744635418438,
          "remaining_quantity": 55.068137,
          "return_pct": -0.9216528198370426,
          "status": "incomplete",
          "symbol": "0GUSDT"
        },
        {
          "entry_fee": 0.029218927418678025,
          "entry_time_ms": 1751328000000,
          "exit_fees": 0,
          "exit_reason": null,
          "exit_time_ms": null,
          "net_pnl": -29.248146346096703,
          "remaining_quantity": 3817.558857,
          "return_pct": -1.0,
          "status": "incomplete",
          "symbol": "1000CATUSDT"
        },
        {
          "entry_fee": 0.017288908358831356,
          "entry_time_ms": 1751328000000,
          "exit_fees": 0.005665190033889044,
          "exit_reason": "window_end",
          "exit_time_ms": 1784073300000,
          "net_pnl": -11.646672423335033,
          "remaining_quantity": 0.0,
          "return_pct": -0.6729769829571561,
          "status": "filled",
          "symbol": "1000CHEEMSUSDT"
        },
        {
          "entry_fee": 0.09999999999999874,
          "entry_time_ms": 1751328000000,
          "exit_fees": 0.02537144126349492,
          "exit_reason": "window_end",
          "exit_time_ms": 1784073300000,
          "net_pnl": -74.7539301777673,
          "remaining_quantity": 0.0,
          "return_pct": -0.7467925092684141,
          "status": "filled",
          "symbol": "1000SATSUSDT"
        },
        {
          "entry_fee": 0.015699617810362197,
          "entry_time_ms": 1751328000000,
          "exit_fees": 0,
          "exit_reason": null,
          "exit_time_ms": null,
          "net_pnl": -15.71531742817256,
          "remaining_quantity": 88.106524,
          "return_pct": -1.0,
          "status": "incomplete",
          "symbol": "1INCHUSDT"
        },
        {
          "entry_fee": 0.006733337312877756,
          "entry_time_ms": 1751328000000,
          "exit_fees": 0,
          "exit_reason": null,
          "exit_time_ms": null,
          "net_pnl": -6.740070650190633,
          "remaining_quantity": 5831.359783999999,
          "return_pct": -1.0,
          "status": "incomplete",
          "symbol": "1MBABYDOGEUSDT"
        },
        {
          "entry_fee": 0.09999999996247501,
          "entry_time_ms": 1759410000000,
          "exit_fees": 0,
          "exit_reason": null,
          "exit_time_ms": null,
          "net_pnl": -100.09999996243748,
          "remaining_quantity": 1999.000499,
          "return_pct": -1.0,
          "status": "incomplete",
          "symbol": "2ZUSDT"
        },
        {
          "entry_fee": 0.09999999999621184,
          "entry_time_ms": 1753862400000,
          "exit_fees": 0,
          "exit_reason": null,
          "exit_time_ms": null,
          "net_pnl": -100.09999999620806,
          "remaining_quantity": 16160.068711999998,
          "return_pct": -1.0,
          "status": "incomplete",
          "symbol": "A2ZUSDT"
        },
        {
          "entry_fee": 0.09999981692099999,
          "entry_time_ms": 1751328000000,
          "exit_fees": 0.03601490290032,
          "exit_reason": "window_end",
          "exit_time_ms": 1784073300000,
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  ]
}

Coverage diagnostics

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