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Existing offline corpus

Trading strategy rankings from the existing backtest corpus

Compare complete stored strategy cohorts from NexusTrade's existing offline corpus by median Sharpe, Sortino, return, drawdown and paired benchmark excess return.

As of 2026-10-10

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TL;DR

Similar median Sharpe scores hid very different losses: the leading archived FNGU cohort had 53.88% median drawdown, versus 9.35% for the next VOO cohort. Their assets and windows differ, and neither has recorded stock fees or paired benchmark results. These rankings describe complete historical books. Repeated submissions are deduplicated, but overlapping windows, unknown execution conventions and selected research limit what the ordering can establish.

Similar scores can hide very different losses

Animation: three archived strategies show their median Sharpe ratios (FNGU 1.556, VOO 1.524, TQQQ 1.103), then their median max drawdown bars drop from a common peak line to 53.88% for FNGU, 9.35% for VOO, 41.94% for TQQQ.
FNGU and VOO had median Sharpe ratios of 1.556 and 1.524, with median max drawdowns of 53.88% and 9.35%.

The highest displayed median Sharpe is 1.556 for a one-Buy/no-Sell FNGU configuration across 22 historical windows; median drawdown is 53.88%. The next is a one-Buy/no-Sell VOO configuration, median Sharpe 1.524 across 24 windows and median drawdown 9.35%. These asset and calendar cohorts differ, and neither has recorded stock fees or paired benchmark excess return. Their rank cannot tell you which complete strategy is better under the same conditions.

Constant-only entry trees are investment/allocation choices rather than a discovered price-timing signal. Inspect the structural summary below. Windows can overlap, and the archive is already selected research rather than a fresh holdout.

Compare the leading books before reading their full rules

Show the table · 3 rows, 5 columns

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Anonymous complete configuration 39: 1 Buy / 0 Sell / 0 rebalance rules221.55653.876%0/22
Anonymous complete configuration 1: 1 Buy / 0 Sell / 0 rebalance rules241.5249.351%0/24
Anonymous complete configuration 55: 1 Buy / 0 Sell / 0 rebalance rules201.10341.935%0/20

These are distinct asset and historical-window cohorts. Read the complete ordered rules and execution fields below before using their rank to select a book. Missing paired benchmarks remain visible; no controlled improvement is inferred from sorting the medians.

Compare complete recorded books

A strategy includes its entries, exits, guards and allocation actions. These rows group the same complete normalized rule configuration, with ticker, capital, cadence, recorded risk-free field and fee/baseline fields kept separate. The table summarizes the recorded historical distributions.

The labels show each anonymous cohort's rule count and built-in condition families. Complete customer configurations, names and account identifiers remain private. A higher median historical Sharpe describes those recorded outcomes; it does not predict the next window.

Inspect all 55 complete portfolio configurations

Anonymous complete configuration 39: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 1.487 to 1.657 · Sharpe

  • Recorded cohortMedian 1.556 · middle 50% 1.487 to 1.657 · 22 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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221.5561.487 to 1.6572.114165.273%53.876%Unavailable0/220

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

FNGU · 2023-12-02 to 2025-02-04 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 22 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 1: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 1.461 to 1.687 · Sharpe

  • Recorded cohortMedian 1.524 · middle 50% 1.461 to 1.687 · 24 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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241.5241.461 to 1.6872.05527.767%9.351%Unavailable0/240

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

VOO · 2023-11-29 to 2025-01-30 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 24 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 55: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 1.054 to 1.375 · Sharpe

  • Recorded cohortMedian 1.103 · middle 50% 1.054 to 1.375 · 20 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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201.1031.054 to 1.3751.47268.269%41.935%Unavailable0/200

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

TQQQ · 2023-12-02 to 2025-02-02 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 20 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 49: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.765 to 1.158 · Sharpe

  • Recorded cohortMedian 1.006 · middle 50% 0.765 to 1.158 · 35 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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351.0060.765 to 1.1582.31478.297%71.726%Unavailable0/350

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

GME · 2023-11-30 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 35 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 30: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.88 to 0.988 · Sharpe

  • Recorded cohortMedian 0.939 · middle 50% 0.880 to 0.988 · 35 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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350.9390.880 to 0.9881.22157.808%53.562%Unavailable0/350

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

FNGU · 2024-01-15 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 35 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 54: 10 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.833 to 1.018 · Sharpe

  • Recorded cohortMedian 0.918 · middle 50% 0.833 to 1.018 · 33 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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330.9180.833 to 1.0181.46845.638%36.429%Unavailable0/330

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AMD, AMZN, DPZ, GME, HOOD, LOGI, MSFT, NVDA, RDDT, TTWO · 2023-12-31 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

10 saved rules; 33 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 50: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.824 to 1.036 · Sharpe

  • Recorded cohortMedian 0.918 · middle 50% 0.824 to 1.036 · 24 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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240.9180.824 to 1.0361.19857.168%53.636%Unavailable0/240

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

FNGU · 2023-12-31 to 2025-05-30 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 24 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 48: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.723 to 1.039 · Sharpe

  • Recorded cohortMedian 0.897 · middle 50% 0.723 to 1.039 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.8970.723 to 1.0391.73955.282%59.537%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

GME · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 28: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.814 to 1.042 · Sharpe

  • Recorded cohortMedian 0.891 · middle 50% 0.814 to 1.042 · 33 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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330.8910.814 to 1.0421.36223.012%17.791%Unavailable0/330

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

XLF · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 33 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 15: 3 Buy / 1 Sell / 0 rebalance rules

Shared scale: 0.553 to 1.034 · Sharpe

  • Recorded cohortMedian 0.886 · middle 50% 0.553 to 1.034 · 35 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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350.8860.553 to 1.0341.41533.270%19.553%Unavailable0/350

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

TQQQ · 2024-01-23 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder, PortfolioValue, PositionPercentChange, PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

4 saved rules; 35 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 52: 10 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.808 to 0.911 · Sharpe

  • Recorded cohortMedian 0.860 · middle 50% 0.808 to 0.911 · 35 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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350.8600.808 to 0.9111.36542.985%37.010%Unavailable0/350

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AMD, AMZN, DPZ, GME, HOOD, LOGI, MSFT, NVDA, RDDT, TTWO · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

10 saved rules; 35 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 25: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.644 to 0.898 · Sharpe

  • Recorded cohortMedian 0.837 · middle 50% 0.644 to 0.898 · 20 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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200.8370.644 to 0.8981.28023.032%17.801%Unavailable0/200

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

XLF · 2024-02-10 to 2025-07-23 · Day/daily · $10,000 · risk-free field 5.429999828338623 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 20 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 22: 5 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.744 to 0.886 · Sharpe

  • Recorded cohortMedian 0.814 · middle 50% 0.744 to 0.886 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.8140.744 to 0.8861.15627.129%26.828%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, AMZN, GOOGL, META, NFLX · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

5 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 5: 5 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.571 to 0.866 · Sharpe

  • Recorded cohortMedian 0.808 · middle 50% 0.571 to 0.866 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.8080.571 to 0.8661.19227.793%26.728%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, AMZN, GOOGL, META, NFLX · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

5 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 43: 3 Buy / 1 Sell / 0 rebalance rules

Shared scale: 0.527 to 0.926 · Sharpe

  • Recorded cohortMedian 0.802 · middle 50% 0.527 to 0.926 · 33 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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330.8020.527 to 0.9261.26736.800%29.870%Unavailable0/330

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

TQQQ · 2023-12-31 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder, PortfolioValue, PositionPercentChange, PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

4 saved rules; 33 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 21: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.67 to 0.865 · Sharpe

  • Recorded cohortMedian 0.796 · middle 50% 0.670 to 0.865 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.7960.670 to 0.8651.21421.819%17.774%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

XLF · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 17: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.595 to 1.688 · Sharpe

  • Recorded cohortMedian 0.702 · middle 50% 0.595 to 1.688 · 24 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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240.7020.595 to 1.6881.08617.547%13.444%Unavailable0/240

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

VOO · 2025-03-14 to 2026-05-04 · Day/daily · $10,000 · risk-free field 4.329999923706055 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 24 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 12: 5 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.484 to 0.691 · Sharpe

  • Recorded cohortMedian 0.654 · middle 50% 0.484 to 0.691 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.6540.484 to 0.6910.92525.549%31.567%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AVGO, CRM, META, MSFT, NVDA · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

5 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 31: 2 Buy / 1 Sell / 0 rebalance rules

Shared scale: 0.453 to 0.85 · Sharpe

  • Recorded cohortMedian 0.639 · middle 50% 0.453 to 0.850 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.6390.453 to 0.8501.2069.603%4.552%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder, PositionPercentChange, PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

3 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 41: 2 Buy / 1 Sell / 0 rebalance rules

Shared scale: 0.465 to 0.76 · Sharpe

  • Recorded cohortMedian 0.636 · middle 50% 0.465 to 0.760 · 35 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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350.6360.465 to 0.7601.1209.723%4.553%Unavailable0/350

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL · 2024-02-13 to 2025-06-08 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder, PositionPercentChange, PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

3 saved rules; 35 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 7: 2 Buy / 1 Sell / 0 rebalance rules

Shared scale: 0.614 to 0.64 · Sharpe

  • Recorded cohortMedian 0.631 · middle 50% 0.614 to 0.640 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.6310.614 to 0.6401.22220.793%14.567%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

SQQQ · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder, PositionPercentChange, PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

3 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 36: 0 Buy / 0 Sell / 1 rebalance rules

Shared scale: 0.503 to 0.733 · Sharpe

  • Recorded cohortMedian 0.622 · middle 50% 0.503 to 0.733 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.6220.503 to 0.7330.88722.937%30.910%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, AMZN, GOOGL, META, MSFT, NVDA, TSLA · 2023-12-31 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder. Full private thresholds, guards and action sizes remain undisclosed.

1 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 19: 2 Buy / 1 Sell / 0 rebalance rules

Shared scale: 0.098 to 0.626 · Sharpe

  • Recorded cohortMedian 0.613 · middle 50% 0.098 to 0.626 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.6130.098 to 0.6261.18820.287%14.567%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

SQQQ · 2023-12-31 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder, PositionPercentChange, PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

3 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 45: 5 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.308 to 0.732 · Sharpe

  • Recorded cohortMedian 0.611 · middle 50% 0.308 to 0.732 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.6110.308 to 0.7320.86423.666%32.190%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AVGO, CRM, META, MSFT, NVDA · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

5 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 24: 7 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.424 to 0.779 · Sharpe

  • Recorded cohortMedian 0.601 · middle 50% 0.424 to 0.779 · 35 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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350.6010.424 to 0.7790.84623.147%34.405%Unavailable0/350

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AVGO, CRM, GOOGL, META, MSFT, NVDA, TSLA · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

7 saved rules; 35 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 23: 7 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.473 to 0.693 · Sharpe

  • Recorded cohortMedian 0.592 · middle 50% 0.473 to 0.693 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.5920.473 to 0.6930.80021.687%34.277%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AVGO, CRM, GOOGL, META, MSFT, NVDA, TSLA · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

7 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 38: 0 Buy / 0 Sell / 1 rebalance rules

Shared scale: 0.434 to 0.727 · Sharpe

  • Recorded cohortMedian 0.568 · middle 50% 0.434 to 0.727 · 30 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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300.5680.434 to 0.7270.81020.638%31.391%Unavailable0/300

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, AMZN, GOOGL, META, MSFT, NVDA, TSLA · 2024-03-27 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder. Full private thresholds, guards and action sizes remain undisclosed.

1 saved rules; 30 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 40: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.469 to 0.576 · Sharpe

  • Recorded cohortMedian 0.534 · middle 50% 0.469 to 0.576 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.5340.469 to 0.5760.68719.677%20.625%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

FNGU · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder. Full private thresholds, guards and action sizes remain undisclosed.

1 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 18: 7 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.384 to 0.582 · Sharpe

  • Recorded cohortMedian 0.524 · middle 50% 0.384 to 0.582 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.5240.384 to 0.5820.77715.672%21.889%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

COST, LOW, META, MSFT, ORCL, QQQ, SPY · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

7 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 51: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.4 to 0.591 · Sharpe

  • Recorded cohortMedian 0.494 · middle 50% 0.400 to 0.591 · 29 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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290.4940.400 to 0.5910.63417.720%19.647%Unavailable0/290

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

FNGU · 2024-02-23 to 2025-07-10 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder. Full private thresholds, guards and action sizes remain undisclosed.

1 saved rules; 29 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 26: 7 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.108 to 0.582 · Sharpe

  • Recorded cohortMedian 0.462 · middle 50% 0.108 to 0.582 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.4620.108 to 0.5820.68614.142%21.781%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

COST, LOW, META, MSFT, ORCL, QQQ, SPY · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

7 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 53: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.318 to 0.522 · Sharpe

  • Recorded cohortMedian 0.455 · middle 50% 0.318 to 0.522 · 20 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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200.4550.318 to 0.5220.68013.479%19.914%Unavailable0/200

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

VOO · 2024-02-10 to 2025-07-23 · Day/daily · $10,000 · risk-free field 5.429999828338623 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 20 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 27: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.326 to 0.471 · Sharpe

  • Recorded cohortMedian 0.437 · middle 50% 0.326 to 0.471 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.4370.326 to 0.4710.62012.175%19.334%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

VOO · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 32: 5 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.354 to 0.523 · Sharpe

  • Recorded cohortMedian 0.415 · middle 50% 0.354 to 0.523 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.4150.354 to 0.5230.58314.731%30.631%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, AMZN, GOOGL, META, NVDA · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

5 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 11: 5 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.305 to 0.529 · Sharpe

  • Recorded cohortMedian 0.393 · middle 50% 0.305 to 0.529 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.3930.305 to 0.5290.54813.724%30.720%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, AMZN, GOOGL, META, NVDA · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

5 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 4: 2 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.32 to 0.417 · Sharpe

  • Recorded cohortMedian 0.359 · middle 50% 0.320 to 0.417 · 33 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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330.3590.320 to 0.4170.51611.730%23.016%Unavailable0/330

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

QQQ, VOO · 2023-12-31 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

2 saved rules; 33 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 8: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.337 to 0.428 · Sharpe

  • Recorded cohortMedian 0.354 · middle 50% 0.337 to 0.428 · 33 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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330.3540.337 to 0.4280.5084.569%60.068%Unavailable0/330

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

TQQQ · 2023-12-31 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 33 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 20: 5 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.298 to 0.429 · Sharpe

  • Recorded cohortMedian 0.352 · middle 50% 0.298 to 0.429 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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320.3520.298 to 0.4290.51411.806%26.866%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, AMZN, GOOGL, GS, MSFT · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

5 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 47: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.322 to 0.429 · Sharpe

  • Recorded cohortMedian 0.352 · middle 50% 0.322 to 0.429 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.3520.322 to 0.4290.49911.535%23.861%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

QQQ · 2024-01-01 to 2025-08-12 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 14: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.198 to 0.456 · Sharpe

  • Recorded cohortMedian 0.352 · middle 50% 0.198 to 0.456 · 36 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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360.3520.198 to 0.4560.52010.953%19.509%Unavailable0/360

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

VOO · 2024-01-19 to 2025-05-24 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 36 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 35: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.151 to 0.481 · Sharpe

  • Recorded cohortMedian 0.340 · middle 50% 0.151 to 0.481 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.3400.151 to 0.4810.49311.343%23.657%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

QQQ · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 34: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.16 to 0.485 · Sharpe

  • Recorded cohortMedian 0.334 · middle 50% 0.160 to 0.485 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.3340.160 to 0.4850.4821.796%60.110%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

TQQQ · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 3: 2 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.158 to 0.494 · Sharpe

  • Recorded cohortMedian 0.323 · middle 50% 0.158 to 0.494 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.3230.158 to 0.4940.46810.797%23.018%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

QQQ, VOO · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

2 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 37: 5 Buy / 0 Sell / 0 rebalance rules

Shared scale: 0.177 to 0.354 · Sharpe

  • Recorded cohortMedian 0.249 · middle 50% 0.177 to 0.354 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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340.2490.177 to 0.3540.3608.747%26.830%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, AMZN, GOOGL, GS, MSFT · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

5 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 6: 10 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.148 to 0.279 · Sharpe

  • Recorded cohortMedian 0.148 · middle 50% -0.148 to 0.279 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

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320.148-0.148 to 0.2790.2125.998%27.273%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, DIS, ETSY, LULU, META, NFLX, PINS, SBUX, TGT, ULTA · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

10 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 44: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.162 to 0.29 · Sharpe

  • Recorded cohortMedian -0.016 · middle 50% -0.162 to 0.290 · 33 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

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33-0.016-0.162 to 0.290-0.0213.698%19.422%Unavailable0/330

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

VOO · 2023-12-31 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder. Full private thresholds, guards and action sizes remain undisclosed.

1 saved rules; 33 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 9: 10 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.365 to 0.15 · Sharpe

  • Recorded cohortMedian -0.032 · middle 50% -0.365 to 0.150 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

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34-0.032-0.365 to 0.150-0.0461.312%27.300%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

AAPL, DIS, ETSY, LULU, META, NFLX, PINS, SBUX, TGT, ULTA · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

10 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 46: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.151 to 0.085 · Sharpe

  • Recorded cohortMedian -0.059 · middle 50% -0.151 to 0.085 · 33 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

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33-0.059-0.151 to 0.085-0.0914.287%10.542%Unavailable0/330

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

SPY · 2023-12-31 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder. Full private thresholds, guards and action sizes remain undisclosed.

1 saved rules; 33 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 10: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.382 to 0.051 · Sharpe

  • Recorded cohortMedian -0.151 · middle 50% -0.382 to 0.051 · 35 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

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35-0.151-0.382 to 0.051-0.2323.200%10.602%Unavailable0/350

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

SPY · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder. Full private thresholds, guards and action sizes remain undisclosed.

1 saved rules; 35 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 42: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.369 to 0.04 · Sharpe

  • Recorded cohortMedian -0.172 · middle 50% -0.369 to 0.040 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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34-0.172-0.369 to 0.040-0.2620.571%19.467%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

VOO · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder. Full private thresholds, guards and action sizes remain undisclosed.

1 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 29: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.413 to -0.055 · Sharpe

  • Recorded cohortMedian -0.342 · middle 50% -0.413 to -0.055 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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32-0.342-0.413 to -0.055-0.469-6.542%21.511%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

XLE · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 2: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.391 to -0.224 · Sharpe

  • Recorded cohortMedian -0.353 · middle 50% -0.391 to -0.224 · 32 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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32-0.353-0.391 to -0.224-0.488-7.532%29.780%Unavailable0/320

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

DRIV · 2024-02-23 to 2025-07-11 · Day/daily · $10,000 · risk-free field 5.460000038146973 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 32 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 33: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.517 to -0.303 · Sharpe

  • Recorded cohortMedian -0.405 · middle 50% -0.517 to -0.303 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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34-0.405-0.517 to -0.303-0.565-9.374%29.807%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

DRIV · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 16: 1 Buy / 0 Sell / 0 rebalance rules

Shared scale: -0.546 to -0.367 · Sharpe

  • Recorded cohortMedian -0.484 · middle 50% -0.546 to -0.367 · 34 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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34-0.484-0.546 to -0.367-0.659-9.911%21.680%Unavailable0/340

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

XLE · 2024-02-13 to 2025-05-23 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Constant-only condition trees. No price-timing indicator; exact private condition/action values remain undisclosed.

1 saved rules; 34 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

Anonymous complete configuration 13: 2 Buy / 1 Sell / 0 rebalance rules

Shared scale: -1.193 to 0.537 · Sharpe

  • Recorded cohortMedian -1.125 · middle 50% -1.193 to 0.537 · 20 contracts

Tick: recorded median Sharpe. Shaded whisker: recorded middle 50% of Sharpe, not a confidence interval. Counts are distinct execution contracts.

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

Inspect the complete rule and execution cohort

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20-1.125-1.193 to 0.537-2.2332.470%2.432%Unavailable0/200

Distribution of distinct complete execution contracts. Different windows can overlap and are not independent market samples.

SQQQ · 2023-11-29 to 2025-02-14 · Day/daily · $10,000 · risk-free field 5.449999809265137 (stored units) · stock fee not recorded · benchmark SPY

Built-in condition families: DaysSinceOrder, PositionPercentChange, PositionValue. Full private thresholds, guards and action sizes remain undisclosed.

3 saved rules; 20 distinct evaluation windows. The dates describe the earliest start and latest end in this cohort, not one continuously tested period.

What these results measure

Read the explanation

Each observation is a completed historical book from the existing offline corpus. Repeated submissions with the same normalized rules, actions and recorded execution settings count once, using the latest record. The analysis preserves complete typed condition trees, indicator parameters, asset selectors and allocation actions. It removes verified editor IDs, labels and forms and keeps child and rule order intact. Records with unknown fields are excluded. The normalized book, dates, tickers, capital, cadence, fees, baseline and recorded risk-free field define a distinct execution contract.

Condition rows preserve one complete condition tree and its action. Outcomes describe complete books containing that rule. They do not isolate the predicate's contribution. Books can appear in several condition rows; counts across rows are not additive. Strategy rows group one complete normalized rule set and separate recorded execution fields. Matching null fee fields does not establish that actual fees matched. Across-window distributions are historical observations, not unseen validation.

The normalized analysis retains 42,850 contracts from 102,781 eligible archive rows. 12,233 rows are excluded for incomplete execution inputs or unsupported rule fields. 14,061 distinct normalized books remain.

Sharpe and Sortino are ratios. Return and drawdown are percentages over the recorded period. Benchmark excess return is paired within each record, in percentage points; its denominator is shown. Benchmark execution conventions may differ from candidate conventions. Lower drawdown describes a smaller historical loss, not proof of a better future strategy.

The completed-source tables do not provide a failed-job denominator, exposure/time invested or closed-trade counts. Those fields are unavailable here. The recorded risk-free values are kept exactly as stored; historical unit conventions cannot be established from this archive. Zero-return completed records remain eligible when their Sharpe is finite.

Source and limits

Read the explanation

October 10, 2026 reanalysis of the existing September archive: 222,010 recorded runs, including 74,518 marked optimizer runs. The latest archived record is September 6; object uploads are September 21. This is not newly generated research.

Eligible inputs are non-optimizer-labelled equity records without options, evaluated daily for 365 to 2,000 days with finite Sharpe. All retained author labels are unknown: excluding known optimizers cannot prove these inputs were never optimized or identify a public owner.

Exact condition descriptions retain the complete recorded typed tree, operand assets, thresholds, windows, logical ordering and associated allocation action. Legacy recorded parameters remain visible; the archive does not establish their interpretation under the current engine. Only allowlisted built-in fields appear. Each displayed rule needs at least 20 distinct normalized full-book execution contracts. Outcomes belong to those complete books, not the condition alone.

Full strategy identity uses the complete ordered normalized book internally. Public strategy rows disclose anonymous structural summaries and aggregate statistics, not customer full configurations, names, IDs or copyable private rules. Different windows may overlap.

Stock fees and paired benchmark results are unrecorded in these displayed cohorts. Null is unknown, not zero. Dividend, fill and engine-policy versions are unavailable. Stored risk-free values vary in apparent units and are kept separate without claiming comparable Sharpe conventions.

This typed-rule-action-execution-v2 normalization removes verified editor metadata and excludes incomplete or unsupported records. Its 42,850 retained execution contracts differ from the conservative exact-stored-JSON indicator analysis's 61,340. These populations and medians must not be treated as interchangeable.

The 20-contract display floor is descriptive, not a significance threshold or proof of independent observations. Ticker, calendar, capital, allocation, leverage and research selection differ across rows; a sorted table does not establish a controlled best strategy.

No matched single-ticker mean-reversion and momentum pair meets the 20-contract floor under the same recorded execution fields. Unmatched groups are not pooled into a directional winner.

Inspect a public recipe before translating a result

Open the library and inspect the complete entry, exit, cooldown and sizing rules. A recipe screenshot establishes its configuration; it does not prove that the recipe matches a private corpus cohort. Only a matching public execution contract can support attaching a historical result to that recipe.

Before creating a candidate, keep dates, capital, fees, bar interval and action units explicit. Preview the complete definition with build_portfolio and inspect its validation issues. Save the reviewed draft without deployment. Use a separately frozen unseen window if you later decide to test changes.

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