🔬 OMNISCIENT WALK-FORWARD ATTRIBUTION ENGINE
Chronological Draw-by-Draw Audit & Prediction Calibration
Auditing every historical drawing in chronological order to identify exact hit drivers, miss root causes, and systematic algorithmic improvements.
Evaluated Universe
9,954 draws
2010-10-11 → 2026-09-07
Top 10 Consensus Hits
215 (2.16%)
Verified Out-of-Sample Hits
Top 5 Sniper Hits
97 (0.97%)
Ultra-High Conviction Rank 1–5
Total Misses
9,739
Chronologically Attributed Below
📊 Miss Attribution Breakdown (How Engine Captures Each Archetype)
Every non-winning draw is classified into a mathematical miss archetype based on trailing data. This pinpoints exactly which engine modules can be adjusted to convert misses into hits without overfitting.
Archetype 1: suppressed Model
12.0%
1,165 drawings
Winning number was picked by active model(s) but ranked outside consensus top cut
Archetype 2: markov Follower
0.1%
5 drawings
Winning number was in top 3 empirical historical followers after preceding draw
Archetype 3: intraday Echo
6.6%
643 drawings
Winning number echoed 2+ (Cash 3) or 3+ (Cash 4/5) digits from earlier same-day drawing
Archetype 4: overdue Deficit
9.5%
922 drawings
Winning family was in overdue Poisson deficit (skip >= 2.0x mean cycle)
Archetype 5: root Parity Resonance
7.8%
756 drawings
Winning number matched calendar date root sum or mixed parity pattern
Archetype 6: stochastic Outlier
64.2%
6,248 drawings
Pure stochastic tail event with zero preceding signals in lookback
⭐ Top Strategies Generating Winners Ranked Outside Top Cut
These active models correctly predicted the winning number, but their candidate ranked outside the top cut. Calibrating their tier weights and confluence bonuses directly converts these into Top Consensus hits.
| Strategy ID | Missed Winning Families | Adjustment Action |
|---|---|---|
| hot-10 | 220 times | Elevate tier base weight & apply multi-engine synergy bonus |
| hot-double-18 | 215 times | Elevate tier base weight & apply multi-engine synergy bonus |
| carryover-momentum-10 | 190 times | Elevate tier base weight & apply multi-engine synergy bonus |
| persisters-18-1y | 130 times | Elevate tier base weight & apply multi-engine synergy bonus |
| calendar-year | 105 times | Elevate tier base weight & apply multi-engine synergy bonus |
| cici-rules | 97 times | Elevate tier base weight & apply multi-engine synergy bonus |
| rb9-date-harmony-top8 | 91 times | Elevate tier base weight & apply multi-engine synergy bonus |
| cici-rules-high-accuracy | 75 times | Elevate tier base weight & apply multi-engine synergy bonus |
| empirical-pipeline-top1 | 68 times | Elevate tier base weight & apply multi-engine synergy bonus |
| cash4-pipeline-top1 | 68 times | Elevate tier base weight & apply multi-engine synergy bonus |
🔍 Chronological Draw-by-Draw Record Inspector
Inspect recent drawings in order to examine exact consensus rankings, winning plays, and attribution signals.
| Date / Draw | Winning Number | Family (Kind) | Engine Outcome | Rank / Score | Attribution Archetype / Drivers |
|---|---|---|---|---|---|
| 2026-09-07 Night | 5293 | [2359] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-07 Evening | 9063 | [0369] (distinct) | 🎯 HIT | #9 (17.82 pts, 2v) | Recommended in Top Consensus (Rank #9) |
| 2026-09-07 Midday | 8340 | [0348] (distinct) | ❌ Miss | Unranked |
Archetype 4: Overdue Deficit Regime
Backed by: baseline-all-distinct
|
| 2026-09-06 Night | 6846 | [4668] (double) | ❌ Miss | Unranked | Archetype 5: Root Sum / Parity Resonance |
| 2026-09-06 Evening | 4790 | [0479] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-06 Midday | 1061 | [0116] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-09-05 Night | 0193 | [0139] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-05 Evening | 4442 | [2444] (triple) | ❌ Miss | Unranked | Archetype 5: Root Sum / Parity Resonance |
| 2026-09-05 Midday | 6223 | [2236] (double) | ❌ Miss | #95 (0.04 pts, 1v) |
Archetype 1: Suppressed Active Model
Backed by: hot-double-18
|
| 2026-09-04 Night | 2678 | [2678] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-04 Evening | 9492 | [2499] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-09-04 Midday | 9308 | [0389] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-03 Night | 6509 | [0569] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-03 Evening | 0241 | [0124] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-03 Midday | 1935 | [1359] (distinct) | ❌ Miss | #84 (0.24 pts, 1v) |
Archetype 1: Suppressed Active Model
Backed by: hot-10, baseline-all-distinct
|
| 2026-09-02 Night | 5591 | [1559] (double) | ❌ Miss | Unranked | Archetype 5: Root Sum / Parity Resonance |
| 2026-09-02 Evening | 1677 | [1677] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-09-02 Midday | 0331 | [0133] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-09-01 Night | 8443 | [3448] (double) | ❌ Miss | Unranked | Archetype 3: Intra-Day Echo |
| 2026-09-01 Evening | 2457 | [2457] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-01 Midday | 4598 | [4589] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-31 Night | 8503 | [0358] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-31 Evening | 2215 | [1225] (double) | ❌ Miss | Unranked | Archetype 3: Intra-Day Echo |
| 2026-08-31 Midday | 1217 | [1127] (double) | ❌ Miss | #21 (8.28 pts, 2v) |
Archetype 1: Suppressed Active Model
Backed by: empirical-pipeline-top1, cash4-pipeline-top1
|
| 2026-08-30 Night | 1366 | [1366] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-30 Evening | 1222 | [1222] (triple) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-30 Midday | 5805 | [0558] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-29 Night | 5324 | [2345] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-29 Evening | 8481 | [1488] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-29 Midday | 6391 | [1369] (distinct) | ❌ Miss | Unranked |
Archetype 5: Root Sum / Parity Resonance
Backed by: baseline-all-distinct
|
| 2026-08-28 Night | 5162 | [1256] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-28 Evening | 4105 | [0145] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-28 Midday | 3234 | [2334] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-27 Night | 2089 | [0289] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-27 Evening | 7940 | [0479] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-27 Midday | 3536 | [3356] (double) | ❌ Miss | Unranked | Archetype 5: Root Sum / Parity Resonance |
| 2026-08-26 Night | 3328 | [2338] (double) | ❌ Miss | Unranked | Archetype 5: Root Sum / Parity Resonance |
| 2026-08-26 Evening | 0635 | [0356] (distinct) | ❌ Miss | #93 (0.24 pts, 1v) |
Archetype 1: Suppressed Active Model
Backed by: hot-10, baseline-all-distinct
|
| 2026-08-26 Midday | 5351 | [1355] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-25 Night | 0186 | [0168] (distinct) | 🎯 HIT | #10 (17.82 pts, 2v) | Recommended in Top Consensus (Rank #10) |
| 2026-08-25 Evening | 0318 | [0138] (distinct) | ❌ Miss | #41 (3.93 pts, 2v) |
Archetype 1: Suppressed Active Model
Backed by: carryover-momentum-10, calendar-year, baseline-all-distinct
|
| 2026-08-25 Midday | 6570 | [0567] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-24 Night | 6148 | [1468] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-24 Evening | 6304 | [0346] (distinct) | ❌ Miss | #57 (1.53 pts, 1v) |
Archetype 1: Suppressed Active Model
Backed by: carryover-momentum-10, baseline-all-distinct
|
| 2026-08-24 Midday | 1585 | [1558] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-23 Night | 8349 | [3489] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-23 Evening | 3252 | [2235] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-23 Midday | 8638 | [3688] (double) | ❌ Miss | #73 (0.58 pts, 2v) |
Archetype 1: Suppressed Active Model
Backed by: hot-double-18, leaders-10-180d
|
| 2026-08-22 Night | 6458 | [4568] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-08-22 Evening | 3230 | [0233] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |