🔬 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
13,863 draws
2010-07-13 → 2026-09-07
Top 9 Consensus Hits
686 (4.95%)
Verified Out-of-Sample Hits
Top 5 Sniper Hits
403 (2.91%)
Ultra-High Conviction Rank 1–5
Total Misses
13,177
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
33.8%
4,449 drawings
Winning number was picked by active model(s) but ranked outside consensus top cut
Archetype 2: markov Follower
0.8%
99 drawings
Winning number was in top 3 empirical historical followers after preceding draw
Archetype 3: intraday Echo
8.2%
1,080 drawings
Winning number echoed 2+ (Cash 3) or 3+ (Cash 4/5) digits from earlier same-day drawing
Archetype 4: overdue Deficit
9.3%
1,219 drawings
Winning family was in overdue Poisson deficit (skip >= 2.0x mean cycle)
Archetype 5: root Parity Resonance
5.4%
709 drawings
Winning number matched calendar date root sum or mixed parity pattern
Archetype 6: stochastic Outlier
42.7%
5,621 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 |
|---|---|---|
| persisters-18-1y | 821 times | Elevate tier base weight & apply multi-engine synergy bonus |
| hot-10 | 715 times | Elevate tier base weight & apply multi-engine synergy bonus |
| hot-double-18 | 699 times | Elevate tier base weight & apply multi-engine synergy bonus |
| carryover-momentum-10 | 666 times | Elevate tier base weight & apply multi-engine synergy bonus |
| empirical-pipeline-top1 | 555 times | Elevate tier base weight & apply multi-engine synergy bonus |
| leaders-10-180d | 414 times | Elevate tier base weight & apply multi-engine synergy bonus |
| fixed-five | 411 times | Elevate tier base weight & apply multi-engine synergy bonus |
| leaders-10-90d | 365 times | Elevate tier base weight & apply multi-engine synergy bonus |
| rb9-date-harmony-top8 | 361 times | Elevate tier base weight & apply multi-engine synergy bonus |
| empirical-followed-by | 338 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 | 300 | [003] (double) | ❌ Miss | #13 (9 pts, 6v) |
Archetype 1: Suppressed Active Model
Backed by: fixed-137, hot-double-18, carryover-momentum-10, persisters-18-1y, leaders-10-90d, leaders-10-180d, custom-night-doubles-machine
|
| 2026-09-07 Evening | 169 | [169] (distinct) | ❌ Miss | Unranked |
Archetype 5: Root Sum / Parity Resonance
Backed by: fixed-137, baseline-all-distinct
|
| 2026-09-07 Midday | 298 | [289] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: baseline-all-distinct
|
| 2026-09-06 Night | 783 | [378] (distinct) | 🎯 TOP 5 HIT | #1 (20.01 pts, 7v) | Recommended in Top Consensus (Rank #1) |
| 2026-09-06 Evening | 665 | [566] (double) | ❌ Miss | #15 (7.82 pts, 2v) |
Archetype 1: Suppressed Active Model
Backed by: cici-dual-core-hybrid, cici-rules-above-zero
|
| 2026-09-06 Midday | 505 | [055] (double) | ❌ Miss | #13 (10.7 pts, 3v) |
Archetype 1: Suppressed Active Model
Backed by: fixed-137, cici-dual-core-hybrid, cici-rules-high-accuracy, cici-rules-above-zero
|
| 2026-09-05 Night | 683 | [368] (distinct) | ❌ Miss | Unranked |
Archetype 4: Overdue Deficit Regime
Backed by: fixed-137, baseline-all-distinct
|
| 2026-09-05 Evening | 577 | [577] (double) | ❌ Miss | Unranked | Archetype 4: Overdue Deficit Regime |
| 2026-09-05 Midday | 323 | [233] (double) | ❌ Miss | #12 (9.02 pts, 3v) |
Archetype 1: Suppressed Active Model
Backed by: cici-rules, cici-dual-core-hybrid, cici-rules-above-zero
|
| 2026-09-04 Night | 472 | [247] (distinct) | 🎯 HIT | #7 (15.89 pts, 4v) | Recommended in Top Consensus (Rank #7) |
| 2026-09-04 Evening | 476 | [467] (distinct) | ❌ Miss | Unranked |
Archetype 2: Empirical Markov Follower
Backed by: fixed-137, baseline-all-distinct
|
| 2026-09-04 Midday | 372 | [237] (distinct) | 🎯 TOP 5 HIT | #1 (26.72 pts, 7v) | Recommended in Top Consensus (Rank #1) |
| 2026-09-03 Night | 992 | [299] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-09-03 Evening | 672 | [267] (distinct) | 🎯 HIT | #8 (11.66 pts, 4v) | Recommended in Top Consensus (Rank #8) |
| 2026-09-03 Midday | 215 | [125] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-09-02 Night | 318 | [138] (distinct) | ❌ Miss | #38 (2.25 pts, 1v) |
Archetype 1: Suppressed Active Model
Backed by: empirical-chase-night, baseline-all-distinct
|
| 2026-09-02 Evening | 087 | [078] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-09-02 Midday | 563 | [356] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-09-01 Night | 437 | [347] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-09-01 Evening | 289 | [289] (distinct) | ❌ Miss | Unranked |
Archetype 4: Overdue Deficit Regime
Backed by: baseline-all-distinct
|
| 2026-09-01 Midday | 979 | [799] (double) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137
|
| 2026-08-31 Night | 968 | [689] (distinct) | ❌ Miss | #10 (11.63 pts, 2v) |
Archetype 1: Suppressed Active Model
Backed by: follower-post-double-top1, empirical-pipeline-top1, fixed-137, baseline-all-distinct
|
| 2026-08-31 Evening | 389 | [389] (distinct) | ❌ Miss | Unranked |
Archetype 4: Overdue Deficit Regime
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-31 Midday | 768 | [678] (distinct) | ❌ Miss | #11 (10.75 pts, 2v) |
Archetype 1: Suppressed Active Model
Backed by: carryover-pipeline-top1, empirical-pipeline-top1, fixed-137, baseline-all-distinct
|
| 2026-08-30 Night | 862 | [268] (distinct) | ❌ Miss | #41 (2.64 pts, 1v) |
Archetype 1: Suppressed Active Model
Backed by: fixed-137, rb9-date-harmony-top8, baseline-all-distinct
|
| 2026-08-30 Evening | 223 | [223] (double) | ❌ Miss | Unranked | Archetype 3: Intra-Day Echo |
| 2026-08-30 Midday | 420 | [024] (distinct) | ❌ Miss | #17 (7.75 pts, 4v) |
Archetype 1: Suppressed Active Model
Backed by: empirical-chase-top3, empirical-chase-top5, empirical-pipeline-top1, rb9-date-harmony-top8, baseline-all-distinct
|
| 2026-08-29 Night | 208 | [028] (distinct) | ❌ Miss | Unranked |
Archetype 4: Overdue Deficit Regime
Backed by: baseline-all-distinct
|
| 2026-08-29 Evening | 478 | [478] (distinct) | ❌ Miss | Unranked |
Archetype 5: Root Sum / Parity Resonance
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-29 Midday | 615 | [156] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-28 Night | 395 | [359] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-28 Evening | 616 | [166] (double) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137
|
| 2026-08-28 Midday | 894 | [489] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-27 Night | 598 | [589] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-27 Evening | 494 | [449] (double) | ❌ Miss | Unranked | Archetype 4: Overdue Deficit Regime |
| 2026-08-27 Midday | 397 | [379] (distinct) | ❌ Miss | #24 (5.08 pts, 4v) |
Archetype 1: Suppressed Active Model
Backed by: empirical-chase-top3, fixed-137, cici-rules-high-accuracy, hot-10, persisters-18-1y, baseline-all-distinct
|
| 2026-08-26 Night | 536 | [356] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-26 Evening | 066 | [066] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-26 Midday | 222 | [222] (triple) | ❌ Miss | #83 (0.03 pts, 1v) |
Archetype 1: Suppressed Active Model
Backed by: pure-matches
|
| 2026-08-25 Night | 002 | [002] (double) | ❌ Miss | #73 (0.56 pts, 1v) |
Archetype 1: Suppressed Active Model
Backed by: fixed-137, leaders-10-90d
|
| 2026-08-25 Evening | 121 | [112] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-25 Midday | 935 | [359] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-24 Night | 909 | [099] (double) | ❌ Miss | #27 (4.04 pts, 4v) |
Archetype 1: Suppressed Active Model
Backed by: fixed-137, hot-double-18, persisters-18-1y, leaders-10-180d, custom-night-doubles-machine
|
| 2026-08-24 Evening | 898 | [889] (double) | 🎯 TOP 5 HIT | #4 (12 pts, 4v) | Recommended in Top Consensus (Rank #4) |
| 2026-08-24 Midday | 522 | [225] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-23 Night | 238 | [238] (distinct) | ❌ Miss | #24 (4.14 pts, 2v) |
Archetype 1: Suppressed Active Model
Backed by: empirical-chase-top5, fixed-137, rb9-date-harmony-top8, baseline-all-distinct
|
| 2026-08-23 Evening | 323 | [233] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-23 Midday | 167 | [167] (distinct) | ❌ Miss | Unranked |
Archetype 6: Stochastic Tail Outlier
Backed by: fixed-137, baseline-all-distinct
|
| 2026-08-22 Night | 656 | [566] (double) | ❌ Miss | Unranked | Archetype 6: Stochastic Tail Outlier |
| 2026-08-22 Evening | 855 | [558] (double) | ❌ Miss | Unranked | Archetype 3: Intra-Day Echo |