The model missed the final outcome (Crewe Alexandra win 1–0).
The model had projected Northampton at 37.6%, but the full-time result went the other way.
Mga sinusubaybayang market kumpara sa full-time na resulta
Inihahambing ng bawat hilera ang modelong pre-match na lean sa full-time na resulta.
- palengke Hula Resulta kinalabasan
- Over / Under 2.5 Over 2.5 Under 2.5 (1 mga layunin) ✖ mali
- Parehong Koponan ang Mag-iskor BTTS Oo Hindi ✖ mali
- 1X2 Northampton Crewe Alexandra ✖ mali
- Mga insight sa correct score 1-1, 1-2, 2-1, 2-2, 0-1 1-0 ✖ mali
Modelo kumpara sa Pagsasara ng Market
| kinalabasan | Modelo | Pagsasara ng Market | Pagkakaiba | Signal |
|---|---|---|---|---|
| Crewe Alexandra | 36.8% | 44.0% | -7.2 pp | Market Higher |
| Draw | 25.6% | 28.0% | -2.4 pp | Aligned |
| Northampton | 37.6% | 28.1% | +9.5 pp | Model Higher |
The statistical model estimates Northampton's win probability at 37.6%, compared with the closing market's implied probability of 28.1%, a difference of 9.5 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than indicating which view is ultimately correct.
Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE10.
Pagkatapos ng buong oras, ang resulta ay Crewe Alexandra win 1–0.
Market Assessment
The fair estimate shows a modest edge over current market pricing on Northampton.
- Monitor line movement before kickoff — not a betting recommendation.
Post Match Insights
What failed
- Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
- Over / Under 2.5: model leaned Over 2.5; match finished Under 2.5 (1 goals)
Market lesson
The closing market differed from the model on Northampton by 9.5 percentage points (28.1% vs model 37.6%) — in this case the market view proved closer.
Timeline ng Hula
Paano lumipat ang hulang ito mula sa hula patungo sa full-time na pagsusuri.
-
Aug 22, 2026 · 14:00 UTC Forecast generated
- Model 1X2 · Crewe Alexandra 36.8% · Draw 25.6% · Northampton 37.6%
- xG · Crewe Alexandra 1.64 — Northampton 1.66
-
Aug 22, 2026 · 13:38 UTC Opening odds snapshot PRE30
- 1X2 odds · Crewe Alexandra 2.17 · Draw 3.41 · Northampton 3.40
- Implied 1X2 · Crewe Alexandra 44.0% · Draw 28.0% · Northampton 28.1%
- Bookmaker · Pinnacle
-
Aug 22, 2026 · 14:00 UTC Closing snapshot recorded PRE10
- 1X2 odds · Crewe Alexandra 2.17 · Draw 3.41 · Northampton 3.40
- Implied 1X2 · Crewe Alexandra 44.0% · Draw 28.0% · Northampton 28.1%
- Bookmaker · Pinnacle
-
Aug 22, 2026 · 14:00 UTC Kickoff
-
FT Full-time result Crewe Alexandra win · 1–0
-
FT Prediction missed 1X2 lean did not match full-time result
-
Archived Prediction review
Makasaysayang Snapshot
Frozen sa kickoff — ang output ng modelo tulad ng nakatayo bago magsimula ang laban.
Mga sukatan bago ang tugma (konteksto sa kasaysayan)
- Validation: Pass
- Statistical edge detected
- Direction agrees with model lean
- Validation passed
Validation Report
Immutable SnapshotModel Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Suriin ang FAQ
- Gaano katumpak ang hula?
- Ang pahinang ito ay nagbibigay ng marka sa mga market ng direksyon (1X2, Over/Under 2.5, BTTS) laban sa full-time na resulta. Ipinapakita ng marka ng hula kung gaano karami sa mga sinusubaybayang market na iyon ang tumugma sa katotohanan.
- Ano ang sinusukat ng xG Accuracy?
- Inihahambing ng xG Accuracy ang profile ng pre-match na inaasahang layunin ng modelo sa aktwal na scoreline — hindi kung tumama ang bawat market. Ang isang malakas na pagsusuri sa direksyon ay maaaring magkasamang may katamtamang marka ng katumpakan ng xG.
- Bakit hindi hinulaan ang eksaktong marka?
- Ang mga resulta ng tamang marka ay mga buntot na mababa ang posibilidad kahit na binasa nang mabuti ng modelo ang profile ng pagtutugma. Itina-highlight namin ang mga top score bin para sa konteksto; ang pagkawala ng eksaktong linya ay hindi nagpapawalang-bisa sa isang direksiyon na pagsusuri.
- Pinapabuti ba nito ang tala ng AI?
- Ang bawat natapos na laban ay naka-log in sa aming validation pipeline. Ang pinagsama-samang mga rate ng hit at pag-aaral sa CLV ay hiwalay na na-publish — ang page na ito ay ang bawat-match audit trail.
Ang mga hula ay para sa mga layuning pang-impormasyon lamang. Palaging magsugal nang responsable at sa loob ng iyong mga limitasyon. Hindi ginagarantiyahan ng nakaraang pagganap ang mga resulta sa hinaharap.
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League Two — Standings
| # | TEAM | MP | W | D | L | PTS |
|---|---|---|---|---|---|---|
| 1 | Barnet | 7 | 4 | 3 | 0 | 15 |
| 2 | Walsall | 7 | 3 | 4 | 0 | 13 |
| 3 | Grimsby Town | 7 | 3 | 4 | 0 | 13 |
| 4 | Gillingham | 7 | 3 | 3 | 1 | 12 |
| 5 | Cheltenham Town | 7 | 3 | 3 | 1 | 12 |
| 6 | Bristol Rovers | 7 | 4 | 0 | 3 | 12 |
| 7 | York City | 7 | 3 | 2 | 2 | 11 |
| 8 | Chesterfield FC | 7 | 3 | 2 | 2 | 11 |
| 9 | Crewe Alexandra | 7 | 2 | 5 | 0 | 11 |
| 10 | Tranmere | 7 | 2 | 4 | 1 | 10 |
| 11 | Fleetwood Town | 7 | 2 | 4 | 1 | 10 |
| 12 | Salford City | 7 | 3 | 1 | 3 | 10 |
| 13 | Swindon Town | 7 | 3 | 1 | 3 | 10 |
| 14 | Rotherham United | 7 | 2 | 3 | 2 | 9 |
| 15 | Colchester United | 7 | 2 | 3 | 2 | 9 |
| 16 | Oldham | 7 | 2 | 1 | 4 | 7 |
| 17 | Rochdale | 7 | 2 | 1 | 4 | 7 |
| 18 | Shrewsbury Town | 7 | 2 | 1 | 4 | 7 |
| 19 | Newport County | 7 | 1 | 3 | 3 | 6 |
| 20 | Exeter City | 7 | 1 | 3 | 3 | 6 |
| 21 | Accrington Stanley | 7 | 1 | 3 | 3 | 6 |
| 22 | Northampton | 7 | 1 | 3 | 3 | 6 |
| 23 | Port Vale | 7 | 1 | 2 | 4 | 5 |
| 24 | Crawley Town | 7 | 1 | 1 | 5 | 4 |
| # | TEAM | MP | GS | GC | +/- | PTS |
|---|---|---|---|---|---|---|
| 1 | Barnet | 7 | 17 | 10 | +7 | 15 |
| 2 | Cheltenham Town | 7 | 14 | 11 | +3 | 12 |
| 3 | York City | 7 | 13 | 10 | +3 | 11 |
| 4 | Bristol Rovers | 7 | 12 | 11 | +1 | 12 |
| 5 | Grimsby Town | 7 | 11 | 6 | +5 | 13 |
| 6 | Gillingham | 7 | 11 | 6 | +5 | 12 |
| 7 | Walsall | 7 | 10 | 4 | +6 | 13 |
| 8 | Chesterfield FC | 7 | 10 | 8 | +2 | 11 |
| 9 | Rotherham United | 7 | 10 | 10 | 0 | 9 |
| 10 | Newport County | 7 | 10 | 11 | -1 | 6 |
| 11 | Accrington Stanley | 7 | 10 | 13 | -3 | 6 |
| 12 | Tranmere | 7 | 9 | 7 | +2 | 10 |
| 13 | Fleetwood Town | 7 | 8 | 7 | +1 | 10 |
| 14 | Salford City | 7 | 8 | 9 | -1 | 10 |
| 15 | Oldham | 7 | 8 | 9 | -1 | 7 |
| 16 | Colchester United | 7 | 8 | 10 | -2 | 9 |
| 17 | Swindon Town | 7 | 8 | 11 | -3 | 10 |
| 18 | Crewe Alexandra | 7 | 7 | 5 | +2 | 11 |
| 19 | Rochdale | 7 | 7 | 10 | -3 | 7 |
| 20 | Crawley Town | 7 | 6 | 13 | -7 | 4 |
| 21 | Shrewsbury Town | 7 | 5 | 11 | -6 | 7 |
| 22 | Exeter City | 7 | 4 | 5 | -1 | 6 |
| 23 | Northampton | 7 | 3 | 6 | -3 | 6 |
| 24 | Port Vale | 7 | 3 | 9 | -6 | 5 |
| # | TEAM | MP | xG | xGC | +/- | PTS |
|---|---|---|---|---|---|---|
| 1 | Accrington Stanley | 7 | 3.0 | 0.5 | +2.5 | 6 |
| 2 | Walsall | 7 | 3.5 | 1.8 | +1.7 | 13 |
| 3 | Rotherham United | 7 | 2.2 | 0.7 | +1.5 | 9 |
| 4 | Northampton | 7 | 1.6 | 0.3 | +1.3 | 6 |
| 5 | Barnet | 7 | 2.8 | 1.8 | +1.0 | 15 |
| 6 | Shrewsbury Town | 7 | 2.1 | 1.2 | +0.9 | 7 |
| 7 | Crewe Alexandra | 7 | 1.7 | 0.8 | +0.9 | 11 |
| 8 | Grimsby Town | 7 | 1.9 | 1.1 | +0.8 | 13 |
| 9 | Oldham | 7 | 1.5 | 0.9 | +0.6 | 7 |
| 10 | Bristol Rovers | 7 | 2.0 | 1.6 | +0.4 | 12 |
| 11 | Fleetwood Town | 7 | 1.9 | 1.5 | +0.4 | 10 |
| 12 | York City | 7 | 1.6 | 2.0 | -0.4 | 11 |
| 13 | Chesterfield FC | 7 | 1.5 | 1.9 | -0.4 | 11 |
| 14 | Port Vale | 7 | 0.9 | 1.5 | -0.6 | 5 |
| 15 | Exeter City | 7 | 1.1 | 1.9 | -0.8 | 6 |
| 16 | Tranmere | 7 | 1.2 | 2.1 | -0.9 | 10 |
| 17 | Crawley Town | 7 | 0.8 | 1.7 | -0.9 | 4 |
| 18 | Salford City | 7 | 1.8 | 2.8 | -1.0 | 10 |
| 19 | Swindon Town | 7 | 0.3 | 1.6 | -1.3 | 10 |
| 20 | Cheltenham Town | 7 | 0.7 | 2.2 | -1.5 | 12 |
| 21 | Gillingham | 7 | 1.8 | 3.5 | -1.7 | 12 |
| 22 | Colchester United | 7 | 0.5 | 3.0 | -2.5 | 9 |
| 23 | Rochdale | 7 | — | — | — | 7 |
| 24 | Newport County | 7 | — | — | — | 6 |