AI correctly predicted the Sunderland U21 win.
The match finished 4–2, validating the model's directional assessment.
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 Under 2.5 Over 2.5 (6 mga layunin) ✖ mali
- Parehong Koponan ang Mag-iskor BTTS Hindi Oo ✖ mali
- 1X2 Sunderland U21 Sunderland U21 ✔ Tama
- Mga insight sa correct score 1-1, 1-0, 0-1, 2-1, 1-2 4-2 ✖ mali
Modelo kumpara sa Pagsasara ng Market
| kinalabasan | Modelo | Pagsasara ng Market | Pagkakaiba | Signal |
|---|---|---|---|---|
| Sunderland U21 | 38.0% | 54.2% | -16.2 pp | Market Higher |
| Draw | 29.6% | 18.8% | +10.8 pp | Model Edge |
| Ipswich Town U21 | 32.4% | 27.0% | +5.4 pp | Model Higher |
The closing market estimates Sunderland U21's win probability at 54.2%, compared with the model's estimate of 38.0%, a difference of 16.2 percentage points. This highlights a disagreement between the model and market consensus, without 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: PRE1.
Pagkatapos ng buong oras, tumugma ang direksyon ng modelo sa resulta (Sunderland U21 win 4–2).
Market Assessment
The market is materially more optimistic about Sunderland U21 than the current fair estimate.
- Investors may be incorporating information not fully reflected in the baseline model.
- Tournament-specific context can shift market pricing.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 6 goals materialised
What failed
- Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (6 goals)
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Sunderland U21 higher (54.2% vs model 38.0%, 16.2 pp), but the model's lean was validated (Sunderland U21 win 4–2).
Timeline ng Hula
Paano lumipat ang hulang ito mula sa hula patungo sa full-time na pagsusuri.
-
Sep 11, 2026 · 18:01 UTC Forecast generated
- Model 1X2 · Sunderland U21 38.0% · Draw 29.6% · Ipswich Town U21 32.4%
- xG · Sunderland U21 1.36 — Ipswich Town U21 1.24
-
Sep 11, 2026 · 17:32 UTC Opening odds snapshot PRE30
- 1X2 odds · Sunderland U21 1.69 · Draw 4.87 · Ipswich Town U21 3.39
- Implied 1X2 · Sunderland U21 54.2% · Draw 18.8% · Ipswich Town U21 27.0%
- Bookmaker · Pinnacle
-
Sep 11, 2026 · 18:01 UTC Closing snapshot recorded PRE1
- 1X2 odds · Sunderland U21 1.69 · Draw 4.87 · Ipswich Town U21 3.39
- Implied 1X2 · Sunderland U21 54.2% · Draw 18.8% · Ipswich Town U21 27.0%
- Bookmaker · Pinnacle
-
Sep 11, 2026 · 18:00 UTC Kickoff
-
FT Full-time result Sunderland U21 win · 4–2
-
FT Prediction validated Directional lean matched 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: Warning
- Large market gap (16 pp)
- No strong statistical edge
- Pricing remains divergent
- Validation warning
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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Premier League 2 Division One — Standings
| # | TEAM | MP | W | D | L | PTS |
|---|---|---|---|---|---|---|
| 1 | Tottenham Hotspur U21 | 4 | 3 | 1 | 0 | 10 |
| 2 | Southampton U21 | 4 | 3 | 1 | 0 | 10 |
| 3 | Manchester United U21 | 3 | 3 | 0 | 0 | 9 |
| 4 | Chelsea U21 | 4 | 3 | 0 | 1 | 9 |
| 5 | Sunderland U21 | 4 | 3 | 0 | 1 | 9 |
| 6 | AFC Bournemouth U21 | 4 | 3 | 0 | 1 | 9 |
| 7 | Nottingham Forest U21 | 4 | 3 | 0 | 1 | 9 |
| 8 | Liverpool U21 | 4 | 2 | 1 | 1 | 7 |
| 9 | Fulham U21 | 4 | 2 | 1 | 1 | 7 |
| 10 | Leeds United U21 | 4 | 2 | 1 | 1 | 7 |
| 11 | Reading U21 | 4 | 2 | 1 | 1 | 7 |
| 12 | Norwich City U21 | 4 | 2 | 1 | 1 | 7 |
| 13 | Brentford U21 | 4 | 2 | 0 | 2 | 6 |
| 14 | Everton U21 | 4 | 1 | 2 | 1 | 5 |
| 15 | West Ham United U21 | 4 | 1 | 2 | 1 | 5 |
| 16 | Aston Villa U21 | 4 | 1 | 2 | 1 | 5 |
| 17 | Stoke City U21 | 4 | 1 | 1 | 2 | 4 |
| 18 | Crystal Palace U21 | 3 | 1 | 1 | 1 | 4 |
| 19 | Brighton U21 | 4 | 1 | 1 | 2 | 4 |
| 20 | Derby County U21 | 4 | 1 | 1 | 2 | 4 |
| 21 | Manchester City U21 | 3 | 1 | 0 | 2 | 3 |
| 22 | Burnley U21 | 4 | 1 | 0 | 3 | 3 |
| 23 | Arsenal U21 | 4 | 0 | 3 | 1 | 3 |
| 24 | Blackburn Rovers U21 | 3 | 1 | 0 | 2 | 3 |
| 25 | Ipswich Town U21 | 3 | 1 | 0 | 2 | 3 |
| 26 | Birmingham City U21 | 3 | 0 | 2 | 1 | 2 |
| 27 | Middlesbrough U21 | 4 | 0 | 2 | 2 | 2 |
| 28 | West Bromwich Albion U21 | 3 | 0 | 1 | 2 | 1 |
| 29 | Leicester City U21 | 3 | 0 | 1 | 2 | 1 |
| 30 | Newcastle United U21 | 3 | 0 | 0 | 3 | 0 |
| 31 | Wolves U21 | 3 | 0 | 0 | 3 | 0 |
| # | TEAM | MP | GS | GC | +/- | PTS |
|---|---|---|---|---|---|---|
| 1 | Tottenham Hotspur U21 | 4 | 13 | 7 | +6 | 10 |
| 2 | Chelsea U21 | 4 | 13 | 8 | +5 | 9 |
| 3 | Sunderland U21 | 4 | 13 | 9 | +4 | 9 |
| 4 | Manchester United U21 | 3 | 12 | 3 | +9 | 9 |
| 5 | Fulham U21 | 4 | 12 | 9 | +3 | 7 |
| 6 | Leeds United U21 | 4 | 11 | 9 | +2 | 7 |
| 7 | Brentford U21 | 4 | 10 | 8 | +2 | 6 |
| 8 | Derby County U21 | 4 | 9 | 12 | -3 | 4 |
| 9 | Liverpool U21 | 4 | 8 | 4 | +4 | 7 |
| 10 | AFC Bournemouth U21 | 4 | 8 | 6 | +2 | 9 |
| 11 | Burnley U21 | 4 | 8 | 9 | -1 | 3 |
| 12 | West Bromwich Albion U21 | 3 | 8 | 11 | -3 | 1 |
| 13 | Southampton U21 | 4 | 7 | 2 | +5 | 10 |
| 14 | Stoke City U21 | 4 | 7 | 5 | +2 | 4 |
| 15 | Reading U21 | 4 | 7 | 6 | +1 | 7 |
| 16 | Manchester City U21 | 3 | 7 | 6 | +1 | 3 |
| 17 | Nottingham Forest U21 | 4 | 7 | 7 | 0 | 9 |
| 18 | Aston Villa U21 | 4 | 7 | 8 | -1 | 5 |
| 19 | Brighton U21 | 4 | 7 | 9 | -2 | 4 |
| 20 | Middlesbrough U21 | 4 | 7 | 10 | -3 | 2 |
| 21 | Norwich City U21 | 4 | 6 | 5 | +1 | 7 |
| 22 | Ipswich Town U21 | 3 | 6 | 10 | -4 | 3 |
| 23 | West Ham United U21 | 4 | 5 | 5 | 0 | 5 |
| 24 | Birmingham City U21 | 3 | 5 | 7 | -2 | 2 |
| 25 | Everton U21 | 4 | 4 | 3 | +1 | 5 |
| 26 | Arsenal U21 | 4 | 4 | 7 | -3 | 3 |
| 27 | Blackburn Rovers U21 | 3 | 4 | 7 | -3 | 3 |
| 28 | Crystal Palace U21 | 3 | 3 | 2 | +1 | 4 |
| 29 | Leicester City U21 | 3 | 1 | 7 | -6 | 1 |
| 30 | Newcastle United U21 | 3 | 1 | 9 | -8 | 0 |
| 31 | Wolves U21 | 3 | 0 | 10 | -10 | 0 |