The model missed the final outcome (Kilwinning Rangers win 2–4).
The model had projected Cumbernauld Colts at 40.5%, but the full-time result went the other way.
Pasaran yang dijejaki vs hasil sepenuh masa
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Under 2.5 Over 2.5 (6 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Ya ✔ Betul
- 1X2 Cumbernauld Colts Kilwinning Rangers ✖ tak betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 2-4 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Cumbernauld Colts | 40.5% | 44.5% | -4.0 pp | Aligned |
| Draw | 27.9% | 23.2% | +4.7 pp | Aligned |
| Kilwinning Rangers | 31.6% | 32.4% | -0.8 pp | Aligned |
The model and closing market are broadly aligned, with probability differences below 5 percentage points.
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.
Selepas sepenuh masa, hasilnya ialah Kilwinning Rangers win 2–4.
Market Assessment
The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.
- Current pricing remains close to the model baseline.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 6 goals materialised
- Both Teams To Score (Yes) matched the full-time result
What failed
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (6 goals)
- 1X2: model leaned Cumbernauld Colts; match finished Kilwinning Rangers
Market lesson
The full-time result was Kilwinning Rangers win 2–4, which did not match the model's pre-match lean on 1X2.
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Jul 28, 2026 · 19:35 UTC Forecast generated
- Model 1X2 · Cumbernauld Colts 40.5% · Draw 27.9% · Kilwinning Rangers 31.6%
- xG · Cumbernauld Colts 1.34 — Kilwinning Rangers 1.26
-
Jul 28, 2026 · 18:16 UTC Opening odds snapshot PRE30
- 1X2 odds · Cumbernauld Colts 1.83 · Draw 3.84 · Kilwinning Rangers 3.33
- Implied 1X2 · Cumbernauld Colts 49.4% · Draw 23.5% · Kilwinning Rangers 27.1%
- Bookmaker · Pinnacle
-
Jul 28, 2026 · 18:48 UTC Closing snapshot recorded PRE1
- 1X2 odds · Cumbernauld Colts 2.06 · Draw 3.95 · Kilwinning Rangers 2.83
- Implied 1X2 · Cumbernauld Colts 44.5% · Draw 23.2% · Kilwinning Rangers 32.4%
- Bookmaker · Pinnacle
-
Jul 28, 2026 · 18:45 UTC Kickoff
-
FT Full-time result Kilwinning Rangers win · 2–4
-
FT Prediction missed 1X2 lean did not match full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Metrik pra-padanan (konteks sejarah)
- Validation: Pass
- No strong statistical edge
- Direction agrees with model lean
- Validation passed
Validation Report
Immutable SnapshotModel Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Semakan Soalan Lazim
- Sejauh manakah ramalan itu tepat?
- Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
- Apakah ukuran Ketepatan xG?
- Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
- Mengapakah skor tepat tidak diramalkan?
- Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
- Adakah ini meningkatkan rekod AI?
- Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.
Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.
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Langgan Sekarang
Liga Lowland Scotland — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Tranent Juniors | 8 | 8 | 0 | 0 | 24 |
| 2 | Kilwinning Rangers | 9 | 7 | 0 | 2 | 21 |
| 3 | Hill Of Beath Hawthorn | 9 | 7 | 0 | 2 | 21 |
| 4 | Clydebank | 9 | 6 | 2 | 1 | 20 |
| 5 | Pollok | 9 | 6 | 2 | 1 | 20 |
| 6 | Auchinleck Talbot | 9 | 6 | 1 | 2 | 19 |
| 7 | Linlithgow Rose | 9 | 6 | 1 | 2 | 19 |
| 8 | Brechin | 8 | 6 | 1 | 1 | 19 |
| 9 | Broxburn Athletic | 8 | 6 | 1 | 1 | 19 |
| 10 | Largs Thistle | 9 | 6 | 1 | 2 | 19 |
| 11 | Bonnyrigg Rose Athletic | 9 | 6 | 0 | 3 | 18 |
| 12 | Celtic II | 10 | 5 | 2 | 3 | 17 |
| 13 | Caledonian Braves | 9 | 5 | 1 | 3 | 16 |
| 14 | Lochee United | 9 | 5 | 1 | 3 | 16 |
| 15 | Johnstone Burgh | 8 | 4 | 3 | 1 | 15 |
| 16 | Cumnock Juniors | 8 | 4 | 2 | 2 | 14 |
| 17 | Civil Service Strollers | 9 | 4 | 1 | 4 | 13 |
| 18 | Bo'ness United | 9 | 4 | 1 | 4 | 13 |
| 19 | Troon FC | 9 | 4 | 0 | 5 | 12 |
| 20 | Cumbernauld Colts | 10 | 2 | 4 | 4 | 10 |
| 21 | East Stirlingshire | 9 | 3 | 1 | 5 | 10 |
| 22 | Cowdenbeath | 9 | 3 | 0 | 6 | 9 |
| 23 | Musselburgh Athletic | 9 | 2 | 2 | 5 | 8 |
| 24 | Albion Rovers | 9 | 2 | 2 | 5 | 8 |
| 25 | Beith | 9 | 2 | 2 | 5 | 8 |
| 26 | Gretna 2008 | 10 | 2 | 1 | 7 | 7 |
| 27 | Berwick Rangers | 9 | 1 | 2 | 6 | 5 |
| 28 | Dunipace | 8 | 1 | 1 | 6 | 4 |
| 29 | Renfrew | 8 | 1 | 1 | 6 | 4 |
| 30 | Newton Stewart | 8 | 1 | 1 | 6 | 4 |
| 31 | Gala Fairydean Rovers | 9 | 1 | 0 | 8 | 3 |
| 32 | Stirling University | 9 | 1 | 0 | 8 | 3 |
| 33 | Dalbeattie Star | 9 | 0 | 1 | 8 | 1 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Clydebank | 9 | 32 | 18 | +14 | 20 |
| 2 | Auchinleck Talbot | 9 | 31 | 9 | +22 | 19 |
| 3 | Kilwinning Rangers | 9 | 28 | 13 | +15 | 21 |
| 4 | Celtic II | 10 | 28 | 19 | +9 | 17 |
| 5 | Caledonian Braves | 9 | 26 | 21 | +5 | 16 |
| 6 | Linlithgow Rose | 9 | 25 | 11 | +14 | 19 |
| 7 | Bonnyrigg Rose Athletic | 9 | 23 | 9 | +14 | 18 |
| 8 | Pollok | 9 | 21 | 12 | +9 | 20 |
| 9 | Cumnock Juniors | 8 | 21 | 14 | +7 | 14 |
| 10 | Lochee United | 9 | 20 | 15 | +5 | 16 |
| 11 | Cumbernauld Colts | 10 | 20 | 23 | -3 | 10 |
| 12 | Gretna 2008 | 10 | 20 | 32 | -12 | 7 |
| 13 | Johnstone Burgh | 8 | 19 | 13 | +6 | 15 |
| 14 | Troon FC | 9 | 18 | 15 | +3 | 12 |
| 15 | Tranent Juniors | 8 | 17 | 4 | +13 | 24 |
| 16 | Brechin | 8 | 17 | 10 | +7 | 19 |
| 17 | Bo'ness United | 9 | 16 | 18 | -2 | 13 |
| 18 | Hill Of Beath Hawthorn | 9 | 14 | 10 | +4 | 21 |
| 19 | Broxburn Athletic | 8 | 13 | 7 | +6 | 19 |
| 20 | Largs Thistle | 9 | 13 | 9 | +4 | 19 |
| 21 | Civil Service Strollers | 9 | 13 | 14 | -1 | 13 |
| 22 | Cowdenbeath | 9 | 13 | 15 | -2 | 9 |
| 23 | East Stirlingshire | 9 | 13 | 19 | -6 | 10 |
| 24 | Beith | 9 | 13 | 24 | -11 | 8 |
| 25 | Renfrew | 8 | 13 | 26 | -13 | 4 |
| 26 | Musselburgh Athletic | 9 | 9 | 14 | -5 | 8 |
| 27 | Albion Rovers | 9 | 9 | 16 | -7 | 8 |
| 28 | Berwick Rangers | 9 | 9 | 17 | -8 | 5 |
| 29 | Gala Fairydean Rovers | 9 | 9 | 22 | -13 | 3 |
| 30 | Stirling University | 9 | 9 | 24 | -15 | 3 |
| 31 | Newton Stewart | 8 | 9 | 32 | -23 | 4 |
| 32 | Dunipace | 8 | 6 | 17 | -11 | 4 |
| 33 | Dalbeattie Star | 9 | 5 | 30 | -25 | 1 |