AI correctly predicted the Montrose win.
The match finished 0–3, validating the model's directional assessment.
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 (3 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Tidak ✖ tak betul
- 1X2 Montrose Montrose ✔ Betul
- Cerapan skor tepat 1-1, 0-1, 1-0, 1-2, 2-1 0-3 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Peterhead | 34.2% | 41.2% | -7.0 pp | Market Higher |
| Draw | 29.6% | 28.0% | +1.7 pp | Aligned |
| Montrose | 36.1% | 30.8% | +5.3 pp | Model Higher |
The closing market estimates Peterhead's win probability at 41.2%, compared with the model's estimate of 34.2%, a difference of 7.0 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.
Selepas sepenuh masa, lean arah model sepadan dengan keputusan (Montrose win 0–3).
Market Assessment
The market and model broadly agree on Peterhead. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.
- Monitor line movement before kickoff — not a betting recommendation.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
What failed
- Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Montrose higher (43.1% vs model 36.1%, 7.0 pp), but the model's lean was validated (Montrose win 0–3).
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Sep 05, 2026 · 14:05 UTC Forecast generated
- Model 1X2 · Peterhead 34.2% · Draw 29.7% · Montrose 36.1%
- xG · Peterhead 1.28 — Montrose 1.32
-
Sep 05, 2026 · 13:38 UTC Opening odds snapshot PRE30
- 1X2 odds · Peterhead 2.22 · Draw 3.27 · Montrose 2.97
- Implied 1X2 · Peterhead 41.2% · Draw 28.0% · Montrose 30.8%
- Bookmaker · Pinnacle
-
Sep 05, 2026 · 14:05 UTC Closing snapshot recorded PRE1
- 1X2 odds · Peterhead 2.22 · Draw 3.27 · Montrose 2.97
- Implied 1X2 · Peterhead 41.2% · Draw 28.0% · Montrose 30.8%
- Bookmaker · Pinnacle
-
Sep 05, 2026 · 14:00 UTC Kickoff
-
FT Full-time result Montrose win · 0–3
-
FT Prediction validated Directional lean matched 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 Satu Scotland — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Ross County | 7 | 6 | 1 | 0 | 19 |
| 2 | Hamilton Academical | 7 | 6 | 1 | 0 | 19 |
| 3 | Montrose | 8 | 5 | 0 | 3 | 15 |
| 4 | East Kilbride | 8 | 4 | 1 | 3 | 13 |
| 5 | Alloa Athletic | 8 | 2 | 3 | 3 | 9 |
| 6 | Airdrie United | 8 | 2 | 3 | 3 | 9 |
| 7 | East Fife | 8 | 1 | 5 | 2 | 8 |
| 8 | Peterhead | 8 | 2 | 1 | 5 | 7 |
| 9 | Cove Rangers | 8 | 1 | 2 | 5 | 5 |
| 10 | Queen of the South | 8 | 1 | 1 | 6 | 4 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Ross County | 7 | 22 | 4 | +18 | 19 |
| 2 | Hamilton Academical | 7 | 16 | 1 | +15 | 19 |
| 3 | East Kilbride | 8 | 14 | 12 | +2 | 13 |
| 4 | Montrose | 8 | 13 | 13 | 0 | 15 |
| 5 | Alloa Athletic | 8 | 8 | 6 | +2 | 9 |
| 6 | East Fife | 8 | 7 | 7 | 0 | 8 |
| 7 | Airdrie United | 8 | 6 | 11 | -5 | 9 |
| 8 | Peterhead | 8 | 6 | 14 | -8 | 7 |
| 9 | Queen of the South | 8 | 6 | 24 | -18 | 4 |
| 10 | Cove Rangers | 8 | 5 | 11 | -6 | 5 |
