AI correctly predicted the Auchinleck Talbot win.
The match finished 4–0, validating the model's directional assessment.
Pasar terlacak vs hasil penuh waktu
Setiap baris membandingkan model pra-pertandingan dengan hasil penuh waktu.
- Pasar Ramalan Hasil Hasil
- Over / Under 2.5 Under 2.5 Over 2.5 (4 sasaran) ✖ Salah
- Kedua Tim Mencetak Skor BTTS Tidak Tidak ✔ Benar
- 1X2 Auchinleck Talbot Auchinleck Talbot ✔ Benar
- Wawasan skor akurat 1-1, 1-0, 0-1, 2-1, 1-2 4-0 ✖ Salah
Model vs Pasar Penutupan
| Hasil | Model | Menutup Pasar | Perbedaan | Sinyal |
|---|---|---|---|---|
| Auchinleck Talbot | 36.1% | 50.4% | -14.3 pp | Market Higher |
| Draw | 29.6% | 20.9% | +8.7 pp | Model Higher |
| Cumnock Juniors | 34.2% | 28.7% | +5.5 pp | Model Higher |
The closing market estimates Auchinleck Talbot's win probability at 50.4%, compared with the model's estimate of 36.1%, a difference of 14.3 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: PRE5.
Setelah waktu penuh, kemiringan terarah model cocok dengan hasilnya (Auchinleck Talbot win 4–0).
Market Assessment
The market is materially more optimistic about Auchinleck Talbot 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) — 4 goals materialised
- Both Teams To Score (No) matched the full-time result
What failed
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (4 goals)
- Exact score: outside the model's top score bins
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Auchinleck Talbot higher (50.4% vs model 36.1%, 14.3 pp), but the model's lean was validated (Auchinleck Talbot win 4–0).
Garis Waktu Prediksi
Bagaimana prediksi ini berpindah dari perkiraan ke tinjauan penuh waktu.
-
Sep 26, 2026 · 14:02 UTC Forecast generated
- Model 1X2 · Auchinleck Talbot 36.1% · Draw 29.7% · Cumnock Juniors 34.2%
- xG · Auchinleck Talbot 1.32 — Cumnock Juniors 1.28
-
Sep 26, 2026 · 13:40 UTC Opening odds snapshot PRE30
- 1X2 odds · Auchinleck Talbot 1.76 · Draw 4.24 · Cumnock Juniors 3.09
- Implied 1X2 · Auchinleck Talbot 50.4% · Draw 20.9% · Cumnock Juniors 28.7%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 14:02 UTC Closing snapshot recorded PRE5
- 1X2 odds · Auchinleck Talbot 1.76 · Draw 4.24 · Cumnock Juniors 3.09
- Implied 1X2 · Auchinleck Talbot 50.4% · Draw 20.9% · Cumnock Juniors 28.7%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 14:00 UTC Kickoff
-
FT Full-time result Auchinleck Talbot win · 4–0
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Cuplikan Sejarah
Dibekukan saat kickoff — keluaran model seperti sebelum pertandingan dimulai.
Metrik pra-pertandingan (konteks historis)
- Validation: Warning
- Large market gap (14 pp)
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
Validation Report
Immutable SnapshotModel Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Tinjau FAQ
- Seberapa akurat prediksinya?
- Halaman ini menilai pasar terarah (1X2, Atas/Bawah 2.5, BTTS) dibandingkan dengan hasil penuh waktu. Nilai prediksi mencerminkan seberapa banyak pasar yang dilacak tersebut sesuai dengan kenyataan.
- Apa yang diukur oleh Akurasi xG?
- Akurasi xG membandingkan profil gol yang diharapkan sebelum pertandingan dengan skor sebenarnya — bukan apakah setiap pasar berhasil. Tinjauan terarah yang kuat dapat dilakukan bersamaan dengan skor akurasi xG yang moderat.
- Mengapa skor pastinya tidak diprediksi?
- Hasil skor yang benar memiliki probabilitas yang rendah meskipun model membaca profil pertandingan dengan baik. Kami menyoroti kumpulan skor tertinggi untuk konteks; melewatkan garis yang tepat tidak membatalkan tinjauan terarah.
- Apakah ini meningkatkan rekor AI?
- Setiap kecocokan yang telah selesai dicatat dalam jalur validasi kami. Tingkat hit gabungan dan studi CLV dipublikasikan secara terpisah — halaman ini adalah jejak audit per pertandingan.
Prediksi hanya untuk tujuan informasi. Selalu bertaruh secara bertanggung jawab dan sesuai batas kemampuan Anda. Kinerja masa lalu tidak menjamin hasil di masa depan.
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Berlangganan Sekarang
Liga Lowland Skotlandia — Klasemen
| # | TIM | Main | M | S | K | Poin |
|---|---|---|---|---|---|---|
| 1 | Kilwinning Rangers | 11 | 9 | 0 | 2 | 27 |
| 2 | Tranent Juniors | 9 | 8 | 1 | 0 | 25 |
| 3 | Pollok | 10 | 7 | 2 | 1 | 23 |
| 4 | Largs Thistle | 11 | 7 | 2 | 2 | 23 |
| 5 | Auchinleck Talbot | 11 | 7 | 1 | 3 | 22 |
| 6 | Linlithgow Rose | 10 | 7 | 1 | 2 | 22 |
| 7 | Brechin City | 9 | 7 | 1 | 1 | 22 |
| 8 | Broxburn Athletic | 9 | 7 | 1 | 1 | 22 |
| 9 | Hill Of Beath Hawthorn | 10 | 7 | 1 | 2 | 22 |
| 10 | Clydebank | 9 | 6 | 2 | 1 | 20 |
| 11 | Bonnyrigg Rose Athletic | 9 | 6 | 0 | 3 | 18 |
| 12 | Johnstone Burgh | 10 | 5 | 3 | 2 | 18 |
| 13 | Celtic II | 10 | 5 | 2 | 3 | 17 |
| 14 | Cumnock Juniors | 10 | 5 | 2 | 3 | 17 |
| 15 | Lochee United | 10 | 5 | 2 | 3 | 17 |
| 16 | Caledonian Braves | 9 | 5 | 1 | 3 | 16 |
| 17 | Civil Service Strollers | 10 | 5 | 1 | 4 | 16 |
| 18 | Bo'ness United | 10 | 4 | 1 | 5 | 13 |
| 19 | Troon FC | 11 | 4 | 0 | 7 | 12 |
| 20 | Cumbernauld Colts | 10 | 2 | 4 | 4 | 10 |
| 21 | East Stirlingshire | 10 | 3 | 1 | 6 | 10 |
| 22 | Gretna 2008 | 11 | 3 | 1 | 7 | 10 |
| 23 | Cowdenbeath | 9 | 3 | 0 | 6 | 9 |
| 24 | Musselburgh Athletic | 10 | 2 | 3 | 5 | 9 |
| 25 | Beith | 11 | 2 | 3 | 6 | 9 |
| 26 | Albion Rovers | 10 | 2 | 2 | 6 | 8 |
| 27 | Renfrew | 10 | 2 | 1 | 7 | 7 |
| 28 | Berwick Rangers | 9 | 1 | 2 | 6 | 5 |
| 29 | Dunipace | 9 | 1 | 1 | 7 | 4 |
| 30 | Newton Stewart | 8 | 1 | 1 | 6 | 4 |
| 31 | Gala Fairydean Rovers | 9 | 1 | 0 | 8 | 3 |
| 32 | Stirling University | 10 | 1 | 0 | 9 | 3 |
| 33 | Dalbeattie Star | 10 | 0 | 1 | 9 | 1 |
| # | TIM | Main | Gol | Kebob | +/- | Poin |
|---|---|---|---|---|---|---|
| 1 | Auchinleck Talbot | 11 | 35 | 12 | +23 | 22 |
| 2 | Kilwinning Rangers | 11 | 35 | 15 | +20 | 27 |
| 3 | Clydebank | 9 | 32 | 18 | +14 | 20 |
| 4 | Linlithgow Rose | 10 | 29 | 12 | +17 | 22 |
| 5 | Celtic II | 10 | 28 | 19 | +9 | 17 |
| 6 | Pollok | 10 | 26 | 13 | +13 | 23 |
| 7 | Caledonian Braves | 9 | 26 | 21 | +5 | 16 |
| 8 | Cumnock Juniors | 10 | 25 | 18 | +7 | 17 |
| 9 | Gretna 2008 | 11 | 25 | 33 | -8 | 10 |
| 10 | Bonnyrigg Rose Athletic | 9 | 23 | 9 | +14 | 18 |
| 11 | Johnstone Burgh | 10 | 22 | 16 | +6 | 18 |
| 12 | Lochee United | 10 | 21 | 16 | +5 | 17 |
| 13 | Brechin City | 9 | 20 | 10 | +10 | 22 |
| 14 | Troon FC | 11 | 20 | 23 | -3 | 12 |
| 15 | Cumbernauld Colts | 10 | 20 | 23 | -3 | 10 |
| 16 | Tranent Juniors | 9 | 18 | 5 | +13 | 25 |
| 17 | Renfrew | 10 | 18 | 29 | -11 | 7 |
| 18 | Bo'ness United | 10 | 17 | 22 | -5 | 13 |
| 19 | Civil Service Strollers | 10 | 16 | 16 | 0 | 16 |
| 20 | Broxburn Athletic | 9 | 15 | 8 | +7 | 22 |
| 21 | Largs Thistle | 11 | 15 | 10 | +5 | 23 |
| 22 | Hill Of Beath Hawthorn | 10 | 15 | 11 | +4 | 22 |
| 23 | East Stirlingshire | 10 | 14 | 21 | -7 | 10 |
| 24 | Beith | 11 | 14 | 28 | -14 | 9 |
| 25 | Cowdenbeath | 9 | 13 | 15 | -2 | 9 |
| 26 | Stirling University | 10 | 11 | 27 | -16 | 3 |
| 27 | Musselburgh Athletic | 10 | 10 | 15 | -5 | 9 |
| 28 | Albion Rovers | 10 | 10 | 21 | -11 | 8 |
| 29 | Berwick Rangers | 9 | 9 | 17 | -8 | 5 |
| 30 | Gala Fairydean Rovers | 9 | 9 | 22 | -13 | 3 |
| 31 | Newton Stewart | 8 | 9 | 32 | -23 | 4 |
| 32 | Dunipace | 9 | 6 | 20 | -14 | 4 |
| 33 | Dalbeattie Star | 10 | 6 | 35 | -29 | 1 |