AI correctly predicted the Celtic win.
The match finished 1–0, 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 Over 2.5 Under 2.5 (1 sasaran) ✖ Salah
- Kedua Tim Mencetak Skor BTTS Ya Tidak ✖ Salah
- 1X2 Celtic Celtic ✔ Benar
- Wawasan skor akurat 2-0, 2-1, 1-0, 1-1, 3-0 1-0 ✔ Benar
Model vs Pasar Penutupan
| Hasil | Model | Menutup Pasar | Perbedaan | Sinyal |
|---|---|---|---|---|
| Celtic | 68.9% | 83.8% | -14.9 pp | Market Higher |
| Draw | 18.8% | 10.3% | +8.5 pp | Model Higher |
| Dundee | 12.2% | 5.9% | +6.4 pp | Model Higher |
The closing market estimates Celtic's win probability at 83.8%, compared with the model's estimate of 68.9%, a difference of 14.9 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.
Setelah waktu penuh, kemiringan terarah model cocok dengan hasilnya (Celtic win 1–0).
Market Assessment
The market is materially more optimistic about Celtic 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
- Celtic attacking xG significantly stronger (2.15 vs 0.96)
- Exact score 1–0 fell within the model's highlighted bins
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
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Celtic higher (83.8% vs model 68.9%, 14.9 pp), but the model's lean was validated (Celtic win 1–0).
Garis Waktu Prediksi
Bagaimana prediksi ini berpindah dari perkiraan ke tinjauan penuh waktu.
-
Aug 03, 2026 · 19:12 UTC Forecast generated
- Model 1X2 · Celtic 68.9% · Draw 18.8% · Dundee 12.2%
- xG · Celtic 2.15 — Dundee 0.96
-
Aug 03, 2026 · 17:59 UTC Opening odds snapshot PRE30
- 1X2 odds · Celtic 1.19 · Draw 7.96 · Dundee 12.64
- Implied 1X2 · Celtic 80.4% · Draw 12.0% · Dundee 7.6%
- Bookmaker · Pinnacle
-
Aug 03, 2026 · 18:29 UTC Closing snapshot recorded PRE1
- 1X2 odds · Celtic 1.14 · Draw 9.28 · Dundee 16.24
- Implied 1X2 · Celtic 83.8% · Draw 10.3% · Dundee 5.9%
- Bookmaker · Pinnacle
-
Aug 03, 2026 · 18:30 UTC Kickoff
-
FT Full-time result Celtic win · 1–0
-
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 (15 pp)
- High xG deviation from league baseline (59%+)
- Strong model lean
- 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 Premiership Skotlandia — Klasemen
| # | TIM | Main | M | S | K | Poin |
|---|---|---|---|---|---|---|
| 1 | Celtic | 7 | 6 | 0 | 1 | 18 |
| 2 | Rangers | 7 | 5 | 1 | 1 | 16 |
| 3 | Heart of Midlothian | 7 | 4 | 1 | 2 | 13 |
| 4 | Dundee | 7 | 3 | 1 | 3 | 10 |
| 5 | St Mirren | 7 | 3 | 1 | 3 | 10 |
| 6 | St Johnstone | 7 | 2 | 2 | 3 | 8 |
| 7 | Aberdeen FC | 7 | 2 | 2 | 3 | 8 |
| 8 | Dundee United | 7 | 2 | 2 | 3 | 8 |
| 9 | Motherwell | 7 | 2 | 2 | 3 | 8 |
| 10 | Hibernian | 7 | 2 | 1 | 4 | 7 |
| 11 | Falkirk | 7 | 1 | 3 | 3 | 6 |
| 12 | Kilmarnock | 7 | 1 | 2 | 4 | 5 |
| # | TIM | Main | Gol | Kebob | +/- | Poin |
|---|---|---|---|---|---|---|
| 1 | Celtic | 7 | 14 | 4 | +10 | 18 |
| 2 | Heart of Midlothian | 7 | 14 | 8 | +6 | 13 |
| 3 | Dundee | 7 | 9 | 7 | +2 | 10 |
| 4 | St Johnstone | 7 | 9 | 10 | -1 | 8 |
| 5 | Dundee United | 7 | 9 | 11 | -2 | 8 |
| 6 | Motherwell | 7 | 9 | 11 | -2 | 8 |
| 7 | Rangers | 7 | 8 | 4 | +4 | 16 |
| 8 | St Mirren | 7 | 8 | 9 | -1 | 10 |
| 9 | Hibernian | 7 | 8 | 11 | -3 | 7 |
| 10 | Aberdeen FC | 7 | 7 | 8 | -1 | 8 |
| 11 | Falkirk | 7 | 6 | 9 | -3 | 6 |
| 12 | Kilmarnock | 7 | 6 | 15 | -9 | 5 |
| # | TIM | Main | xG | xGC | +/- | Poin |
|---|---|---|---|---|---|---|
| 1 | Celtic | 7 | 11.1 | 1.9 | +9.2 | 18 |
| 2 | Heart of Midlothian | 7 | 7.1 | 4.5 | +2.6 | 13 |
| 3 | Motherwell | 7 | 7.2 | 4.8 | +2.4 | 8 |
| 4 | St Mirren | 7 | 6.2 | 4.7 | +1.5 | 10 |
| 5 | Rangers | 7 | 5.3 | 3.8 | +1.5 | 16 |
| 6 | St Johnstone | 7 | 6.7 | 5.6 | +1.1 | 8 |
| 7 | Hibernian | 7 | 7.8 | 7.3 | +0.5 | 7 |
| 8 | Dundee United | 7 | 6.9 | 8.3 | -1.4 | 8 |
| 9 | Aberdeen FC | 7 | 3.4 | 5.4 | -2.0 | 8 |
| 10 | Dundee | 7 | 5.6 | 8.7 | -3.1 | 10 |
| 11 | Falkirk | 7 | 1.7 | 5.3 | -3.6 | 6 |
| 12 | Kilmarnock | 7 | 3.1 | 11.9 | -8.8 | 5 |