AI correctly predicted the Atlético FC win.
The match finished 3–0, 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 Atlético FC Atlético FC ✔ Betul
- Cerapan skor tepat 1-1, 1-0, 2-1, 0-1, 2-0 3-0 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Atlético FC | 40.9% | 50.1% | -9.2 pp | Market Higher |
| Draw | 29.4% | 29.4% | +0.0 pp | Aligned |
| Cumbayá | 29.7% | 20.5% | +9.2 pp | Model Higher |
The closing market estimates Atlético FC's win probability at 50.1%, compared with the model's estimate of 40.9%, a difference of 9.2 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.
Selepas sepenuh masa, lean arah model sepadan dengan keputusan (Atlético FC win 3–0).
Market Assessment
The market and model broadly agree on Atlético FC. 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 Atlético FC higher (50.1% vs model 40.9%, 9.2 pp), but the model's lean was validated (Atlético FC win 3–0).
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Aug 20, 2026 · 18:59 UTC Forecast generated
- Model 1X2 · Atlético FC 41.0% · Draw 29.4% · Cumbayá 29.6%
- xG · Atlético FC 1.42 — Cumbayá 1.18
-
Aug 20, 2026 · 18:29 UTC Opening odds snapshot PRE30
- 1X2 odds · Atlético FC 1.72 · Draw 3.26 · Cumbayá 4.93
- Implied 1X2 · Atlético FC 53.3% · Draw 28.1% · Cumbayá 18.6%
- Bookmaker · Pinnacle
-
Aug 20, 2026 · 18:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · Atlético FC 1.85 · Draw 3.16 · Cumbayá 4.53
- Implied 1X2 · Atlético FC 50.1% · Draw 29.4% · Cumbayá 20.5%
- Bookmaker · Pinnacle
-
Aug 20, 2026 · 19:00 UTC Kickoff
-
FT Full-time result Atlético FC win · 3–0
-
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 Pro Serie B Ecuador — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Independiente Juniors | 22 | 10 | 9 | 3 | 39 |
| 2 | Atlético FC | 22 | 9 | 11 | 2 | 38 |
| 3 | 9 de Octubre | 22 | 9 | 10 | 3 | 37 |
| 4 | Deportivo Cuenca Juniors | 22 | 9 | 7 | 6 | 34 |
| 5 | Cuniburo | 22 | 8 | 7 | 7 | 31 |
| 6 | San Antonio | 22 | 7 | 10 | 5 | 31 |
| 7 | Gualaceo SC | 22 | 7 | 8 | 7 | 29 |
| 8 | Santo Domingo | 22 | 6 | 10 | 6 | 28 |
| 9 | LDU Portoviejo | 22 | 7 | 6 | 9 | 27 |
| 10 | Cumbayá | 22 | 5 | 11 | 6 | 26 |
| 11 | 22 de Julio | 22 | 4 | 3 | 15 | 15 |
| 12 | El Nacional | 22 | 2 | 6 | 14 | 12 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Independiente Juniors | 22 | 28 | 16 | +12 | 39 |
| 2 | Atlético FC | 22 | 25 | 14 | +11 | 38 |
| 3 | Cuniburo | 22 | 25 | 17 | +8 | 31 |
| 4 | San Antonio | 22 | 24 | 21 | +3 | 31 |
| 5 | 9 de Octubre | 22 | 22 | 14 | +8 | 37 |
| 6 | Cumbayá | 22 | 22 | 22 | 0 | 26 |
| 7 | Deportivo Cuenca Juniors | 22 | 20 | 23 | -3 | 34 |
| 8 | Gualaceo SC | 22 | 19 | 16 | +3 | 29 |
| 9 | Santo Domingo | 22 | 17 | 16 | +1 | 28 |
| 10 | LDU Portoviejo | 22 | 17 | 22 | -5 | 27 |
| 11 | El Nacional | 22 | 15 | 32 | -17 | 12 |
| 12 | 22 de Julio | 22 | 10 | 31 | -21 | 15 |