The model missed the final outcome (VVV Venlo win 2–1).
The model had projected De Graafschap at 53.3%, 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 Over 2.5 Over 2.5 (3 matlamat) ✔ Betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Ya ✔ Betul
- 1X2 De Graafschap VVV Venlo ✖ tak betul
- Cerapan skor tepat 1-2, 1-1, 1-3, 2-2, 0-2 2-1 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| VVV Venlo | 24.3% | 33.7% | -9.4 pp | Market Higher |
| Draw | 22.4% | 24.2% | -1.8 pp | Aligned |
| De Graafschap | 53.3% | 42.1% | +11.2 pp | Model Edge |
The statistical model estimates De Graafschap's win probability at 53.3%, compared with the closing market's implied probability of 42.1%, a difference of 11.2 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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, hasilnya ialah VVV Venlo win 2–1.
Market Assessment
The statistical fair estimate is materially higher than the market on De Graafschap.
- The model may see a slower-scoring or closer matchup than the market.
- Monitor line movement before kickoff — not a betting recommendation.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 3.75) — 3 goals materialised
- Both Teams To Score (Yes) matched the full-time result
- Over 2.5 goals aligned with the xG profile
What failed
- 1X2: model leaned De Graafschap; match finished VVV Venlo
- Exact score: outside the model's top score bins
Market lesson
The closing market differed from the model on De Graafschap by 11.2 percentage points (42.1% vs model 53.3%) — in this case the market view proved closer.
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Aug 23, 2026 · 19:27 UTC Forecast generated
- Model 1X2 · VVV Venlo 24.3% · Draw 22.4% · De Graafschap 53.2%
- xG · VVV Venlo 1.44 — De Graafschap 2.31
-
Aug 23, 2026 · 14:14 UTC Opening odds snapshot PRE30
- 1X2 odds · VVV Venlo 2.82 · Draw 3.93 · De Graafschap 2.26
- Implied 1X2 · VVV Venlo 33.7% · Draw 24.2% · De Graafschap 42.1%
- Bookmaker · Pinnacle
-
Aug 23, 2026 · 14:44 UTC Closing snapshot recorded PRE1
- 1X2 odds · VVV Venlo 2.82 · Draw 3.93 · De Graafschap 2.26
- Implied 1X2 · VVV Venlo 33.7% · Draw 24.2% · De Graafschap 42.1%
- Bookmaker · Pinnacle
-
Aug 23, 2026 · 14:45 UTC Kickoff
-
FT Full-time result VVV Venlo win · 2–1
-
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: Warning
- Large market gap (11 pp)
- High xG deviation from league baseline (71%+)
- Statistical edge detected
- 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%
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
Eerste Divisie — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Heracles | 8 | 7 | 0 | 1 | 21 |
| 2 | Almere City FC | 8 | 5 | 1 | 2 | 16 |
| 3 | MVV Maastricht | 8 | 5 | 1 | 2 | 16 |
| 4 | VVV Venlo | 8 | 5 | 0 | 3 | 15 |
| 5 | Roda | 8 | 4 | 3 | 1 | 15 |
| 6 | Emmen | 8 | 5 | 0 | 3 | 15 |
| 7 | Waalwijk | 8 | 3 | 4 | 1 | 13 |
| 8 | Vitesse | 8 | 4 | 1 | 3 | 13 |
| 9 | NAC Breda | 8 | 4 | 1 | 3 | 13 |
| 10 | Jong AZ | 9 | 4 | 1 | 4 | 13 |
| 11 | FC Volendam | 8 | 4 | 0 | 4 | 12 |
| 12 | Jong PSV | 9 | 3 | 3 | 3 | 12 |
| 13 | FC Eindhoven | 8 | 3 | 1 | 4 | 10 |
| 14 | Helmond Sport | 8 | 2 | 2 | 4 | 8 |
| 15 | Jong Ajax | 9 | 2 | 2 | 5 | 8 |
| 16 | Den Bosch | 7 | 2 | 1 | 4 | 7 |
| 17 | Dordrecht | 8 | 2 | 1 | 5 | 7 |
| 18 | Jong Utrecht | 9 | 2 | 1 | 6 | 7 |
| 19 | FC OSS | 8 | 2 | 0 | 6 | 6 |
| 20 | De Graafschap | 7 | 1 | 1 | 5 | 4 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Heracles | 8 | 26 | 10 | +16 | 21 |
| 2 | Jong AZ | 9 | 22 | 17 | +5 | 13 |
| 3 | VVV Venlo | 8 | 21 | 14 | +7 | 15 |
| 4 | FC Volendam | 8 | 20 | 16 | +4 | 12 |
| 5 | Almere City FC | 8 | 18 | 7 | +11 | 16 |
| 6 | Waalwijk | 8 | 18 | 11 | +7 | 13 |
| 7 | Emmen | 8 | 18 | 17 | +1 | 15 |
| 8 | NAC Breda | 8 | 17 | 17 | 0 | 13 |
| 9 | Jong Utrecht | 9 | 15 | 21 | -6 | 7 |
| 10 | Jong PSV | 9 | 14 | 16 | -2 | 12 |
| 11 | Vitesse | 8 | 13 | 11 | +2 | 13 |
| 12 | Helmond Sport | 8 | 13 | 14 | -1 | 8 |
| 13 | FC Eindhoven | 8 | 13 | 17 | -4 | 10 |
| 14 | Jong Ajax | 9 | 13 | 22 | -9 | 8 |
| 15 | MVV Maastricht | 8 | 12 | 15 | -3 | 16 |
| 16 | Den Bosch | 7 | 12 | 16 | -4 | 7 |
| 17 | Dordrecht | 8 | 12 | 23 | -11 | 7 |
| 18 | Roda | 8 | 9 | 5 | +4 | 15 |
| 19 | FC OSS | 8 | 8 | 13 | -5 | 6 |
| 20 | De Graafschap | 7 | 8 | 20 | -12 | 4 |
| # | PASUKAN | P | xG | xGC | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | FC Volendam | 8 | 9.6 | 5.1 | +4.5 | 12 |
| 2 | Heracles | 8 | 10.1 | 6.0 | +4.1 | 21 |
| 3 | Emmen | 8 | 9.2 | 6.2 | +3.0 | 15 |
| 4 | NAC Breda | 8 | 9.8 | 6.9 | +2.9 | 13 |
| 5 | MVV Maastricht | 8 | 6.7 | 3.8 | +2.9 | 16 |
| 6 | Jong PSV | 9 | 8.5 | 5.7 | +2.8 | 12 |
| 7 | Den Bosch | 7 | 9.6 | 7.0 | +2.6 | 7 |
| 8 | Vitesse | 8 | 8.0 | 6.8 | +1.2 | 13 |
| 9 | Jong AZ | 9 | 6.9 | 5.7 | +1.2 | 13 |
| 10 | Almere City FC | 8 | 7.2 | 6.1 | +1.1 | 16 |
| 11 | Roda | 8 | 8.1 | 7.2 | +0.9 | 15 |
| 12 | Waalwijk | 8 | 4.8 | 4.6 | +0.2 | 13 |
| 13 | FC OSS | 8 | 5.3 | 7.3 | -2.0 | 6 |
| 14 | De Graafschap | 7 | 5.4 | 7.6 | -2.2 | 4 |
| 15 | Jong Ajax | 9 | 8.4 | 10.8 | -2.4 | 8 |
| 16 | VVV Venlo | 8 | 5.7 | 8.9 | -3.2 | 15 |
| 17 | Helmond Sport | 8 | 2.6 | 6.2 | -3.6 | 8 |
| 18 | Jong Utrecht | 9 | 5.4 | 9.6 | -4.2 | 7 |
| 19 | FC Eindhoven | 8 | 3.9 | 8.2 | -4.3 | 10 |
| 20 | Dordrecht | 8 | 5.0 | 10.7 | -5.7 | 7 |