AI correctly predicted the AIK Stockholm win.
The match finished 2–0, 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 Over 2.5 Under 2.5 (2 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Tidak ✖ tak betul
- 1X2 AIK Stockholm AIK Stockholm ✔ Betul
- Cerapan skor tepat 2-1, 2-2, 1-1, 3-1, 1-2 2-0 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| AIK Stockholm | 48.2% | 36.3% | +11.9 pp | Model Edge |
| Draw | 23.1% | 26.1% | -3.0 pp | Aligned |
| GAIS | 28.7% | 37.6% | -8.9 pp | Market Higher |
The statistical model estimates AIK Stockholm's win probability at 48.2%, compared with the closing market's implied probability of 36.3%, a difference of 11.9 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, lean arah model sepadan dengan keputusan (AIK Stockholm win 2–0).
Market Assessment
The statistical fair estimate is materially higher than the market on AIK Stockholm.
- 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
- AIK Stockholm attacking xG significantly stronger (2.43 vs 1.68)
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 (2 goals)
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced AIK Stockholm more conservatively (36.3% vs model 48.2%, 11.9 pp), but the model's lean was validated (AIK Stockholm win 2–0).
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Jul 18, 2026 · 20:10 UTC Forecast generated
- Model 1X2 · AIK Stockholm 48.3% · Draw 23.0% · GAIS 28.7%
- xG · AIK Stockholm 2.43 — GAIS 1.68
-
Jul 18, 2026 · 12:29 UTC Opening odds snapshot PRE30
- 1X2 odds · AIK Stockholm 2.64 · Draw 3.68 · GAIS 2.55
- Implied 1X2 · AIK Stockholm 36.3% · Draw 26.1% · GAIS 37.6%
- Bookmaker · Pinnacle
-
Jul 18, 2026 · 12:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · AIK Stockholm 2.64 · Draw 3.68 · GAIS 2.55
- Implied 1X2 · AIK Stockholm 36.3% · Draw 26.1% · GAIS 37.6%
- Bookmaker · Pinnacle
-
Jul 18, 2026 · 13:00 UTC Kickoff
-
FT Full-time result AIK Stockholm win · 2–0
-
FT Prediction validated Directional lean matched full-time result
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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 (12 pp)
- High xG deviation from league baseline (80%+)
- Statistical edge detected
- Market has already priced much of the edge
- Validation warning
Validation Report
Immutable SnapshotProbability Calibration
- Expected: 48.3%
- Historical Bucket: 45–50% — Building sample
Model 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.
Terokai Kandungan Ramalan Lain
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Buka analisis mendalam, tip pertaruhan eksklusif, dan ramalan perlawanan dengan perkhidmatan langganan premium kami.
Langgan Sekarang
Allsvenskan — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | IK Sirius | 22 | 16 | 3 | 3 | 51 |
| 2 | Hammarby FF | 22 | 13 | 4 | 5 | 43 |
| 3 | Djurgårdens IF | 22 | 13 | 2 | 7 | 41 |
| 4 | IF Elfsborg | 22 | 10 | 7 | 5 | 37 |
| 5 | BK Hacken | 22 | 9 | 9 | 4 | 36 |
| 6 | Västerås SK | 22 | 10 | 5 | 7 | 35 |
| 7 | Malmö FF | 22 | 10 | 3 | 9 | 33 |
| 8 | AIK Stockholm | 22 | 9 | 6 | 7 | 33 |
| 9 | IFK Göteborg | 22 | 9 | 5 | 8 | 32 |
| 10 | GAIS | 22 | 8 | 6 | 8 | 30 |
| 11 | IF Brommapojkarna | 22 | 7 | 6 | 9 | 27 |
| 12 | Mjällby AIF | 22 | 5 | 7 | 10 | 22 |
| 13 | Kalmar FF | 22 | 5 | 4 | 13 | 19 |
| 14 | Degerfors IF | 22 | 5 | 4 | 13 | 19 |
| 15 | Örgryte IS | 22 | 3 | 6 | 13 | 15 |
| 16 | Halmstad | 22 | 3 | 5 | 14 | 14 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | IK Sirius | 22 | 52 | 28 | +24 | 51 |
| 2 | Hammarby FF | 22 | 49 | 20 | +29 | 43 |
| 3 | Djurgårdens IF | 22 | 47 | 21 | +26 | 41 |
| 4 | BK Hacken | 22 | 39 | 30 | +9 | 36 |
| 5 | Malmö FF | 22 | 37 | 33 | +4 | 33 |
| 6 | Västerås SK | 22 | 34 | 35 | -1 | 35 |
| 7 | IF Elfsborg | 22 | 31 | 22 | +9 | 37 |
| 8 | AIK Stockholm | 22 | 31 | 34 | -3 | 33 |
| 9 | IFK Göteborg | 22 | 31 | 41 | -10 | 32 |
| 10 | IF Brommapojkarna | 22 | 30 | 36 | -6 | 27 |
| 11 | GAIS | 22 | 28 | 20 | +8 | 30 |
| 12 | Mjällby AIF | 22 | 27 | 38 | -11 | 22 |
| 13 | Örgryte IS | 22 | 25 | 49 | -24 | 15 |
| 14 | Kalmar FF | 22 | 21 | 36 | -15 | 19 |
| 15 | Degerfors IF | 22 | 19 | 34 | -15 | 19 |
| 16 | Halmstad | 22 | 16 | 40 | -24 | 14 |
| # | PASUKAN | P | xG | xGC | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Kalmar FF | 22 | 1.6 | 0.5 | +1.1 | 19 |
| 2 | IFK Göteborg | 22 | 1.9 | 0.9 | +1.0 | 32 |
| 3 | Malmö FF | 22 | 1.3 | 0.6 | +0.7 | 33 |
| 4 | AIK Stockholm | 22 | 3.8 | 3.2 | +0.6 | 33 |
| 5 | Djurgårdens IF | 22 | 0.5 | 1.6 | -1.1 | 41 |
| 6 | Mjällby AIF | 22 | 2.8 | 5.1 | -2.3 | 22 |
| 7 | IK Sirius | 22 | — | — | — | 51 |
| 8 | Hammarby FF | 22 | — | — | — | 43 |
| 9 | IF Elfsborg | 22 | — | — | — | 37 |
| 10 | BK Hacken | 22 | — | — | — | 36 |
| 11 | Västerås SK | 22 | — | — | — | 35 |
| 12 | GAIS | 22 | — | — | — | 30 |
| 13 | IF Brommapojkarna | 22 | — | — | — | 27 |
| 14 | Degerfors IF | 22 | — | — | — | 19 |
| 15 | Örgryte IS | 22 | — | — | — | 15 |
| 16 | Halmstad | 22 | — | — | — | 14 |