AI correctly predicted the Atlanta United win.
The match finished 2–1, 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 Over 2.5 (3 sasaran) ✔ Benar
- Kedua Tim Mencetak Skor BTTS Ya Ya ✔ Benar
- 1X2 Atlanta United Atlanta United ✔ Benar
- Wawasan skor akurat 1-1, 2-1, 1-0, 2-0, 1-2 2-1 ✔ Benar
Model vs Pasar Penutupan
| Hasil | Model | Menutup Pasar | Perbedaan | Sinyal |
|---|---|---|---|---|
| Atlanta United | 47.2% | 56.4% | -9.2 pp | Market Higher |
| Draw | 26.6% | 22.7% | +3.9 pp | Aligned |
| Sporting Kansas City | 26.2% | 20.9% | +5.3 pp | Model Higher |
The closing market estimates Atlanta United's win probability at 56.4%, compared with the model's estimate of 47.2%, 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.
Setelah waktu penuh, kemiringan terarah model cocok dengan hasilnya (Atlanta United win 2–1).
Market Assessment
The market and model broadly agree on Atlanta United. 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 2.96) — 3 goals materialised
- Atlanta United attacking xG significantly stronger (1.72 vs 1.24)
- Both Teams To Score (Yes) matched the full-time result
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Atlanta United higher (56.4% vs model 47.2%, 9.2 pp), but the model's lean was validated (Atlanta United win 2–1).
Garis Waktu Prediksi
Bagaimana prediksi ini berpindah dari perkiraan ke tinjauan penuh waktu.
-
Aug 23, 2026 · 22:59 UTC Forecast generated
- Model 1X2 · Atlanta United 47.2% · Draw 26.6% · Sporting Kansas City 26.2%
- xG · Atlanta United 1.72 — Sporting Kansas City 1.24
-
Aug 23, 2026 · 22:29 UTC Opening odds snapshot PRE30
- 1X2 odds · Atlanta United 1.71 · Draw 4.25 · Sporting Kansas City 4.61
- Implied 1X2 · Atlanta United 56.4% · Draw 22.7% · Sporting Kansas City 20.9%
- Bookmaker · Pinnacle
-
Aug 23, 2026 · 22:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · Atlanta United 1.71 · Draw 4.25 · Sporting Kansas City 4.61
- Implied 1X2 · Atlanta United 56.4% · Draw 22.7% · Sporting Kansas City 20.9%
- Bookmaker · Pinnacle
-
Aug 23, 2026 · 23:00 UTC Kickoff
-
FT Full-time result Atlanta United win · 2–1
-
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: 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%
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
Major League Soccer — Klasemen
| # | TIM | Main | M | S | K | Poin |
|---|---|---|---|---|---|---|
| 1 | Vancouver Whitecaps | 26 | 15 | 5 | 6 | 50 |
| 2 | FC Dallas | 27 | 13 | 8 | 6 | 47 |
| 3 | San Jose Earthquakes | 27 | 13 | 6 | 8 | 45 |
| 4 | Houston Dynamo | 27 | 13 | 5 | 9 | 44 |
| 5 | St. Louis City | 26 | 12 | 8 | 6 | 44 |
| 6 | Los Angeles FC | 28 | 11 | 8 | 9 | 41 |
| 7 | Colorado Rapids | 27 | 11 | 3 | 13 | 36 |
| 8 | Los Angeles Galaxy | 28 | 9 | 9 | 10 | 36 |
| 9 | Seattle Sounders | 26 | 9 | 8 | 9 | 35 |
| 10 | Portland Timbers | 27 | 9 | 5 | 13 | 32 |
| 11 | Real Salt Lake | 27 | 9 | 5 | 13 | 32 |
| 12 | San Diego | 27 | 8 | 8 | 11 | 32 |
| 13 | Austin FC | 27 | 7 | 10 | 10 | 31 |
| 14 | Minnesota United | 27 | 7 | 8 | 12 | 29 |
| 15 | Sporting Kansas City | 26 | 6 | 3 | 17 | 21 |
| # | TIM | Main | Gol | Kebob | +/- | Poin |
|---|---|---|---|---|---|---|
| 1 | Vancouver Whitecaps | 26 | 59 | 26 | +33 | 50 |
| 2 | FC Dallas | 27 | 50 | 42 | +8 | 47 |
| 3 | San Jose Earthquakes | 27 | 49 | 39 | +10 | 45 |
| 4 | Portland Timbers | 27 | 48 | 51 | -3 | 32 |
| 5 | San Diego | 27 | 47 | 47 | 0 | 32 |
| 6 | St. Louis City | 26 | 45 | 36 | +9 | 44 |
| 7 | Los Angeles FC | 28 | 43 | 30 | +13 | 41 |
| 8 | Real Salt Lake | 27 | 40 | 44 | -4 | 32 |
| 9 | Minnesota United | 27 | 40 | 49 | -9 | 29 |
| 10 | Colorado Rapids | 27 | 38 | 38 | 0 | 36 |
| 11 | Los Angeles Galaxy | 28 | 37 | 44 | -7 | 36 |
| 12 | Austin FC | 27 | 35 | 47 | -12 | 31 |
| 13 | Houston Dynamo | 27 | 34 | 32 | +2 | 44 |
| 14 | Seattle Sounders | 26 | 33 | 34 | -1 | 35 |
| 15 | Sporting Kansas City | 26 | 31 | 63 | -32 | 21 |
| # | TIM | Main | xG | xGC | +/- | Poin |
|---|---|---|---|---|---|---|
| 1 | Vancouver Whitecaps | 26 | 15.4 | 7.0 | +8.4 | 50 |
| 2 | St. Louis City | 26 | 16.2 | 8.0 | +8.2 | 44 |
| 3 | Colorado Rapids | 27 | 12.7 | 7.5 | +5.2 | 36 |
| 4 | Portland Timbers | 27 | 19.0 | 14.2 | +4.8 | 32 |
| 5 | Minnesota United | 27 | 17.8 | 13.3 | +4.5 | 29 |
| 6 | San Diego | 27 | 14.7 | 12.0 | +2.7 | 32 |
| 7 | San Jose Earthquakes | 27 | 13.6 | 13.1 | +0.5 | 45 |
| 8 | Houston Dynamo | 27 | 11.6 | 11.1 | +0.5 | 44 |
| 9 | Los Angeles FC | 28 | 14.5 | 15.8 | -1.3 | 41 |
| 10 | FC Dallas | 27 | 10.4 | 11.7 | -1.3 | 47 |
| 11 | Austin FC | 27 | 9.5 | 13.7 | -4.2 | 31 |
| 12 | Seattle Sounders | 26 | 10.6 | 15.4 | -4.8 | 35 |
| 13 | Real Salt Lake | 27 | 14.2 | 19.2 | -5.0 | 32 |
| 14 | Sporting Kansas City | 26 | 9.8 | 18.2 | -8.4 | 21 |
| 15 | Los Angeles Galaxy | 28 | 11.2 | 21.1 | -9.9 | 36 |