The model missed the final outcome (雷丁 win 0–1).
The model had projected 克勞利鎮 at 39.9%, but the full-time result went the other way.
追蹤市場與全場比賽結果
每行比較賽前模型傾向與全場比賽結果。
- 市場 預測 結果 結果
- 大小球2.5 小於2.5球 小於2.5球 (1 進球) ✔ 正確
- 雙方進球 雙方進球 (BTTS) 是 否 ✖ 錯誤
- 1X2 克勞利鎮 雷丁 ✖ 錯誤
- 波膽洞察 1-1, 1-0, 0-1, 2-1, 1-2 0-1 ✔ 正確
模型與收盤市場
| 結果 | 模型 | 收盤市場 | 差異 | 信號 |
|---|---|---|---|---|
| 克勞利鎮 | 39.9% | 30.7% | +9.2 pp | Model Higher |
| Draw | 29.5% | 24.7% | +4.8 pp | Aligned |
| 雷丁 | 30.6% | 44.6% | -14.0 pp | Market Higher |
The closing market estimates 雷丁's win probability at 44.6%, compared with the model's estimate of 30.6%, a difference of 14.0 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.
全場比賽結束後,結果為 雷丁 win 0–1。
Market Assessment
The market is materially more optimistic about 雷丁 than the current fair estimate.
- Investors may be incorporating information not fully reflected in the baseline model.
- Tournament-specific context can shift market pricing.
赛后洞察
有效之处
- Under 2.5 goals aligned with the xG profile
- Exact score 0–1 fell within the model's highlighted bins
失误之处
- Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
- 1X2: model leaned 克勞利鎮; match finished 雷丁
市场启示
The closing market differed from the model on 克勞利鎮 by 14.0 percentage points (53.9% vs model 39.9%) — in this case the market view proved closer.
預測時間線
此預測如何從預測轉變為全場回顧。
-
Jul 31, 2026 · 18:30 UTC Forecast generated
- Model 1X2 · 克勞利鎮 40.0% · Draw 29.5% · 雷丁 30.6%
- xG · 克勞利鎮 1.40 — 雷丁 1.20
-
Jul 31, 2026 · 18:05 UTC Opening odds snapshot PRE30
- 1X2 odds · 克勞利鎮 2.89 · Draw 3.60 · 雷丁 1.99
- Implied 1X2 · 克勞利鎮 30.7% · Draw 24.7% · 雷丁 44.6%
- Bookmaker · Pinnacle
-
Jul 31, 2026 · 18:30 UTC Closing snapshot recorded PRE1
- 1X2 odds · 克勞利鎮 2.89 · Draw 3.60 · 雷丁 1.99
- Implied 1X2 · 克勞利鎮 30.7% · Draw 24.7% · 雷丁 44.6%
- Bookmaker · Pinnacle
-
Jul 31, 2026 · 18:30 UTC Kickoff
-
FT Full-time result 雷丁 win · 0–1
-
FT Prediction missed 1X2 lean did not match full-time result
-
Archived Prediction review
歷史快照
開賽時凍結 — 模型在比賽開始前的輸出。
賽前指標(歷史背景)
- Validation: Warning
- Large market gap (14 pp)
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
验证报告
Immutable Snapshot模型绩效
本场预测计入:
- Primary Bets ROI (180d): -100.0%
回顧常見問題
- 預測的準確性如何?
- 本頁面評估方向性市場(1X2、大小球 2.5、雙方進球)與全場比賽結果的對應情況。預測評級反映了這些追蹤市場中有多少與實際結果相符。
- xG 準確性測量什麼?
- xG 準確性比較模型賽前的預期進球數與實際比分 — 而非每個市場是否命中。即使方向性回顧表現強勁,xG 準確性得分也可能中等。
- 為什麼未能預測精確比分?
- 即使模型對比賽輪廓的解讀良好,精確比分的結果仍屬於低概率事件。我們會突出顯示主要的比分範圍作為參考;未命中精確賠率線並不會否定方向性回顧。
- 這是否改善了 AI 的記錄?
- 每場完成的比賽都會記錄在我們的驗證流程中。彙總的命中率和 CLV 研究會另行發布 — 本頁面為逐場比賽的審核記錄。
預測僅供參考。請負責任地投注並量力而行。過去的表現不保證未來的結果。