AI correctly predicted the 桑德兰 win.
The match finished 2–1, validating the model's directional assessment.
追踪市场 vs 全场赛果
每行对比赛前模型倾向与全场赛果。
- 市场 预测 赛果 结果
- 大小球 2.5 小 2.5 大 2.5 (3 球) ✖ 错误
- 双方进球 BTTS 是 是 ✔ 正确
- 1X2 桑德兰 桑德兰 ✔ 正确
- 比分洞察（波胆） 1-1, 0-1, 1-0, 1-2, 2-1 2-1 ✔ 正确
模型 vs 收盘市场
| 赛果 | 模型 | 收盘市场 | 差异 | 信号 |
|---|---|---|---|---|
| 桑德兰 | 35.3% | 41.7% | -6.4 pp | Market Higher |
| Draw | 29.4% | 27.3% | +2.1 pp | Aligned |
| 雷恩 | 35.3% | 31.1% | +4.2 pp | Aligned |
The closing market estimates 桑德兰's win probability at 41.7%, compared with the model's estimate of 35.3%, a difference of 6.4 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.
全场结束后，模型方向判断与赛果一致（桑德兰 win 2–1）。
Market Assessment
The market and model broadly agree on 桑德兰. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.
- Monitor line movement before kickoff — not a betting recommendation.
赛后洞察
有效之处
- Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
- Both Teams To Score (Yes) matched the full-time result
- Exact score 2–1 fell within the model's highlighted bins
失误之处
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
市场启示
Large model–market gaps do not automatically mean the market is right. Here the closing market priced 桑德兰 higher (41.7% vs model 35.3%, 6.4 pp), but the model's lean was validated (桑德兰 win 2–1).
预测时间线
从预测生成到全场复盘的过程。
-
Aug 15, 2026 · 14:20 UTC Forecast generated
- Model 1X2 · 桑德兰 35.3% · Draw 29.4% · 雷恩 35.3%
- xG · 桑德兰 1.30 — 雷恩 1.30
-
Aug 15, 2026 · 13:55 UTC Opening odds snapshot PRE30
- 1X2 odds · 桑德兰 2.20 · Draw 3.36 · 雷恩 2.95
- Implied 1X2 · 桑德兰 41.7% · Draw 27.3% · 雷恩 31.1%
- Bookmaker · Pinnacle
-
Aug 15, 2026 · 14:20 UTC Closing snapshot recorded PRE1
- 1X2 odds · 桑德兰 2.20 · Draw 3.36 · 雷恩 2.95
- Implied 1X2 · 桑德兰 41.7% · Draw 27.3% · 雷恩 31.1%
- Bookmaker · Pinnacle
-
Aug 15, 2026 · 14:00 UTC Kickoff
-
FT Full-time result 桑德兰 win · 2–1
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
历史快照
开球时冻结 — 反映比赛开始前模型的原始输出。
赛前指标（历史参考）
- Validation: Pass
- No strong statistical edge
- Direction agrees with model lean
- Validation passed
验证报告
Immutable Snapshot模型绩效
本场预测计入：
- Primary Bets ROI (180d): -100.0%
复盘 FAQ
- 这次预测有多准确？
- 本页将方向性市场（1X2、大小 2.5、双方进球）与全场赛果对照评分。预测评级反映有多少追踪市场与实际结果一致。
- xG 吻合度衡量什么？
- xG 吻合度比较模型赛前预期进球画像与实际比分 — 不等于每个市场都命中。方向复盘表现好可以与中等 xG 吻合度并存。
- 为什么没有预测到精确比分？
- 即使模型正确读取比赛画像，精确比分仍是低概率尾部结果。我们展示 Top 比分区间供参考；未中精确比分并不否定方向复盘。
- 这会更新 AI 战绩吗？
- 每场完赛比赛都会记入验证流水线。汇总命中率与 CLV 研究单独发布 — 本页是逐场审计记录。
预测仅供参考，请理性投注、量力而行。历史表现不代表未来结果。
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