AI correctly predicted the 凯泽斯劳滕 win.
The match finished 0–1, 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 小 2.5 (1 球) ✔ 正确
- 双方进球 BTTS 是 否 ✖ 错误
- 1X2 凯泽斯劳滕 凯泽斯劳滕 ✔ 正确
- 比分洞察（波胆） 1-1, 0-1, 1-0, 1-2, 2-1 0-1 ✔ 正确
模型 vs 收盘市场
| 赛果 | 模型 | 收盘市场 | 差异 | 信号 |
|---|---|---|---|---|
| 瓦尔多夫曼海姆 | 33.3% | 31.0% | +2.3 pp | Aligned |
| Draw | 29.6% | 24.5% | +5.1 pp | Model Higher |
| 凯泽斯劳滕 | 37.1% | 44.5% | -7.4 pp | Market Higher |
The closing market estimates 凯泽斯劳滕's win probability at 44.5%, compared with the model's estimate of 37.1%, a difference of 7.4 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: PRE5.
全场结束后，模型方向判断与赛果一致（凯泽斯劳滕 win 0–1）。
Market Assessment
The market and model broadly agree on 凯泽斯劳滕. 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
- 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
市场启示
Large model–market gaps do not automatically mean the market is right. Here the closing market priced 凯泽斯劳滕 higher (44.5% vs model 37.1%, 7.4 pp), but the model's lean was validated (凯泽斯劳滕 win 0–1).
预测时间线
从预测生成到全场复盘的过程。
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Aug 21, 2026 · 15:56 UTC Forecast generated
- Model 1X2 · 瓦尔多夫曼海姆 33.4% · Draw 29.6% · 凯泽斯劳滕 37.0%
- xG · 瓦尔多夫曼海姆 1.26 — 凯泽斯劳滕 1.34
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Aug 21, 2026 · 15:31 UTC Opening odds snapshot PRE30
- 1X2 odds · 瓦尔多夫曼海姆 3.07 · Draw 3.88 · 凯泽斯劳滕 2.14
- Implied 1X2 · 瓦尔多夫曼海姆 31.0% · Draw 24.5% · 凯泽斯劳滕 44.5%
- Bookmaker · Pinnacle
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Aug 21, 2026 · 15:55 UTC Closing snapshot recorded PRE5
- 1X2 odds · 瓦尔多夫曼海姆 3.07 · Draw 3.88 · 凯泽斯劳滕 2.14
- Implied 1X2 · 瓦尔多夫曼海姆 31.0% · Draw 24.5% · 凯泽斯劳滕 44.5%
- Bookmaker · Pinnacle
-
Aug 21, 2026 · 16:00 UTC Kickoff
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FT Full-time result 凯泽斯劳滕 win · 0–1
-
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。
