The model missed the final outcome (Draw 0–0).
The model had projected Atlético Madrid II at 36.6%, but the full-time result went the other way.
Thị trường được theo dõi so với kết quả toàn thời gian
Cấp dự đoán
C
Mỗi hàng so sánh mô hình trước trận đấu với kết quả toàn thời gian.
- Chợ Dự đoán Kết quả kết quả
- Tài / Xỉu 2.5 Xỉu 2.5 Xỉu 2.5 (0 mục tiêu) ✔ Chính xác
- Cả Hai Đội Đều Ghi Bàn BTTS Không Không ✔ Chính xác
- 1X2 Atlético Madrid II Vẽ tranh ✖ Không đúng
- Thông tin tỷ số chính xác 1-1, 0-1, 1-0, 1-2, 2-1 0-0 ✖ Không đúng
Mô hình so với thị trường đóng cửa
| kết quả | Người mẫu | Thị trường đóng cửa | Sự khác biệt | Tín hiệu |
|---|---|---|---|---|
| Huesca | 33.8% | 48.7% | -14.9 pp | Market Higher |
| Draw | 29.6% | 26.4% | +3.2 pp | Aligned |
| Atlético Madrid II | 36.6% | 24.9% | +11.7 pp | Model Edge |
The closing market estimates Huesca's win probability at 48.7%, compared with the model's estimate of 33.8%, a difference of 14.9 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.
Hết thời gian, kết quả là Draw 0–0.
Market Assessment
The market is materially more optimistic about Huesca than the current fair estimate.
- Investors may be incorporating information not fully reflected in the baseline model.
- Tournament-specific context can shift market pricing.
Post Match Insights
What worked
- Both Teams To Score (No) matched the full-time result
- Under 2.5 goals aligned with the xG profile
What failed
- 1X2: model leaned Atlético Madrid II; match finished Draw
- Exact score: outside the model's top score bins
Market lesson
The closing market differed from the model on Atlético Madrid II by 14.9 percentage points (51.5% vs model 36.6%) — in this case the market view proved closer.
Nhà cái cao cấp stake: người mới có thể dùng mã khuyến mãi FHn2uDc1. Đăng ký ngay
Dòng thời gian dự đoán
Dự đoán này chuyển từ dự báo sang đánh giá toàn thời gian như thế nào.
-
Sep 19, 2026 · 18:59 UTC Forecast generated
- Model 1X2 · Huesca 33.8% · Draw 29.6% · Atlético Madrid II 36.6%
- xG · Huesca 1.27 — Atlético Madrid II 1.33
-
Sep 19, 2026 · 18:31 UTC Opening odds snapshot PRE30
- 1X2 odds · Huesca 1.88 · Draw 3.47 · Atlético Madrid II 3.68
- Implied 1X2 · Huesca 48.7% · Draw 26.4% · Atlético Madrid II 24.9%
- Bookmaker · Pinnacle
-
Sep 19, 2026 · 18:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · Huesca 1.88 · Draw 3.47 · Atlético Madrid II 3.68
- Implied 1X2 · Huesca 48.7% · Draw 26.4% · Atlético Madrid II 24.9%
- Bookmaker · Pinnacle
-
Sep 19, 2026 · 19:00 UTC Kickoff
-
FT Full-time result Draw · 0–0
-
FT Prediction missed 1X2 lean did not match full-time result
-
Archived Prediction review
Ảnh chụp lịch sử
Bị treo khi bắt đầu — kết quả đầu ra của mô hình như trước khi trận đấu bắt đầu.
Phán quyết lịch sử:
Monitor
Quyết định lịch sử
Monitor
kết quả
Missed
Số liệu trước trận đấu (bối cảnh lịch sử)
Độ tin cậy dự đoán
56/100
· Moderate
- Validation: Warning
- Large market gap (15 pp)
Chứng cớ
★★★★★
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
Pricing proximity (inverse gap)
8/100
Monitoring Confidence
19/100
Validation Report
Immutable Snapshot
Closing Odds
1.88
AI Fair Odds
—
CLV
Pending
Final Result
Draw · Huesca 0–0 Atlético Madrid II
Prediction
✖ Missed
Decision Grade
C
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Xem lại câu hỏi thường gặp
- Dự đoán đó chính xác đến mức nào?
- Trang này xếp loại các thị trường định hướng (1X2, Trên/Dưới 2,5, BTTS) so với kết quả toàn thời gian. Mức dự đoán phản ánh có bao nhiêu thị trường được theo dõi phù hợp với thực tế.
- Độ chính xác xG đo lường điều gì?
- Độ chính xác của xG so sánh hồ sơ bàn thắng dự kiến trước trận đấu của mô hình với tỷ số thực tế — chứ không phải liệu mọi thị trường có thành công hay không. Đánh giá mang tính định hướng mạnh mẽ có thể cùng tồn tại với điểm chính xác xG vừa phải.
- Tại sao tỷ số chính xác không được dự đoán?
- Các kết quả có tỷ số chính xác là các kết quả có xác suất thấp ngay cả khi mô hình đọc tốt hồ sơ trận đấu. Chúng tôi nêu bật các thùng điểm cao nhất cho ngữ cảnh; thiếu dòng chính xác không làm mất hiệu lực của đánh giá định hướng.
- Điều này có cải thiện bản ghi AI không?
- Mỗi trận đấu kết thúc sẽ được ghi vào hệ thống xác thực của chúng tôi. Tỷ lệ trúng tổng hợp và nghiên cứu CLV được xuất bản riêng - trang này là đường dẫn kiểm tra mỗi trận đấu.
Dự đoán chỉ nhằm mục đích thông tin. Luôn đánh bạc có trách nhiệm và trong giới hạn của bạn. Hiệu suất trong quá khứ không đảm bảo kết quả trong tương lai.
Chưa có briefing AI cho trận này. Sau khi nâng cấp máy chủ, chạy lại «Tạo tỷ lệ hàng loạt» để tạo bản tóm tắt.
View technical JSON
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"prediction_confidence": "very_low",
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"api_prediction": {
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},
{
"authority_action": "monitor",
"authority_note": "Validation pending \u2014 monitor the line before acting.",
"consensus_odds": 3.68,
"decision": "small_edge",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": 0.0225,
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"no": {
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"value_side": "no",
"yes": {
"alpha": 0.237,
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"edge": -0.0067,
"ev": -0.0934,
"implied_prob": 0.5733,
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}
},
"ev_available": true,
"ev_no": 0.001,
"ev_no_display": {
"capped": false,
"raw_pct": 0.1,
"text": "+0.1%"
},
"ev_yes": -0.0626,
"ev_yes_display": {
"capped": false,
"raw_pct": -6.3,
"text": "-6.3%"
},
"featured": false,
"id": "btts",
"max_ev": 0.001,
"n_bookmakers": 6,
"no_prob": 45.5,
"sort_key": 5200.8,
"tier": "lean",
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"yes_prob": 54.5
},
{
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"id": "correct_score",
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"tier": "risk",
"top_label": "1-1",
"top_prob": 12.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "5/8",
"alert_breadth_note": "5/8 sportsbooks confirmed",
"alert_move": "\u2193 -22.2%",
"alert_team": "Atl\u00e9tico Madrid II",
"alert_title": "Sharp Money Alert",
"divergence_pp": 14.9,
"has_alert": true,
"hero_edge_pp": -14.95,
"hero_label": "Huesca",
"market_prob_pct": 24.9,
"market_team": "Huesca",
"model_prob_pct": 36.6,
"model_team": "Atl\u00e9tico Madrid II",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 80,
"steam_subtitle": "Strong multi-book steam",
"steam_tier": "A+",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
"read_min": 5,
"title": "When Should You Trust AI Over the Market?",
"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"key": "steam",
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"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
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"direction_key": "conflict",
"gap_pp": 14.9,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.9,
"summary": "Model and market currently agree on the stronger side (Atl\u00e9tico Madrid II)."
},
"authority": {
"action": "monitor",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 14.9,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.9,
"summary": "Model and market currently agree on the stronger side (Atl\u00e9tico Madrid II)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0878,
"best_outlier_ev": 0.3468,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.2,
"decision_strength_v1": 5.5,
"decision_strength_v2": 6.2,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Atl\u00e9tico Madrid II at 36.6%, compared with a no-vig market probability of 24.9%.",
"why": [
{
"text": "Decision Model identifies Atl\u00e9tico Madrid II as the value side (36.6%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.7,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Atl\u00e9tico Madrid II",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market OU_2_5 \u00b7 side Atl\u00e9tico Madrid II \u00b7 decimal odds ~2.60 (derived from model% \u00d7 (1+EV)) \u00b7 EV +35% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1571129 \u00b7 snapshot=live-render \u00b7 odds\u22482.60 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +8.8% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +8.8% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Execution confidence below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +8.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 4.2/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +8.8% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 4.2/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "65 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+8.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Atl\u00e9tico Madrid II).",
"Decision strength: 4.2/10",
"Execution confidence below 65",
"Outlier price +35% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 65,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"thresholds": {
"extreme_gap_pp": 30.0,
"lean_min_consensus_ev": 0.02,
"lean_min_strength": 5.0,
"min_consensus_ev": 0.05,
"min_execution": 65,
"min_reliability": 65,
"min_strength": 7.0,
"source": "db",
"user_id": 2
},
"thresholds_source": "db",
"thresholds_user_id": 2,
"tier": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.0225,
"consensus_ev_display": "+2.2%",
"consensus_odds": 3.68,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2489,
"is_extreme_disagreement": false,
"model_prob": 0.366,
"raw_edge_display": "+11.7 percentage points",
"raw_edge_pp": 11.7,
"raw_implied_prob": 0.2717391304347826,
"raw_signal_ev": 0.3469,
"raw_signal_ev_display": "+34.7%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -1.5,
"reasons": [
"Low xG separation gap=0.06 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.06
}
}
},
"bet_status": "monitor",
"books_breadth_display": "5/8",
"breadth_ratio": 0.625,
"evidence": {
"score": 68,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Direction agrees; pricing still diverges",
"status": "caution"
},
{
"icon": "\u2713",
"key": "steam",
"label": "Sharp steam supports model side (direction only \u2014 not pricing convergence)",
"status": "pass"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (15 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Steam aligns with model",
"tone": "ok"
}
],
"parts": {
"alignment": 17.5,
"data_quality": 12.0,
"market_coverage": 6.2,
"steam_coherence": 10.0,
"validation": 14.0
},
"score": 65,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 14.95,
"market_agreement": "weak",
"max_gap_pp": 14.95,
"model_calibration": {
"away_xg": 1.33,
"calibration_status": "ok",
"deviation_pct": -1.0,
"elevated": false,
"home_xg": 1.27,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.33,
"status_label": "Within typical league range",
"summary": "Home xG 1.27 \u00b7 Away xG 1.33 \u00b7 League avg 1.35 \u00b7 Peak deviation -1%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": -22.2,
"steam_conflicts": false,
"steam_move_display": "\u2193 -22.2%",
"steam_team": "Atl\u00e9tico Madrid II",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 52,
"tier": "moderate",
"tier_label": "Moderate"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 41,
"tier": "low",
"tier_label": "Low"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 36,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 41,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "monitor",
"label": "Monitor - No Primary Bet"
}
},
"verdict": {
"agree_note": "Validation pending \u2014 monitor the line before acting.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 14.9,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.9,
"summary": "Model and market currently agree on the stronger side (Atl\u00e9tico Madrid II)."
},
"authority": {
"action": "monitor",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 14.9,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.9,
"summary": "Model and market currently agree on the stronger side (Atl\u00e9tico Madrid II)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0878,
"best_outlier_ev": 0.3468,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.2,
"decision_strength_v1": 5.5,
"decision_strength_v2": 6.2,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Atl\u00e9tico Madrid II at 36.6%, compared with a no-vig market probability of 24.9%.",
"why": [
{
"text": "Decision Model identifies Atl\u00e9tico Madrid II as the value side (36.6%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.7,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Atl\u00e9tico Madrid II",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market OU_2_5 \u00b7 side Atl\u00e9tico Madrid II \u00b7 decimal odds ~2.60 (derived from model% \u00d7 (1+EV)) \u00b7 EV +35% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1571129 \u00b7 snapshot=live-render \u00b7 odds\u22482.60 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +8.8% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +8.8% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Execution confidence below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +8.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 4.2/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +8.8% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 4.2/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "65 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+8.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Atl\u00e9tico Madrid II).",
"Decision strength: 4.2/10",
"Execution confidence below 65",
"Outlier price +35% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 65,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"thresholds": {
"extreme_gap_pp": 30.0,
"lean_min_consensus_ev": 0.02,
"lean_min_strength": 5.0,
"min_consensus_ev": 0.05,
"min_execution": 65,
"min_reliability": 65,
"min_strength": 7.0,
"source": "db",
"user_id": 2
},
"thresholds_source": "db",
"thresholds_user_id": 2,
"tier": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.0225,
"consensus_ev_display": "+2.2%",
"consensus_odds": 3.68,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2489,
"is_extreme_disagreement": false,
"model_prob": 0.366,
"raw_edge_display": "+11.7 percentage points",
"raw_edge_pp": 11.7,
"raw_implied_prob": 0.2717391304347826,
"raw_signal_ev": 0.3469,
"raw_signal_ev_display": "+34.7%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -1.5,
"reasons": [
"Low xG separation gap=0.06 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.06
}
}
},
"headline": "Monitor - No Primary Bet",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"subline": "Validation pending \u2014 monitor the line before acting.",
"tier": "monitor"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Huesca 1.27 xG vs Atl\u00e9tico Madrid II 1.33 \u2192 Atl\u00e9tico Madrid II 36.6%",
"Market: Huesca ~24.9% implied",
"Market Steam: Atl\u00e9tico Madrid II \u2193 -22.2%"
],
"one_liner": "Model and market both lean Atl\u00e9tico Madrid II with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -14.95,
"fair_prob": 33.77,
"label": "Huesca",
"market_prob": 48.72,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 3.25,
"fair_prob": 29.64,
"label": "Draw",
"market_prob": 26.39,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 11.7,
"fair_prob": 36.59,
"label": "Atl\u00e9tico Madrid II",
"market_prob": 24.89,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -5.57,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 53.77,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 5.57,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 46.23,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -1.96,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 56.46,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 1.96,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 43.54,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": -14.95,
"fair_prob_pct": 33.77,
"hero_side": "home",
"hero_team_name": "Huesca",
"market_prob_pct": 48.72,
"status": "strong_market_ahead",
"steam_team_name": "Atl\u00e9tico Madrid II"
},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "PRE1",
"closing_footnote": "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.",
"comparison_available": true,
"comparison_disabled": false,
"comparison_summary": "The closing market estimates Huesca\u0027s win probability at 48.7%, compared with the model\u0027s estimate of 33.8%, a difference of 14.9 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "strong",
"edge_status": "strong_market_ahead",
"max_gap_pp": 14.95,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "Strong model-market divergence",
"divergence_level": "strong",
"divergence_level_label": "Strong divergence",
"divergence_note": "The fair estimate differs noticeably from current market pricing. This may reflect genuine disagreement or incomplete rating inputs.",
"divergence_tier": "strong",
"edge_label": "Strong disagreement",
"edge_label_key": "strong_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "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.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Atl\u00e9tico Madrid II",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 24.9,
"model_prob_gap_display": "+11.7 percentage points",
"model_prob_gap_pp": 11.7,
"model_prob_pct": 36.6,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+11.7 percentage points",
"gap_pp": 11.7,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Moderate reliability",
"reliability_icon": "\u2713",
"reliability_score": 65,
"reliability_tier": "moderate",
"summary": "Atl\u00e9tico Madrid II \u2014 market direction supports the model lean.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 52,
"tier": "moderate",
"tier_label": "Moderate"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 41,
"tier": "low",
"tier_label": "Low"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 36,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 41,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "monitor",
"label": "Monitor - No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Huesca 1.27 xG vs Atl\u00e9tico Madrid II 1.33 \u2192 Atl\u00e9tico Madrid II 36.6%",
"Market: Huesca ~24.9% implied",
"Market Steam: Atl\u00e9tico Madrid II \u2193 -22.2%"
],
"one_liner": "Model and market both lean Atl\u00e9tico Madrid II with no major conflict.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "Three outcomes remain closely bunched \u2014 treat as a relatively open match.",
"tier": "low",
"tier_label": "Low"
},
"forecast_certainty_label": "Low",
"has_market_probs": true,
"hero_edge_pp": -14.95,
"hero_label": "Huesca",
"hero_side": "home",
"market_activity": "Atl\u00e9tico Madrid II odds shortened \u2193 -22.2%.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {
"bullets": [
"Investors may be incorporating information not fully reflected in the baseline model.",
"Tournament-specific context can shift market pricing."
],
"follow_up": "However, recent buying interest has been on Atl\u00e9tico Madrid II, with odds shortening by 22.2%.",
"gap_tier": "strong",
"lead": "The market is materially more optimistic about Huesca than the current fair estimate.",
"note": "Buying interest on Atl\u00e9tico Madrid II \u2014 odds shortened by 22.2%.",
"paragraphs": [
"The market is materially more optimistic about Huesca than the current fair estimate.",
"However, recent buying interest has been on Atl\u00e9tico Madrid II, with odds shortening by 22.2%.",
"Buying interest on Atl\u00e9tico Madrid II \u2014 odds shortened by 22.2%."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market favors Huesca more strongly than the current fair estimate.",
"At the same time, Atl\u00e9tico Madrid II has attracted buying interest, with odds shortening by 22.2%."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 14.95,
"model_validation": {
"score_label_key": "mi_mv_warning",
"status": "warning"
},
"model_validation_label": "Warning",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Top two 1X2 outcomes within 2.8 percentage points."
],
"lead_gap_pp": 2.8,
"max_prob_pct": 36.6,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "low",
"tier_label": "Low"
},
"outcome_separation_label": "Low",
"overall_assessment": {
"badge_class": "strong",
"largest_gap_label": "Huesca",
"largest_gap_pp": -14.9,
"lead": "The closing market prices Huesca higher than the statistical model.",
"level": "strong",
"max_gap_pp": 14.9,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -14.95,
"edge_pp": -14.95,
"fair_prob_pct": 33.77,
"is_hero": true,
"label": "Huesca",
"market_prob_pct": 48.72,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": 3.25,
"edge_pp": 3.25,
"fair_prob_pct": 29.64,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 26.39,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 11.7,
"edge_pp": 11.7,
"fair_prob_pct": 36.59,
"is_hero": false,
"label": "Atl\u00e9tico Madrid II",
"market_prob_pct": 24.89,
"side": "away",
"signal_key": "model_edge",
"signal_label": "Model Edge"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "Buying interest on Atl\u00e9tico Madrid II \u2014 odds shortened by 22.2%.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Huesca (24.9%).",
"However, Atl\u00e9tico Madrid II has attracted one of the strongest multi-book steam moves of the day (\u2193 -22.2%, 5/8).",
"This creates a conflict: Model \u2192 Atl\u00e9tico Madrid II, Market \u2192 Huesca, Recent sharp money \u2192 Atl\u00e9tico Madrid II.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 53.19,
"closing_odds": 1.88,
"closing_reason": "",
"closing_status": "recorded",
"closing_status_label": "Recorded",
"clv_pending": true,
"clv_pp": 0.0,
"clv_reason": "",
"clv_status": "pending",
"context": "match",
"current_stage": "waiting_for_kickoff",
"current_stage_detail": "",
"current_stage_label": "Waiting for kickoff",
"entry_implied_pct": 53.19,
"entry_odds": 1.88,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Warning",
"model_validation_status": "warning",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Prediction Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 5,
"books_reacting_detail": [
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2193 -26.8%",
"odds_delta_pct": -26.8
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2193 -26.6%",
"odds_delta_pct": -26.6
},
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2193 -26.0%",
"odds_delta_pct": -26.0
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2193 -22.2%",
"odds_delta_pct": -22.2
},
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2193 -20.4%",
"odds_delta_pct": -20.4
}
],
"books_total": 8,
"breadth_display": "5/8",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 3.5,
"is_drift": false,
"move_context": "Largest move today",
"move_display": "\u2193 -22.2%",
"move_pct_abs": 22.2,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 84h 11m",
"narrative_paragraphs": [
"Multi-book steam on Atl\u00e9tico Madrid II (22.2%, 5/8) \u2014 aligned shortening, not a single-book blip.",
"Sharp sportsbooks led a meaningful repricing with broad market follow-through."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": -22.2,
"odds_path": {
"chart_y_labels": [
"4.50",
"4.00",
"3.50"
],
"display": "5.00 \u2192 3.50 \u2192 3.50",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 84h 11m",
"pick_team": "Atl\u00e9tico Madrid II",
"points": [
{
"label_key": "open",
"value": "5.00"
},
{
"label_key": "extreme",
"value": "3.50"
},
{
"label_key": "current",
"value": "3.50"
}
],
"sparkline_points": [
4.5,
3.68,
3.5
],
"sparkline_polyline": "0.0,0.0 28.0,14.8 56.0,18.0",
"sparkline_trend": "down",
"sparkline_trend_label": "One-way drop",
"summary_boxes": [
{
"label_key": "open",
"value": "4.50"
},
{
"label_key": "low",
"value": "3.50"
},
{
"label_key": "high",
"value": "4.50"
},
{
"label_key": "current",
"value": "3.50"
}
]
},
"open_odds": 4.5,
"page_alert_line": "Sharp money alert: Atl\u00e9tico Madrid II \u2193 -22.2% market move detected",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "Atl\u00e9tico Madrid II",
"ref_book": "Bet365",
"seo_title_alert": "Sharp money alert: Atl\u00e9tico Madrid II \u2193 -22.2% market move detected",
"sharp_leader": "Betfair",
"show": true,
"signal_badge_class": "confirm",
"signal_icon": "\ud83d\udcc8",
"signal_impact": {
"current_odds": 3.5,
"is_drift": false,
"label": "Sharp signal",
"move_display": "\u2193 -22.2%",
"open_odds": 4.5,
"summary": "Sharp money supports the same direction as the model lean.",
"team": "Atl\u00e9tico Madrid II",
"tone": "with"
},
"signal_key": "market_steam",
"signal_label": "Steam",
"steam_score": 80,
"steam_subtitle": "Strong multi-book steam",
"steam_tier": "A+",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "5/8",
"current_odds": 3.5,
"move_display": "\u2193 -22.2%",
"open_odds": 4.5,
"pick_team": "Atl\u00e9tico Madrid II",
"steam_score": 80,
"steam_team_name": "Atl\u00e9tico Madrid II",
"steam_tier": "A+"
},
"premium_teaser": {
"current_divergence_pp": 14.9,
"divergence_label": "Current divergence",
"title": "Premium Market Intelligence",
"unlock_items": [
"Historical similar matches",
"Closing odds analysis",
"CLV tracking",
"Sharp money signals",
"Market efficiency rating",
"Historical model vs market results"
],
"unlock_label": "Unlock"
},
"show": true
},
"match": {
"at2.away_team_slug": "atletico-madrid-ii",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Atl\u00e9tico Madrid II",
"away_team_id": 9570,
"away_team_logo": "/static/teams/9570.webp",
"away_team_name": "Atl\u00e9tico Madrid II",
"away_team_public_id": "62L5Yq5gG6my8I",
"away_team_slug": "atletico-madrid-ii",
"country_code": "ES",
"country_display_name": "Spain",
"country_flag": "/static/images/country/es.svg",
"country_id": 145,
"country_name": "Spain",
"fixture_id": 1571129,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Spain",
"home_team_display_name": "Huesca",
"home_team_id": 726,
"home_team_logo": "/static/teams/726.webp",
"home_team_name": "Huesca",
"home_team_public_id": "4bD7OMJfs8nOPg",
"home_team_slug": "huesca",
"ht.home_team_slug": "huesca",
"league_country": "Spain",
"league_country_display": "Spain",
"league_display_name": "Primera Divisi\u00f3n RFEF - Nh\u00f3m 2",
"league_id": 436,
"league_logo": "/static/leagues/436.webp",
"league_name": "Primera Divisi\u00f3n RFEF - Nh\u00f3m 2",
"league_public_id": "504vZPezCkhYyG",
"league_season": 2026,
"match_date": "2026-09-19 19:00:00",
"public_id": "1D5fmEpGGN84zz",
"score_fulltime_away": null,
"score_fulltime_home": null,
"score_penalty_away": null,
"score_penalty_home": null,
"status_long": "Not Started",
"status_short": "NS",
"venue_city": "Huesca",
"venue_name": "Estadio El Alcoraz"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_top_two_close",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"Top two outcomes relatively close in probability (\u22120.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.2473,
"best_odd": 3.68,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.029,
"ev": 0.0225,
"implied_prob": 0.2489,
"joint_probs": {
"away": 0.2489,
"draw": 0.2639,
"home": 0.4872
},
"model_prob": 0.366,
"p_final": 0.2778
},
"draw": {
"alpha": 0.2854,
"best_odd": 3.47,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0093,
"ev": -0.0519,
"implied_prob": 0.2639,
"joint_probs": {
"away": 0.2489,
"draw": 0.2639,
"home": 0.4872
},
"model_prob": 0.2965,
"p_final": 0.2732
},
"ev_available": true,
"home": {
"alpha": 0.4653,
"best_odd": 1.88,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0696,
"ev": -0.215,
"implied_prob": 0.4872,
"joint_probs": {
"away": 0.2489,
"draw": 0.2639,
"home": 0.4872
},
"model_prob": 0.3375,
"p_final": 0.4175
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 3.68,
"edge": 0.0942,
"ev": 0.3468,
"implied_prob": 0.2717,
"model_prob": 0.366
},
"draw": {
"best_odd": 3.47,
"edge": 0.0083,
"ev": 0.0288,
"implied_prob": 0.2882,
"model_prob": 0.2965
},
"ev_available": true,
"home": {
"best_odd": 1.88,
"edge": -0.1944,
"ev": -0.3654,
"implied_prob": 0.5319,
"model_prob": 0.3375
}
},
"btts": {
"alpha_no": 0.2154,
"alpha_yes": 0.237,
"best_no_odd": 2.2,
"best_yes_odd": 1.72,
"btts_ev_mode": "market_first_available",
"edge_no": 0.0196,
"edge_yes": -0.0196,
"ev_available": true,
"ev_no": 0.001,
"ev_no_risk_adj": -0.0695,
"ev_yes": -0.0626,
"ev_yes_risk_adj": -0.0934,
"implied_no": 0.4354,
"implied_yes": 0.5646,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 6,
"no": {
"alpha": 0.2154,
"best_odd": 2.15,
"edge": 0.0061,
"ev": -0.0695,
"implied_prob": 0.4267,
"model_prob": 0.455,
"p_final": 0.4328
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.237,
"best_odd": 1.6,
"edge": -0.0067,
"ev": -0.0934,
"implied_prob": 0.5733,
"model_prob": 0.545,
"p_final": 0.5666
}
},
"n_bookmakers": 6,
"p_final_no": 0.4328,
"p_final_yes": 0.5666,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.2238,
"alpha_under": 0.2034,
"best_over_odd": 1.93,
"best_under_odd": 2.1,
"consensus_over_odd": 1.68,
"consensus_under_odd": 2.02,
"edge_over": -0.0557,
"edge_under": 0.0557,
"ev_available": true,
"ev_over": -0.0697,
"ev_over_risk_adj": -0.1068,
"ev_under": 0.0878,
"ev_under_risk_adj": -0.0565,
"implied_over": 0.5377,
"implied_over_mf": 0.5459,
"implied_under": 0.4623,
"implied_under_mf": 0.4541,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 6,
"over": {
"alpha": 0.2238,
"best_odd": 1.68,
"edge": -0.0143,
"ev": -0.1068,
"implied_prob": 0.5459,
"model_prob": 0.482,
"p_final": 0.5316
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2034,
"best_odd": 2.02,
"edge": 0.013,
"ev": -0.0565,
"implied_prob": 0.4541,
"model_prob": 0.518,
"p_final": 0.4671
}
},
"n_bookmakers": 6,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.5316,
"p_final_under": 0.4671,
"prediction_confidence": "very_low",
"reliability": "medium"
}
},
"match_tier": "value_game",
"min_ev": 0.02,
"total_xg": 2.6,
"variance_flag": false
},
"unified_decision": {
"actionable_ev_threshold": 0.02,
"algorithm": {
"enabled_since": "2026-05-26",
"game_typing_module": true,
"version": "2.5.0"
},
"balanced_alternative": null,
"best_consensus_ev": 0.0878,
"best_outlier_ev": 0.3468,
"best_tracked_ev": 0.0878,
"confidence": 5.5,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50",
"pred_conf_v1_multi_ev_lines"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)",
"Two or more valid +EV lines at threshold (+0.5)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 4.2,
"score_v1_legacy": 5.5,
"score_v2_pre_penalty": 6.2,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 4.2,
"score_pre_penalty": 6.2
},
"decision_type": "VALUE_ALERT",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "A",
"stake_factor": 1.0
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "monitor",
"final_decision": {
"action": "monitor",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 14.9,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.9,
"summary": "Model and market currently agree on the stronger side (Atl\u00e9tico Madrid II)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0878,
"best_outlier_ev": 0.3468,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.2,
"decision_strength_v1": 5.5,
"decision_strength_v2": 6.2,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Atl\u00e9tico Madrid II at 36.6%, compared with a no-vig market probability of 24.9%.",
"why": [
{
"text": "Decision Model identifies Atl\u00e9tico Madrid II as the value side (36.6%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.7,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Atl\u00e9tico Madrid II",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market OU_2_5 \u00b7 side Atl\u00e9tico Madrid II \u00b7 decimal odds ~2.60 (derived from model% \u00d7 (1+EV)) \u00b7 EV +35% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1571129 \u00b7 snapshot=live-render \u00b7 odds\u22482.60 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +8.8% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +8.8% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Execution confidence below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +8.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 4.2/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +8.8% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 4.2/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "65 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+8.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Atl\u00e9tico Madrid II).",
"Decision strength: 4.2/10",
"Execution confidence below 65",
"Outlier price +35% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 65,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"thresholds": {
"extreme_gap_pp": 30.0,
"lean_min_consensus_ev": 0.02,
"lean_min_strength": 5.0,
"min_consensus_ev": 0.05,
"min_execution": 65,
"min_reliability": 65,
"min_strength": 7.0,
"source": "db",
"user_id": 2
},
"thresholds_source": "db",
"thresholds_user_id": 2,
"tier": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.0225,
"consensus_ev_display": "+2.2%",
"consensus_odds": 3.68,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2489,
"is_extreme_disagreement": false,
"model_prob": 0.366,
"raw_edge_display": "+11.7 percentage points",
"raw_edge_pp": 11.7,
"raw_implied_prob": 0.2717391304347826,
"raw_signal_ev": 0.3469,
"raw_signal_ev_display": "+34.7%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -1.5,
"reasons": [
"Low xG separation gap=0.06 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.06
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.2965,
"max_1x2_prob": 0.366,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.06
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 3.68,
"decision": "small_edge",
"edge": 0.029,
"ev": 0.0225,
"implied_prob": 0.2489,
"max_ev_side": "away",
"model_prob": 0.366,
"side": "away",
"side_label": "Atl\u00e9tico Madrid II"
},
"btts": {
"decision": "small_edge",
"decision_layer": {
"alpha": 0.2154,
"available": true,
"consensus_odds": 2.15,
"edge": 0.0061,
"market_prob": 0.4267,
"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 6,
"no": {
"alpha": 0.2154,
"best_odd": 2.15,
"edge": 0.0061,
"ev": -0.0695,
"implied_prob": 0.4267,
"model_prob": 0.455,
"p_final": 0.4328
},
"p_final": 0.4328,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0695,
"value_side": "no",
"yes": {
"alpha": 0.237,
"best_odd": 1.6,
"edge": -0.0067,
"ev": -0.0934,
"implied_prob": 0.5733,
"model_prob": 0.545,
"p_final": 0.5666
}
},
"edge": 0.0196,
"ev": 0.001,
"implied_prob": 0.4354,
"model_prob": 0.455,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2034,
"available": true,
"consensus_odds": 2.02,
"edge": 0.013,
"market_prob": 0.4541,
"mode": "market_first_ou",
"model_prob": 0.518,
"n_bookmakers": 6,
"over": {
"alpha": 0.2238,
"best_odd": 1.68,
"edge": -0.0143,
"ev": -0.1068,
"implied_prob": 0.5459,
"model_prob": 0.482,
"p_final": 0.5316
},
"p_final": 0.4671,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0565,
"under": {
"alpha": 0.2034,
"best_odd": 2.02,
"edge": 0.013,
"ev": -0.0565,
"implied_prob": 0.4541,
"model_prob": 0.518,
"p_final": 0.4671
},
"value_side": "under"
},
"edge": 0.0557,
"ev": 0.0878,
"implied_prob": 0.4623,
"model_prob": 0.518,
"side": "under",
"value_side": "under"
}
},
"match_id": 1571129,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0878,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.366,
"draw": 0.2965,
"home": 0.3375
},
"reason_codes": [
"model_summary"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Atl\u00e9tico Madrid II",
"home": "Huesca"
},
"top_pick": {
"composite_score": 0.031836,
"decision": "value_bet",
"ev": 0.0878,
"implied_prob": 0.4623,
"market": "ou_2_5",
"model_prob": 0.518,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "under",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 2,
"value_context_1x2": {
"consensus_ev": 0.0225,
"consensus_ev_display": "+2.2%",
"consensus_odds": 3.68,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2489,
"is_extreme_disagreement": false,
"model_prob": 0.366,
"raw_edge_display": "+11.7 percentage points",
"raw_edge_pp": 11.7,
"raw_implied_prob": 0.2717391304347826,
"raw_signal_ev": 0.3469,
"raw_signal_ev_display": "+34.7%"
}
}
},
"fixture_id": 1571129,
"generated_at_utc": "2026-09-19T18:59:48.724241+00:00",
"lang_id": "en"
}
Khám phá thêm nội dung dự đoán
Nhận dự đoán cao cấp cho Huesca & Atlético Madrid II!
Mở khóa phân tích chuyên sâu, mẹo cá cược độc quyền và dự đoán trận đấu với dịch vụ đăng ký cao cấp của chúng tôi.
Đăng ký ngay
Primera División RFEF - Nhóm 2 — Bảng xếp hạng
| # | Đội | Tr | T | H | B | Đ |
|---|---|---|---|---|---|---|
| 1 | Villarreal II | 5 | 4 | 1 | 0 | 13 |
| 2 | Zaragoza | 5 | 4 | 0 | 1 | 12 |
| 3 | Real Jaén | 5 | 3 | 1 | 1 | 10 |
| 4 | Alcorcón | 5 | 2 | 3 | 0 | 9 |
| 5 | Real Murcia | 4 | 3 | 0 | 1 | 9 |
| 6 | Hércules | 5 | 3 | 0 | 2 | 9 |
| 7 | Atlético Madrid II | 5 | 2 | 2 | 1 | 8 |
| 8 | Antequera | 5 | 2 | 2 | 1 | 8 |
| 9 | Gimnàstic de Tarragona | 5 | 2 | 1 | 2 | 7 |
| 10 | Sant Andreu | 5 | 2 | 1 | 2 | 7 |
| 11 | Ibiza | 5 | 2 | 0 | 3 | 6 |
| 12 | Huesca | 5 | 1 | 3 | 1 | 6 |
| 13 | FC Cartagena | 4 | 1 | 2 | 1 | 5 |
| 14 | Real Madrid II | 5 | 1 | 2 | 2 | 5 |
| 15 | Águilas CF | 5 | 1 | 2 | 2 | 5 |
| 16 | Rayo Majadahonda | 5 | 1 | 1 | 3 | 4 |
| 17 | Algeciras | 5 | 1 | 1 | 3 | 4 |
| 18 | Europa FC | 5 | 1 | 1 | 3 | 4 |
| 19 | Teruel | 5 | 0 | 2 | 3 | 2 |
| 20 | Juventud Torremolinos | 5 | 0 | 1 | 4 | 1 |
| # | Đội | Tr | BT | BB | +/- | Đ |
|---|---|---|---|---|---|---|
| 1 | Villarreal II | 5 | 12 | 5 | +7 | 13 |
| 2 | Atlético Madrid II | 5 | 9 | 5 | +4 | 8 |
| 3 | Alcorcón | 5 | 8 | 4 | +4 | 9 |
| 4 | Zaragoza | 5 | 8 | 5 | +3 | 12 |
| 5 | Real Jaén | 5 | 8 | 5 | +3 | 10 |
| 6 | Real Murcia | 4 | 8 | 6 | +2 | 9 |
| 7 | Antequera | 5 | 8 | 6 | +2 | 8 |
| 8 | Gimnàstic de Tarragona | 5 | 7 | 7 | 0 | 7 |
| 9 | Ibiza | 5 | 7 | 8 | -1 | 6 |
| 10 | Algeciras | 5 | 7 | 11 | -4 | 4 |
| 11 | Juventud Torremolinos | 5 | 6 | 11 | -5 | 1 |
| 12 | Hércules | 5 | 5 | 5 | 0 | 9 |
| 13 | Sant Andreu | 5 | 5 | 5 | 0 | 7 |
| 14 | Rayo Majadahonda | 5 | 5 | 6 | -1 | 4 |
| 15 | FC Cartagena | 4 | 4 | 3 | +1 | 5 |
| 16 | Real Madrid II | 5 | 4 | 4 | 0 | 5 |
| 17 | Huesca | 5 | 4 | 6 | -2 | 6 |
| 18 | Águilas CF | 5 | 4 | 6 | -2 | 5 |
| 19 | Europa FC | 5 | 3 | 7 | -4 | 4 |
| 20 | Teruel | 5 | 1 | 8 | -7 | 2 |
