AI correctly predicted the Leixões win.
The match finished 3–1, validating the model's directional assessment.
Thị trường được theo dõi so với kết quả toàn thời gian
Cấp dự đoán
A
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 Tài 2.5 Tài 2.5 (4 mục tiêu) ✔ Chính xác
- Cả Hai Đội Đều Ghi Bàn BTTS Có Có ✔ Chính xác
- 1X2 Leixões Leixões ✔ Chính xác
- Thông tin tỷ số chính xác 1-1, 1-0, 0-1, 2-1, 1-2 3-1 ✖ Không đúng
Mô hình so với thị trường đóng cửa
| kết quả | Người mẫu | Thị trường đóng cửa | Sự khác biệt | Tín hiệu |
|---|---|---|---|---|
| Leixões | 37.5% | 50.6% | -13.1 pp | Market Higher |
| Draw | 29.6% | 26.1% | +3.5 pp | Aligned |
| Amarante | 32.9% | 23.2% | +9.6 pp | Model Higher |
The closing market estimates Leixões's win probability at 50.6%, compared with the model's estimate of 37.5%, a difference of 13.1 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.
Sau toàn thời gian, độ nghiêng định hướng của mô hình khớp với kết quả (Leixões win 3–1).
Market Assessment
The market is materially more optimistic about Leixões 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
- Expected goals projected a high-scoring match (ΣxG 2.60) — 4 goals materialised
- Both Teams To Score (Yes) matched the full-time result
- Over 2.5 goals aligned with the xG profile
What failed
- Exact score: outside the model's top score bins
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Leixões higher (50.6% vs model 37.5%, 13.1 pp), but the model's lean was validated (Leixões win 3–1).
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 06, 2026 · 14:29 UTC Forecast generated
- Model 1X2 · Leixões 37.6% · Draw 29.6% · Amarante 32.9%
- xG · Leixões 1.35 — Amarante 1.25
-
Sep 06, 2026 · 14:00 UTC Opening odds snapshot PRE30
- 1X2 odds · Leixões 1.88 · Draw 3.64 · Amarante 4.10
- Implied 1X2 · Leixões 50.6% · Draw 26.1% · Amarante 23.2%
- Bookmaker · Pinnacle
-
Sep 06, 2026 · 14:29 UTC Closing snapshot recorded PRE1
- 1X2 odds · Leixões 1.88 · Draw 3.64 · Amarante 4.10
- Implied 1X2 · Leixões 50.6% · Draw 26.1% · Amarante 23.2%
- Bookmaker · Pinnacle
-
Sep 06, 2026 · 14:30 UTC Kickoff
-
FT Full-time result Leixões win · 3–1
-
FT Prediction validated Directional lean matched 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
Validated
Số liệu trước trận đấu (bối cảnh lịch sử)
Độ tin cậy dự đoán
56/100
· Moderate
- Validation: Warning
- Large market gap (13 pp)
Chứng cớ
★★★★★
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
Pricing proximity (inverse gap)
34/100
Betting Confidence
44/100
Validation Report
Immutable Snapshot
Closing Odds
1.88
AI Fair Odds
—
CLV
Pending
Final Result
Leixões win · Leixões 3–1 Amarante
Prediction
✔ Correct
Decision Grade
A
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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"ev": -0.1666,
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],
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"alert_breadth_note": "3/6 sportsbooks confirmed",
"alert_move": "\u2191 +8.3%",
"alert_team": "Amarante",
"alert_title": "Sharp Money Alert",
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"show": true,
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"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 32,
"steam_subtitle": "Limited conviction",
"steam_tier": "C",
"title": "Betting Signal"
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"decision_chain": {
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"key": "market_disagree",
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{
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},
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"decision_type": "VALUE_ALERT",
"execution_confidence": 51,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Selective Lean - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Leix\u00f5es at 37.6%, compared with a no-vig market probability of 50.6%.",
"why": [
{
"text": "Decision Model identifies Leix\u00f5es as the value side (37.6%)",
"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": 13.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Selective Lean - No Primary Bet",
"hero_mode": "default",
"icon": "\u2192",
"label": "Lean only \u2014 not a default Primary",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Leix\u00f5es",
"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 BTTS \u00b7 side Leix\u00f5es \u00b7 decimal odds ~2.47 (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=1576479 \u00b7 snapshot=live-render \u00b7 odds\u22482.47 \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 +9.0% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +9.0% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability 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 +9.0% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 5.2/10 (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 +9.0% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 5.2/10 (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": false,
"value": "64 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "51 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+9.0% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Leix\u00f5es).",
"Decision strength: 5.2/10",
"Reliability below 65",
"Outlier price +35% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 64,
"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)",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"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": "lean",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.1666,
"consensus_ev_display": "-16.7%",
"consensus_odds": 1.88,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5063,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "-13.1 percentage points",
"raw_edge_pp": -13.1,
"raw_implied_prob": 0.5319148936170213,
"raw_signal_ev": -0.2937,
"raw_signal_ev_display": "-29.4%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 0.0,
"reasons": [
"Thin xG separation gap=0.1"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.1
}
}
},
"bet_status": "lean",
"books_breadth_display": "3/6",
"breadth_ratio": 0.5,
"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": "Market drift 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 (13 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Market drift aligns with model",
"tone": "ok"
}
],
"parts": {
"alignment": 18.5,
"data_quality": 12.0,
"market_coverage": 5.0,
"steam_coherence": 10.0,
"validation": 14.0
},
"score": 64,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 13.09,
"market_agreement": "weak",
"max_gap_pp": 13.09,
"model_calibration": {
"away_xg": 1.25,
"calibration_status": "ok",
"deviation_pct": 0.0,
"elevated": false,
"home_xg": 1.35,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.35,
"status_label": "Within typical league range",
"summary": "Home xG 1.35 \u00b7 Away xG 1.25 \u00b7 League avg 1.35 \u00b7 Peak deviation +0%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "warning",
"odds_delta_pct": 8.3,
"steam_conflicts": false,
"steam_move_display": "\u2191 +8.3%",
"steam_team": "Amarante",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 51,
"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": 34,
"tier": "low",
"tier_label": "Low"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 37,
"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": 34,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "lean",
"label": "Selective Lean - No Primary Bet"
}
},
"verdict": {
"agree_note": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 13.1,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 13.1,
"summary": "Model and market currently agree on the stronger side (Leix\u00f5es)."
},
"authority": {
"action": "lean",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 13.1,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 13.1,
"summary": "Model and market currently agree on the stronger side (Leix\u00f5es)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.09,
"best_outlier_ev": 0.3477,
"confidence_band": "Moderate",
"decision_strength": 5.2,
"decision_strength_v1": 5.5,
"decision_strength_v2": 6.2,
"decision_type": "VALUE_ALERT",
"execution_confidence": 51,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Selective Lean - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Leix\u00f5es at 37.6%, compared with a no-vig market probability of 50.6%.",
"why": [
{
"text": "Decision Model identifies Leix\u00f5es as the value side (37.6%)",
"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": 13.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Selective Lean - No Primary Bet",
"hero_mode": "default",
"icon": "\u2192",
"label": "Lean only \u2014 not a default Primary",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Leix\u00f5es",
"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 BTTS \u00b7 side Leix\u00f5es \u00b7 decimal odds ~2.47 (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=1576479 \u00b7 snapshot=live-render \u00b7 odds\u22482.47 \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 +9.0% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +9.0% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability 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 +9.0% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 5.2/10 (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 +9.0% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 5.2/10 (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": false,
"value": "64 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "51 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+9.0% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Leix\u00f5es).",
"Decision strength: 5.2/10",
"Reliability below 65",
"Outlier price +35% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 64,
"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)",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"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": "lean",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.1666,
"consensus_ev_display": "-16.7%",
"consensus_odds": 1.88,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5063,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "-13.1 percentage points",
"raw_edge_pp": -13.1,
"raw_implied_prob": 0.5319148936170213,
"raw_signal_ev": -0.2937,
"raw_signal_ev_display": "-29.4%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 0.0,
"reasons": [
"Thin xG separation gap=0.1"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.1
}
}
},
"headline": "Selective Lean - No Primary Bet",
"icon": "\u2192",
"label": "Lean only \u2014 not a default Primary",
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"tier": "lean"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Leix\u00f5es 1.35 xG vs Amarante 1.25 \u2192 Leix\u00f5es 37.5%",
"Market: Leix\u00f5es ~50.6% implied",
"Market Drift: Amarante odds \u2191 +8.3%"
],
"one_liner": "Model and market both lean Leix\u00f5es with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -13.09,
"fair_prob": 37.54,
"label": "Leix\u00f5es",
"market_prob": 50.63,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 3.46,
"fair_prob": 29.61,
"label": "Draw",
"market_prob": 26.15,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 9.63,
"fair_prob": 32.85,
"label": "Amarante",
"market_prob": 23.22,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": 4.27,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 43.93,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": -4.27,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 56.07,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": 6.55,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 47.95,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": -6.55,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 52.05,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": -13.09,
"fair_prob_pct": 37.54,
"hero_side": "home",
"hero_team_name": "Leix\u00f5es",
"market_prob_pct": 50.63,
"status": "strong_market_ahead",
"steam_team_name": "Amarante"
},
"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 Leix\u00f5es\u0027s win probability at 50.6%, compared with the model\u0027s estimate of 37.5%, a difference of 13.1 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": 13.09,
"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": "Leix\u00f5es",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 50.6,
"model_prob_gap_display": "-13.1 percentage points",
"model_prob_gap_pp": -13.1,
"model_prob_pct": 37.5,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "-13.1 percentage points",
"gap_pp": -13.1,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 64,
"reliability_tier": "limited",
"summary": "Leix\u00f5es \u2014 market direction supports the model lean.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 51,
"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": 34,
"tier": "low",
"tier_label": "Low"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 37,
"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": 34,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "lean",
"label": "Selective Lean - No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Leix\u00f5es 1.35 xG vs Amarante 1.25 \u2192 Leix\u00f5es 37.5%",
"Market: Leix\u00f5es ~50.6% implied",
"Market Drift: Amarante odds \u2191 +8.3%"
],
"one_liner": "Model and market both lean Leix\u00f5es 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": -13.09,
"hero_label": "Leix\u00f5es",
"hero_side": "home",
"market_activity": "Amarante odds lengthened \u2191 +8.3%.",
"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, Amarante has seen drift \u2014 odds lengthened by 8.3%, suggesting weakening support.",
"gap_tier": "strong",
"lead": "The market is materially more optimistic about Leix\u00f5es than the current fair estimate.",
"note": "Drift away from Amarante \u2014 odds lengthened by 8.3% (weakening support).",
"paragraphs": [
"The market is materially more optimistic about Leix\u00f5es than the current fair estimate.",
"However, Amarante has seen drift \u2014 odds lengthened by 8.3%, suggesting weakening support.",
"Drift away from Amarante \u2014 odds lengthened by 8.3% (weakening support)."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market favors Leix\u00f5es more strongly than the current fair estimate.",
"At the same time, Amarante has drifted \u2014 odds lengthened by 8.3%, suggesting weakening support."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 13.09,
"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.",
"Favourite exceeds second outcome by 4.7 pp (at 37.5%)."
],
"lead_gap_pp": 4.7,
"max_prob_pct": 37.5,
"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": "Leix\u00f5es",
"largest_gap_pp": -13.1,
"lead": "The closing market prices Leix\u00f5es higher than the statistical model.",
"level": "strong",
"max_gap_pp": 13.1,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -13.09,
"edge_pp": -13.09,
"fair_prob_pct": 37.54,
"is_hero": true,
"label": "Leix\u00f5es",
"market_prob_pct": 50.63,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": 3.46,
"edge_pp": 3.46,
"fair_prob_pct": 29.61,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 26.15,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 9.63,
"edge_pp": 9.63,
"fair_prob_pct": 32.85,
"is_hero": false,
"label": "Amarante",
"market_prob_pct": 23.22,
"side": "away",
"signal_key": "model_higher",
"signal_label": "Model Higher"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "Drift away from Amarante \u2014 odds lengthened by 8.3% (weakening support).",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": false,
"paragraphs": [
"The betting market strongly prefers Leix\u00f5es (50.6%).",
"Amarante odds have drifted longer across books (\u2191 +8.3%, 3/6) \u2014 market pricing moves against this side.",
"Leix\u00f5es \u2014 market direction supports the model lean."
],
"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": 3,
"books_reacting_detail": [
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +8.3%",
"odds_delta_pct": 8.3
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2191 +2.5%",
"odds_delta_pct": 2.5
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2191 +2.0%",
"odds_delta_pct": 2.0
}
],
"books_total": 6,
"breadth_display": "3/6",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 3.9,
"is_drift": true,
"move_context": "Largest move today",
"move_display": "\u2191 +8.3%",
"move_pct_abs": 8.3,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 35h 33m",
"narrative_paragraphs": [
"Multi-book drift on Amarante (8.3%, 3/6) \u2014 aligned lengthening, market pricing moves against this side.",
"Modest lengthening \u2014 treat as drift tracking rather than steam."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 8.3,
"odds_path": {
"chart_y_labels": [
"4.10",
"3.85",
"3.60"
],
"display": "4.10 \u2192 3.60 \u2192 3.90",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 35h 33m",
"pick_team": "Amarante",
"points": [
{
"label_key": "open",
"value": "4.10"
},
{
"label_key": "extreme",
"value": "3.60"
},
{
"label_key": "current",
"value": "3.90"
}
],
"sparkline_points": [
3.6,
4.1,
3.9
],
"sparkline_polyline": "0.0,18.0 28.0,0.0 56.0,7.2",
"sparkline_trend": "up",
"sparkline_trend_label": "One-way rise",
"summary_boxes": [
{
"label_key": "open",
"value": "3.60"
},
{
"label_key": "low",
"value": "3.60"
},
{
"label_key": "high",
"value": "4.10"
},
{
"label_key": "current",
"value": "3.90"
}
]
},
"open_odds": 3.6,
"page_alert_line": "",
"phase_label": "Market drift",
"phase_tip": "Broad lengthening \u2014 market pricing moves against the tracked side.",
"pick_team": "Amarante",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "fade",
"signal_icon": "\u2198",
"signal_impact": {
"current_odds": 3.9,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +8.3%",
"open_odds": 3.6,
"summary": "Broad market drift supports the same direction as the model lean.",
"team": "Amarante",
"tone": "with"
},
"signal_key": "market_drift",
"signal_label": "Drift",
"steam_score": 32,
"steam_subtitle": "Limited conviction",
"steam_tier": "C",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "3/6",
"current_odds": 3.9,
"move_display": "\u2191 +8.3%",
"open_odds": 3.6,
"pick_team": "Amarante",
"steam_score": 32,
"steam_team_name": "Amarante",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 13.1,
"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": {
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Amarante",
"away_team_id": 4725,
"away_team_logo": "/static/teams/4725.webp",
"away_team_name": "Amarante",
"away_team_public_id": "1LRChYkkZOsUC0",
"away_team_slug": "amarante",
"country_code": "PT",
"country_display_name": "Portugal",
"country_flag": "/static/images/country/pt.svg",
"country_id": 129,
"country_name": "Portugal",
"fixture_id": 1576479,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Portugal",
"home_team_display_name": "Leix\u00f5es",
"home_team_id": 244,
"home_team_logo": "/static/teams/244.webp",
"home_team_name": "Leix\u00f5es",
"home_team_public_id": "1kALwVwjlNoixX",
"home_team_slug": "leixoes",
"league_country": "Portugal",
"league_country_display": "Portugal",
"league_display_name": "Liga Portugal 2",
"league_id": 95,
"league_logo": "/static/leagues/95.webp",
"league_name": "Liga Portugal 2",
"league_public_id": "4K3g7xxdvkF5vX",
"league_season": 2026,
"match_date": "2026-09-06 14:30:00",
"public_id": "4hAyY18JUch0N3",
"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": "Matosinhos",
"venue_name": null
},
"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": 0.171,
"best_odd": 4.1,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0165,
"ev": 0.0196,
"implied_prob": 0.2322,
"joint_probs": {
"away": 0.2322,
"draw": 0.2615,
"home": 0.5063
},
"model_prob": 0.3287,
"p_final": 0.2487
},
"draw": {
"alpha": 0.2846,
"best_odd": 3.64,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0097,
"ev": -0.0127,
"implied_prob": 0.2615,
"joint_probs": {
"away": 0.2322,
"draw": 0.2615,
"home": 0.5063
},
"model_prob": 0.2956,
"p_final": 0.2712
},
"ev_available": true,
"home": {
"alpha": 0.4824,
"best_odd": 1.88,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.063,
"ev": -0.1666,
"implied_prob": 0.5063,
"joint_probs": {
"away": 0.2322,
"draw": 0.2615,
"home": 0.5063
},
"model_prob": 0.3757,
"p_final": 0.4433
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 4.1,
"edge": 0.0848,
"ev": 0.3477,
"implied_prob": 0.2439,
"model_prob": 0.3287
},
"draw": {
"best_odd": 3.64,
"edge": 0.0209,
"ev": 0.0761,
"implied_prob": 0.2747,
"model_prob": 0.2956
},
"ev_available": true,
"home": {
"best_odd": 1.88,
"edge": -0.1563,
"ev": -0.2938,
"implied_prob": 0.5319,
"model_prob": 0.3757
}
},
"btts": {
"alpha_no": 0.2228,
"alpha_yes": 0.2025,
"best_no_odd": 1.83,
"best_yes_odd": 2.0,
"btts_ev_mode": "market_first_available",
"edge_no": -0.0655,
"edge_yes": 0.0655,
"ev_available": true,
"ev_no": -0.1673,
"ev_no_risk_adj": -0.103,
"ev_yes": 0.09,
"ev_yes_risk_adj": -0.0507,
"implied_no": 0.5205,
"implied_yes": 0.4795,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 5,
"no": {
"alpha": 0.2228,
"best_odd": 1.77,
"edge": -0.0148,
"ev": -0.103,
"implied_prob": 0.5216,
"model_prob": 0.455,
"p_final": 0.5068
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.2025,
"best_odd": 1.93,
"edge": 0.0135,
"ev": -0.0507,
"implied_prob": 0.4784,
"model_prob": 0.545,
"p_final": 0.4919
}
},
"n_bookmakers": 5,
"p_final_no": 0.5068,
"p_final_yes": 0.4919,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.2113,
"alpha_under": 0.2324,
"best_over_odd": 2.2,
"best_under_odd": 1.69,
"consensus_over_odd": 2.12,
"consensus_under_odd": 1.675,
"edge_over": 0.0427,
"edge_under": -0.0427,
"ev_available": true,
"ev_over": 0.0604,
"ev_over_risk_adj": -0.0461,
"ev_under": -0.1246,
"ev_under_risk_adj": -0.0801,
"implied_over": 0.4393,
"implied_over_mf": 0.4414,
"implied_under": 0.5607,
"implied_under_mf": 0.5586,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 5,
"over": {
"alpha": 0.2113,
"best_odd": 2.12,
"edge": 0.0086,
"ev": -0.0461,
"implied_prob": 0.4414,
"model_prob": 0.482,
"p_final": 0.45
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2324,
"best_odd": 1.675,
"edge": -0.0094,
"ev": -0.0801,
"implied_prob": 0.5586,
"model_prob": 0.518,
"p_final": 0.5492
}
},
"n_bookmakers": 5,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.45,
"p_final_under": 0.5492,
"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": 0.09,
"best_outlier_ev": 0.3477,
"best_tracked_ev": 0.09,
"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)",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 5.2,
"score_v1_legacy": 5.5,
"score_v2_pre_penalty": 6.2,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 5.2,
"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": "lean",
"final_decision": {
"action": "lean",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 13.1,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 13.1,
"summary": "Model and market currently agree on the stronger side (Leix\u00f5es)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.09,
"best_outlier_ev": 0.3477,
"confidence_band": "Moderate",
"decision_strength": 5.2,
"decision_strength_v1": 5.5,
"decision_strength_v2": 6.2,
"decision_type": "VALUE_ALERT",
"execution_confidence": 51,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Selective Lean - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Leix\u00f5es at 37.6%, compared with a no-vig market probability of 50.6%.",
"why": [
{
"text": "Decision Model identifies Leix\u00f5es as the value side (37.6%)",
"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": 13.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Selective Lean - No Primary Bet",
"hero_mode": "default",
"icon": "\u2192",
"label": "Lean only \u2014 not a default Primary",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Leix\u00f5es",
"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 BTTS \u00b7 side Leix\u00f5es \u00b7 decimal odds ~2.47 (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=1576479 \u00b7 snapshot=live-render \u00b7 odds\u22482.47 \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 +9.0% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +9.0% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability 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 +9.0% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 5.2/10 (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 +9.0% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 5.2/10 (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": false,
"value": "64 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "51 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+9.0% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Leix\u00f5es).",
"Decision strength: 5.2/10",
"Reliability below 65",
"Outlier price +35% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 64,
"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)",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"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": "lean",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.1666,
"consensus_ev_display": "-16.7%",
"consensus_odds": 1.88,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5063,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "-13.1 percentage points",
"raw_edge_pp": -13.1,
"raw_implied_prob": 0.5319148936170213,
"raw_signal_ev": -0.2937,
"raw_signal_ev_display": "-29.4%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 0.0,
"reasons": [
"Thin xG separation gap=0.1"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.1
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.2956,
"max_1x2_prob": 0.3757,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.1
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 1.88,
"decision": "no_bet",
"edge": -0.063,
"ev": -0.1666,
"implied_prob": 0.5063,
"max_ev_side": "away",
"model_prob": 0.3757,
"side": "home",
"side_label": "Leix\u00f5es"
},
"btts": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2025,
"available": true,
"consensus_odds": 1.93,
"edge": 0.0135,
"market_prob": 0.4784,
"mode": "market_first_btts",
"model_prob": 0.545,
"n_bookmakers": 5,
"no": {
"alpha": 0.2228,
"best_odd": 1.77,
"edge": -0.0148,
"ev": -0.103,
"implied_prob": 0.5216,
"model_prob": 0.455,
"p_final": 0.5068
},
"p_final": 0.4919,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0507,
"value_side": "yes",
"yes": {
"alpha": 0.2025,
"best_odd": 1.93,
"edge": 0.0135,
"ev": -0.0507,
"implied_prob": 0.4784,
"model_prob": 0.545,
"p_final": 0.4919
}
},
"edge": 0.0655,
"ev": 0.09,
"implied_prob": 0.4795,
"model_prob": 0.545,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2113,
"available": true,
"consensus_odds": 2.12,
"edge": 0.0086,
"market_prob": 0.4414,
"mode": "market_first_ou",
"model_prob": 0.482,
"n_bookmakers": 5,
"over": {
"alpha": 0.2113,
"best_odd": 2.12,
"edge": 0.0086,
"ev": -0.0461,
"implied_prob": 0.4414,
"model_prob": 0.482,
"p_final": 0.45
},
"p_final": 0.45,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0461,
"under": {
"alpha": 0.2324,
"best_odd": 1.675,
"edge": -0.0094,
"ev": -0.0801,
"implied_prob": 0.5586,
"model_prob": 0.518,
"p_final": 0.5492
},
"value_side": "over"
},
"edge": 0.0427,
"ev": 0.0604,
"implied_prob": 0.4393,
"model_prob": 0.482,
"side": "over",
"value_side": "over"
}
},
"match_id": 1576479,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.09,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3287,
"draw": 0.2956,
"home": 0.3757
},
"reason_codes": [
"no_ev_1x2"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Amarante",
"home": "Leix\u00f5es"
},
"top_pick": {
"composite_score": 0.04905,
"decision": "value_bet",
"ev": 0.09,
"implied_prob": 0.4795,
"market": "btts",
"model_prob": 0.545,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "yes",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 2,
"value_context_1x2": {
"consensus_ev": -0.1666,
"consensus_ev_display": "-16.7%",
"consensus_odds": 1.88,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5063,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "-13.1 percentage points",
"raw_edge_pp": -13.1,
"raw_implied_prob": 0.5319148936170213,
"raw_signal_ev": -0.2937,
"raw_signal_ev_display": "-29.4%"
}
}
},
"fixture_id": 1576479,
"generated_at_utc": "2026-09-06T14:29:39.248224+00:00",
"lang_id": "en"
}
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Liga Portugal 2 — Bảng xếp hạng
| # | Đội | Tr | T | H | B | Đ |
|---|---|---|---|---|---|---|
| 1 | Lusitânia Lourosa | 6 | 5 | 1 | 0 | 16 |
| 2 | Penafiel | 6 | 4 | 1 | 1 | 13 |
| 3 | Sporting CP B | 6 | 4 | 0 | 2 | 12 |
| 4 | Vizela | 6 | 3 | 2 | 1 | 11 |
| 5 | Benfica B | 6 | 3 | 1 | 2 | 10 |
| 6 | União de Leiria | 6 | 3 | 1 | 2 | 10 |
| 7 | Leixões | 6 | 3 | 1 | 2 | 10 |
| 8 | Académica | 6 | 3 | 0 | 3 | 9 |
| 9 | Tondela | 6 | 3 | 0 | 3 | 9 |
| 10 | Farense | 5 | 2 | 2 | 1 | 8 |
| 11 | Portimonense | 6 | 2 | 1 | 3 | 7 |
| 12 | AVS | 6 | 1 | 3 | 2 | 6 |
| 13 | Felgueiras 1932 | 6 | 1 | 3 | 2 | 6 |
| 14 | Torreense | 6 | 1 | 3 | 2 | 6 |
| 15 | Amarante | 6 | 1 | 2 | 3 | 5 |
| 16 | Chaves | 5 | 1 | 1 | 3 | 4 |
| 17 | FC Porto B | 6 | 1 | 1 | 4 | 4 |
| 18 | Feirense | 6 | 0 | 1 | 5 | 1 |
| # | Đội | Tr | BT | BB | +/- | Đ |
|---|---|---|---|---|---|---|
| 1 | Penafiel | 6 | 13 | 5 | +8 | 13 |
| 2 | Lusitânia Lourosa | 6 | 11 | 4 | +7 | 16 |
| 3 | União de Leiria | 6 | 10 | 7 | +3 | 10 |
| 4 | Sporting CP B | 6 | 8 | 6 | +2 | 12 |
| 5 | Leixões | 6 | 8 | 6 | +2 | 10 |
| 6 | Académica | 6 | 8 | 10 | -2 | 9 |
| 7 | Vizela | 6 | 7 | 4 | +3 | 11 |
| 8 | Benfica B | 6 | 7 | 5 | +2 | 10 |
| 9 | Farense | 5 | 7 | 5 | +2 | 8 |
| 10 | Tondela | 6 | 7 | 6 | +1 | 9 |
| 11 | Torreense | 6 | 7 | 9 | -2 | 6 |
| 12 | AVS | 6 | 6 | 6 | 0 | 6 |
| 13 | Felgueiras 1932 | 6 | 5 | 6 | -1 | 6 |
| 14 | Amarante | 6 | 5 | 8 | -3 | 5 |
| 15 | Chaves | 5 | 5 | 9 | -4 | 4 |
| 16 | Portimonense | 6 | 4 | 6 | -2 | 7 |
| 17 | FC Porto B | 6 | 4 | 13 | -9 | 4 |
| 18 | Feirense | 6 | 1 | 8 | -7 | 1 |
