Laman pertaruhan premium stake: pengguna baharu boleh guna kod promo FHn2uDc1. Daftar sekarang
Pasaran yang dijejaki vs hasil sepenuh masa
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Over 2.5 Under 2.5 (1 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Tidak ✖ tak betul
- 1X2 Hebei Kungfu Hebei Kungfu ✔ Betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 1-0 ✔ Betul
Validation Report
Immutable Snapshot
Closing Odds
3.2
AI Fair Odds
—
CLV
+0.0%
Final Result
Hebei Kungfu win · Hebei Kungfu 1–0 Dalian Huayi
Prediction
✔ Correct
Decision Grade
F
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Taklimat AI untuk perlawanan ini belum tersedia. Selepas naik taraf pelayan, jalankan semula “Batch generate odds” untuk menjana ringkasan.
View technical JSON
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"facts": {
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"away_win_prob": 0.3331,
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"bayes_applied": 0,
"btts_no_prob": 0.455,
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"dc_rho": -0.13,
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"fair_odds_away": 3.0,
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"fair_odds_draw": 3.38,
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"home_win_prob": 0.3706,
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"over_25_prob": 0.482,
"prediction_confidence": "very_low",
"under_25_prob": 0.518
},
"api_prediction": {
"advice": "Combo Double chance : Hebei Kungfu or draw and -3.5 goals",
"main_pick_display": "No Strong Winner Bet",
"percent_away": "10%",
"percent_draw": "45%",
"percent_home": "45%",
"winner_name": "Hebei Kungfu"
},
"away_xg": 1.26,
"betting_insight": {
"bet_label": "Hebei Kungfu",
"confidence": null,
"main_pick_meta": {
"confidence": "low",
"display_text": "No Strong Winner Bet",
"edge": -0.0397,
"edge_gap": 0.0371,
"market": "1X2",
"market_prob": 0.4103,
"model_prob": 0.3705,
"pick_type": "no_strong",
"probabilities": {
"away": 33.3,
"draw": 29.6,
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},
"reason": "No clear edge in 1X2 market",
"selection": null,
"selection_name": null
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 2.26
}
],
"risk_color": null,
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"is_value": false,
"label": "Home",
"market_fair_odds": 2.44,
"market_odds": 2.26,
"model_odds": 2.7,
"overround": 7.8,
"prob_edge": -7.2,
"value_pct": -16.3,
"value_rating": "no_value"
}
},
"betting_markets": {
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"away_failed_to_score": 7,
"away_played": 24,
"away_score_rate": 71.6,
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"home_failed_to_score": 10,
"home_played": 24,
"home_score_rate": 73.8,
"no_prob": 45.5,
"pick": "Yes",
"pick_prob": 54.5,
"source": "xG_dc",
"strong_pick": false,
"yes_prob": 54.5
},
"correct_score": {
"away_expected": 1.26,
"home_expected": 1.34,
"scores": [
{
"away": 1,
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{
"away": 0,
"home": 1,
"label": "1-0",
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{
"away": 1,
"home": 0,
"label": "0-1",
"prob": 9.4
},
{
"away": 1,
"home": 2,
"label": "2-1",
"prob": 8.4
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{
"away": 2,
"home": 1,
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"prob": 7.9
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Hebei Kungfu or Draw",
"prob": 66.7
},
{
"key": "12",
"label": "Hebei Kungfu or Dalian Huayi",
"prob": 70.4
},
{
"key": "X2",
"label": "Draw or Dalian Huayi",
"prob": 62.9
}
],
"pick_key": "12",
"pick_label": "Hebei Kungfu or Dalian Huayi",
"pick_prob": 70.4
},
"match_winner": {
"away_pct": 33.3,
"draw_pct": 29.6,
"home_pct": 37.1,
"lean_key": "home",
"lean_label": "Hebei Kungfu"
},
"over_under": {
"api_hint": "-3.5",
"avg_total": 2.6,
"away_avg_scored": 1.3,
"confidence": "low",
"home_avg_scored": 0.9,
"over_prob": 48.2,
"pick": "Over 2.5",
"pick_prob": 51.8,
"source": "xG_dc",
"strong_pick": true,
"total_expected": 2.6,
"under_prob": 51.8
},
"prob_source": "poisson",
"value_bet_enhanced": {
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"edge": 9.2,
"implied_prob": 30.5,
"is_value": true,
"label": "Away",
"market": "Dalian Huayi Win",
"model_prob": 33.3,
"odds": 3.28
}
},
"closing_line_bundle": {
"has_data": false
},
"correct_score_insight": {
"best_value": null,
"lean_card": {
"diff_pp": -2.9,
"ev": -0.1875,
"has_edge": false,
"label": "1-1",
"market_odds": 6.5,
"market_prob": 0.1538,
"market_prob_pct": 15.4,
"model_prob": 0.125,
"model_prob_pct": 12.5,
"n_bookmakers": 7,
"status_key": "no_value"
},
"most_likely": {
"label": "1-1",
"prob": 12.5
},
"top5": [
{
"label": "1-1",
"prob": 12.5
},
{
"label": "1-0",
"prob": 10.0
},
{
"label": "0-1",
"prob": 9.4
},
{
"label": "2-1",
"prob": 8.4
},
{
"label": "1-2",
"prob": 7.9
}
]
},
"home_xg": 1.34,
"homepage_pick": null,
"market_cards": [
{
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2098,
"available": true,
"consensus_odds": 2.1,
"edge": 0.0094,
"edge_pp": 0.9,
"market_prob": 0.437,
"mode": "market_first_ou",
"model_prob": 0.482,
"n_bookmakers": 7,
"over": {
"alpha": 0.2098,
"best_odd": 2.1,
"edge": 0.0094,
"ev": -0.0625,
"implied_prob": 0.437,
"model_prob": 0.482,
"p_final": 0.4464
},
"p_final": 0.4464,
"prediction_confidence": "very_low",
"raw_edge_pp": 4.5,
"raw_signal_ev": 0.0122,
"risk_adj_ev": -0.0625,
"under": {
"alpha": 0.2308,
"best_odd": 1.63,
"edge": -0.0104,
"ev": -0.0992,
"implied_prob": 0.563,
"model_prob": 0.518,
"p_final": 0.5526
},
"value_side": "over"
},
"ev_available": true,
"ev_over": 0.0556,
"ev_over_display": {
"capped": false,
"raw_pct": 5.6,
"text": "+5.6%"
},
"ev_under": -0.1349,
"ev_under_display": {
"capped": false,
"raw_pct": -13.5,
"text": "-13.5%"
},
"featured": true,
"id": "ou_2_5",
"max_ev": 0.0556,
"n_bookmakers": 7,
"over_prob": 48.2,
"sort_key": 10200.04,
"tier": "best",
"under_prob": 51.8,
"value_side": "over"
},
{
"decision": "small_edge",
"decision_layer": {
"alpha": 0.21,
"available": true,
"consensus_odds": 1.825,
"edge": 0.0093,
"edge_pp": 0.9,
"market_prob": 0.5007,
"mode": "market_first_btts",
"model_prob": 0.545,
"n_bookmakers": 7,
"no": {
"alpha": 0.21,
"best_odd": 1.83,
"edge": -0.0093,
"ev": -0.1033,
"implied_prob": 0.4993,
"model_prob": 0.455,
"p_final": 0.49
},
"p_final": 0.51,
"prediction_confidence": "very_low",
"raw_edge_pp": 4.4,
"raw_signal_ev": -0.0054,
"risk_adj_ev": -0.0693,
"value_side": "yes",
"yes": {
"alpha": 0.21,
"best_odd": 1.825,
"edge": 0.0093,
"ev": -0.0693,
"implied_prob": 0.5007,
"model_prob": 0.545,
"p_final": 0.51
}
},
"ev_available": true,
"ev_no": -0.131,
"ev_no_display": {
"capped": false,
"raw_pct": -13.1,
"text": "-13.1%"
},
"ev_yes": 0.0083,
"ev_yes_display": {
"capped": false,
"raw_pct": 0.8,
"text": "+0.8%"
},
"featured": false,
"id": "btts",
"max_ev": 0.0083,
"n_bookmakers": 7,
"no_prob": 45.5,
"sort_key": 5206.64,
"tier": "lean",
"value_side": "yes",
"yes_prob": 54.5
},
{
"authority_action": "no_bet",
"authority_note": "Neither side shows a decisive model\u2013market alignment yet.",
"consensus_odds": 2.26,
"decision": "no_bet",
"disagreement_label": "Normal",
"disagreement_level": "normal",
"ev": -0.1108,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": -11.1,
"text": "-11.1%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.4103,
"is_extreme_disagreement": false,
"max_ev": -0.0266,
"max_ev_display": {
"capped": false,
"raw_pct": -2.7,
"text": "-2.7%"
},
"model_prob": 0.3705,
"raw_edge_display": "-4.0 percentage points",
"raw_edge_pp": -4.0,
"raw_signal_ev": -0.1627,
"raw_signal_ev_display": "-16.3%",
"show_primary_label": false,
"side_label": "Hebei Kungfu",
"sort_key": 1793.35,
"tier": "bad_ev"
},
{
"featured": false,
"id": "correct_score",
"sort_key": 817.5,
"tier": "risk",
"top_label": "1-1",
"top_prob": 12.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "",
"alert_breadth_note": "",
"alert_move": "",
"alert_team": "",
"alert_title": "Sharp Money Alert",
"divergence_pp": 0.0,
"has_alert": false,
"hero_edge_pp": null,
"hero_label": "",
"market_prob_pct": null,
"market_team": "Hebei Kungfu",
"model_prob_pct": 37.1,
"model_team": "Hebei Kungfu",
"show": true,
"status_icon": "\u2713",
"status_key": "aligned",
"status_label": "Reliable prediction",
"status_line": "Direction aligned; check pricing gap separately",
"steam_score": null,
"steam_subtitle": "",
"steam_tier": "",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "steam",
"read_min": 4,
"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": {
"direction_aligned": false,
"direction_key": "neutral",
"gap_pp": 4.0,
"key": "neutral",
"label": "Neutral",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 4.0,
"summary": "Neither side shows a decisive model\u2013market alignment yet."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "neutral",
"gap_pp": 4.0,
"key": "neutral",
"label": "Neutral",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 4.0,
"summary": "Neither side shows a decisive model\u2013market alignment yet."
},
"alignment_key": "neutral",
"best_consensus_ev": 0.0556,
"best_outlier_ev": 0.0938,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.2,
"decision_strength_v1": 5.0,
"decision_strength_v2": 5.2,
"decision_type": "NO_SIGNAL",
"execution_confidence": 64,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Hebei Kungfu at 37.0%, compared with a no-vig market probability of 41.0%.",
"why": [
{
"text": "Decision Model identifies Hebei Kungfu as the value side (37.0%)",
"tone": "ok"
},
{
"text": "No decisive market conflict on 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": 4.0,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "No decisive market alignment yet",
"model_conflict_detail": null,
"model_lean": "Hebei Kungfu",
"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 Hebei Kungfu \u00b7 decimal odds ~2.27 (derived from model% \u00d7 (1+EV)) \u00b7 EV +9% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1528724 \u00b7 snapshot=live-render \u00b7 odds\u22482.27 \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 +5.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.6% 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 +5.6% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.2/10 (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 +5.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.2/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "64 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "neutral"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.6% (\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": [
"Neither side shows a decisive model\u2013market alignment yet.",
"Decision strength: 3.2/10",
"Reliability below 65",
"Outlier price +9% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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)",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Neither side shows a decisive model\u2013market alignment yet.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.1108,
"consensus_ev_display": "-11.1%",
"consensus_odds": 2.26,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.4103,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "-4.0 percentage points",
"raw_edge_pp": -4.0,
"raw_implied_prob": 0.4424778761061947,
"raw_signal_ev": -0.1627,
"raw_signal_ev_display": "-16.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
"Low xG separation gap=0.08 (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": 0.08
}
}
},
"bet_status": "no_bet",
"books_breadth_display": "4/9",
"breadth_ratio": 0.4444444444444444,
"evidence": {
"score": 55,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Market has already priced much of the edge",
"status": "caution"
},
{
"icon": "\u25cb",
"key": "steam",
"label": "Sharp steam detected",
"status": "neutral"
},
{
"icon": "!",
"key": "validation",
"label": "Validation pending",
"status": "caution"
}
],
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Pending",
"tone": "ok"
}
],
"parts": {
"alignment": 25.0,
"data_quality": 12.0,
"market_coverage": 4.4,
"steam_coherence": 7.0,
"validation": 8.0
},
"score": 61,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 0.0,
"market_agreement": "unknown",
"max_gap_pp": 0.0,
"model_calibration": {
"away_xg": 1.26,
"calibration_status": "ok",
"deviation_pct": -1.0,
"elevated": false,
"home_xg": 1.34,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.34,
"status_label": "Within typical league range",
"summary": "Home xG 1.34 \u00b7 Away xG 1.26 \u00b7 League avg 1.35 \u00b7 Peak deviation -1%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "pending",
"odds_delta_pct": 0.0,
"steam_conflicts": null,
"steam_move_display": "+0.0%",
"steam_team": "Hebei Kungfu",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 64,
"tier": "moderate",
"tier_label": "Moderate"
},
"market_compatibility": {
"label": "Market Compatibility",
"note": "Price proximity vs model (inverse of pp gap) \u2014 not the same as a Primary go-ahead. Read alongside Decision Strength and Alignment.",
"score": 80,
"tier": "high",
"tier_label": "High"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 37,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Market Compatibility",
"note": "Price proximity vs model (inverse of pp gap) \u2014 not the same as a Primary go-ahead. Read alongside Decision Strength and Alignment.",
"score": 80,
"tier": "high",
"tier_label": "High"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "Neither side shows a decisive model\u2013market alignment yet.",
"alignment": {
"direction_aligned": false,
"direction_key": "neutral",
"gap_pp": 4.0,
"key": "neutral",
"label": "Neutral",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 4.0,
"summary": "Neither side shows a decisive model\u2013market alignment yet."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "neutral",
"gap_pp": 4.0,
"key": "neutral",
"label": "Neutral",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 4.0,
"summary": "Neither side shows a decisive model\u2013market alignment yet."
},
"alignment_key": "neutral",
"best_consensus_ev": 0.0556,
"best_outlier_ev": 0.0938,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.2,
"decision_strength_v1": 5.0,
"decision_strength_v2": 5.2,
"decision_type": "NO_SIGNAL",
"execution_confidence": 64,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Hebei Kungfu at 37.0%, compared with a no-vig market probability of 41.0%.",
"why": [
{
"text": "Decision Model identifies Hebei Kungfu as the value side (37.0%)",
"tone": "ok"
},
{
"text": "No decisive market conflict on 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": 4.0,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "No decisive market alignment yet",
"model_conflict_detail": null,
"model_lean": "Hebei Kungfu",
"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 Hebei Kungfu \u00b7 decimal odds ~2.27 (derived from model% \u00d7 (1+EV)) \u00b7 EV +9% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1528724 \u00b7 snapshot=live-render \u00b7 odds\u22482.27 \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 +5.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.6% 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 +5.6% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.2/10 (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 +5.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.2/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "64 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "neutral"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.6% (\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": [
"Neither side shows a decisive model\u2013market alignment yet.",
"Decision strength: 3.2/10",
"Reliability below 65",
"Outlier price +9% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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)",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Neither side shows a decisive model\u2013market alignment yet.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.1108,
"consensus_ev_display": "-11.1%",
"consensus_odds": 2.26,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.4103,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "-4.0 percentage points",
"raw_edge_pp": -4.0,
"raw_implied_prob": 0.4424778761061947,
"raw_signal_ev": -0.1627,
"raw_signal_ev_display": "-16.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
"Low xG separation gap=0.08 (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": 0.08
}
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "Neither side shows a decisive model\u2013market alignment yet.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Hebei Kungfu 1.34 xG vs Dalian Huayi 1.26 \u2192 Hebei Kungfu 37.1%",
"Market Steam: Hebei Kungfu +0.0%"
],
"one_liner": "Model and market both lean Hebei Kungfu with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": null,
"fair_prob": 37.06,
"label": "Hebei Kungfu",
"market_prob": null,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": null,
"fair_prob": 29.63,
"label": "Draw",
"market_prob": null,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": null,
"fair_prob": 33.31,
"label": "Dalian Huayi",
"market_prob": null,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": 4.41,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 43.79,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": -4.41,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 56.21,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": 4.29,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 50.21,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": -4.29,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 49.79,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "",
"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.",
"comparison_available": false,
"comparison_disabled": false,
"comparison_summary": "",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "aligned",
"edge_status": "unknown",
"max_gap_pp": 0.0,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "",
"divergence_level": "aligned",
"divergence_level_label": "Aligned",
"divergence_note": "",
"divergence_tier": "aligned",
"edge_label": "",
"edge_label_key": "",
"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.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Hebei Kungfu",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "\u2014",
"market_direction": {
"label": "No clear directional signal",
"positive": null
},
"market_prob_pct": 41.0,
"model_prob_gap_display": "-3.9 percentage points",
"model_prob_gap_pp": -3.9,
"model_prob_pct": 37.1,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "-3.9 percentage points",
"gap_pp": -3.9,
"label": "High",
"label_key": "mi_fa_pricing_high"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 61,
"reliability_tier": "limited",
"summary": "The model and market both lean Hebei Kungfu, but neither indicates a dominant favourite. Draw and Dalian Huayi remain plausible \u2014 this is a relatively open match.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Pending",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 64,
"tier": "moderate",
"tier_label": "Moderate"
},
"market_compatibility": {
"label": "Market Compatibility",
"note": "Price proximity vs model (inverse of pp gap) \u2014 not the same as a Primary go-ahead. Read alongside Decision Strength and Alignment.",
"score": 80,
"tier": "high",
"tier_label": "High"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 37,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Market Compatibility",
"note": "Price proximity vs model (inverse of pp gap) \u2014 not the same as a Primary go-ahead. Read alongside Decision Strength and Alignment.",
"score": 80,
"tier": "high",
"tier_label": "High"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Hebei Kungfu 1.34 xG vs Dalian Huayi 1.26 \u2192 Hebei Kungfu 37.1%",
"Market Steam: Hebei Kungfu +0.0%"
],
"one_liner": "Model and market both lean Hebei Kungfu 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": false,
"hero_edge_pp": null,
"hero_label": "",
"hero_side": null,
"market_activity": "No meaningful directional movement yet.",
"market_agreement": "unknown",
"market_agreement_label": "\u2014",
"market_interpretation": {},
"market_narrative": {},
"market_source": "closing_1x2",
"max_gap_pp": 0.0,
"model_validation": {
"score_label_key": "mi_mv_pending",
"status": "pending"
},
"model_validation_label": "Pending",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Top two 1X2 outcomes within 3.8 percentage points."
],
"lead_gap_pp": 3.8,
"max_prob_pct": 37.1,
"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": "aligned",
"largest_gap_label": "",
"largest_gap_pp": null,
"lead": "The model and closing market are broadly aligned.",
"level": "aligned",
"max_gap_pp": 0.0,
"title": "Broadly Aligned"
},
"rows": [
{
"difference_pp": null,
"edge_pp": null,
"fair_prob_pct": 37.06,
"is_hero": false,
"label": "Hebei Kungfu",
"market_prob_pct": null,
"side": "home",
"signal_key": "",
"signal_label": ""
},
{
"difference_pp": null,
"edge_pp": null,
"fair_prob_pct": 29.63,
"is_hero": false,
"label": "Draw",
"market_prob_pct": null,
"side": "draw",
"signal_key": "",
"signal_label": ""
},
{
"difference_pp": null,
"edge_pp": null,
"fair_prob_pct": 33.31,
"is_hero": false,
"label": "Dalian Huayi",
"market_prob_pct": null,
"side": "away",
"signal_key": "",
"signal_label": ""
}
],
"status": "unknown",
"status_label": "\u2014",
"steam_note": "",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": "",
"paragraphs": [
"The statistical model leans Hebei Kungfu (37.1%).",
"The model and market both lean Hebei Kungfu, but neither indicates a dominant favourite. Draw and Dalian Huayi remain plausible \u2014 this is a relatively open match."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": null,
"closing_odds": null,
"closing_reason": "Expected before kickoff",
"closing_status": "waiting",
"closing_status_label": "Waiting",
"clv_pending": true,
"clv_pp": null,
"clv_reason": "",
"clv_status": "pending",
"context": "match",
"current_stage": "market_monitoring",
"current_stage_detail": "",
"current_stage_label": "Market monitoring",
"entry_implied_pct": 45.45,
"entry_odds": 2.2,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Pending",
"model_validation_status": "pending",
"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": "pending"
},
{
"detail": "",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "pending"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"show": false
},
"market_overview": {
"breadth_display": "4/9",
"current_odds": 2.2,
"move_display": "+0.0%",
"open_odds": 2.2,
"pick_team": "Hebei Kungfu",
"steam_score": 13,
"steam_team_name": "Hebei Kungfu",
"steam_tier": "C"
},
"premium_teaser": {},
"show": true
},
"match": {
"at2.away_team_slug": "dalian-huayi",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Dalian Huayi",
"away_team_id": 5652,
"away_team_logo": "/static/teams/5652.webp",
"away_team_name": "Dalian Huayi",
"away_team_public_id": "0xfCifLDrO1NIJ",
"away_team_slug": "dalian-huayi",
"country_code": "CN",
"country_display_name": "China",
"country_flag": "/static/images/country/cn.svg",
"country_id": 32,
"country_name": "China",
"fixture_id": 1528724,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "China",
"home_team_display_name": "Hebei Kungfu",
"home_team_id": 17264,
"home_team_logo": "/static/teams/17264.webp",
"home_team_name": "Hebei Kungfu",
"home_team_public_id": "5sp3hTbP1fw1hM",
"home_team_slug": "hebei-kungfu",
"ht.home_team_slug": "hebei-kungfu",
"league_country": "China",
"league_country_display": "China",
"league_display_name": "Liga Satu China",
"league_id": 170,
"league_logo": "/static/leagues/170.webp",
"league_name": "Liga Satu China",
"league_public_id": "0Z8NZOcuHfzq60",
"league_season": 2026,
"match_date": "2026-10-06 11:30:00",
"public_id": "5GuPnGqZ0efcBg",
"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": "Shijiazhuang",
"venue_name": "Yutong International Sports Center"
},
"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": 0.2771,
"best_odd": 3.28,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0141,
"ev": -0.0266,
"implied_prob": 0.2827,
"joint_probs": {
"away": 0.2827,
"draw": 0.307,
"home": 0.4103
},
"model_prob": 0.3335,
"p_final": 0.2968
},
"draw": {
"alpha": 0.295,
"best_odd": 3.02,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0033,
"ev": -0.0826,
"implied_prob": 0.307,
"joint_probs": {
"away": 0.2827,
"draw": 0.307,
"home": 0.4103
},
"model_prob": 0.296,
"p_final": 0.3038
},
"ev_available": true,
"home": {
"alpha": 0.4232,
"best_odd": 2.26,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0168,
"ev": -0.1108,
"implied_prob": 0.4103,
"joint_probs": {
"away": 0.2827,
"draw": 0.307,
"home": 0.4103
},
"model_prob": 0.3705,
"p_final": 0.3935
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 3.28,
"edge": 0.0286,
"ev": 0.0938,
"implied_prob": 0.3049,
"model_prob": 0.3335
},
"draw": {
"best_odd": 3.02,
"edge": -0.0351,
"ev": -0.1061,
"implied_prob": 0.3311,
"model_prob": 0.296
},
"ev_available": true,
"home": {
"best_odd": 2.26,
"edge": -0.0719,
"ev": -0.1626,
"implied_prob": 0.4425,
"model_prob": 0.3705
}
},
"btts": {
"alpha_no": 0.21,
"alpha_yes": 0.21,
"best_no_odd": 1.91,
"best_yes_odd": 1.85,
"btts_ev_mode": "market_first_available",
"edge_no": -0.0429,
"edge_yes": 0.0429,
"ev_available": true,
"ev_no": -0.131,
"ev_no_risk_adj": -0.1033,
"ev_yes": 0.0083,
"ev_yes_risk_adj": -0.0693,
"implied_no": 0.4979,
"implied_yes": 0.5021,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 7,
"no": {
"alpha": 0.21,
"best_odd": 1.83,
"edge": -0.0093,
"ev": -0.1033,
"implied_prob": 0.4993,
"model_prob": 0.455,
"p_final": 0.49
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.21,
"best_odd": 1.825,
"edge": 0.0093,
"ev": -0.0693,
"implied_prob": 0.5007,
"model_prob": 0.545,
"p_final": 0.51
}
},
"n_bookmakers": 7,
"p_final_no": 0.49,
"p_final_yes": 0.51,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.2098,
"alpha_under": 0.2308,
"best_over_odd": 2.19,
"best_under_odd": 1.67,
"consensus_over_odd": 2.1,
"consensus_under_odd": 1.63,
"edge_over": 0.0441,
"edge_under": -0.0441,
"ev_available": true,
"ev_over": 0.0556,
"ev_over_risk_adj": -0.0625,
"ev_under": -0.1349,
"ev_under_risk_adj": -0.0992,
"implied_over": 0.4379,
"implied_over_mf": 0.437,
"implied_under": 0.5621,
"implied_under_mf": 0.563,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 7,
"over": {
"alpha": 0.2098,
"best_odd": 2.1,
"edge": 0.0094,
"ev": -0.0625,
"implied_prob": 0.437,
"model_prob": 0.482,
"p_final": 0.4464
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2308,
"best_odd": 1.63,
"edge": -0.0104,
"ev": -0.0992,
"implied_prob": 0.563,
"model_prob": 0.518,
"p_final": 0.5526
}
},
"n_bookmakers": 7,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.4464,
"p_final_under": 0.5526,
"prediction_confidence": "very_low",
"reliability": "medium"
}
},
"match_regime": {
"action": "avoid",
"code": "no_edge",
"execution_line_key": "pred_regime_exec_no_actionable",
"insight_line_key": "pred_regime_insight_minor_inefficiency",
"stake_mult": 0.0,
"use_split_strip": true
},
"match_tier": "no_bet",
"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": 0.0556,
"best_outlier_ev": 0.0938,
"best_tracked_ev": 0.0556,
"confidence": 5.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.2,
"score_v1_legacy": 5.0,
"score_v2_pre_penalty": 5.2,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.2,
"score_pre_penalty": 5.2
},
"decision_type": "NO_SIGNAL",
"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": "no_bet",
"final_decision": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "neutral",
"gap_pp": 4.0,
"key": "neutral",
"label": "Neutral",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 4.0,
"summary": "Neither side shows a decisive model\u2013market alignment yet."
},
"alignment_key": "neutral",
"best_consensus_ev": 0.0556,
"best_outlier_ev": 0.0938,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.2,
"decision_strength_v1": 5.0,
"decision_strength_v2": 5.2,
"decision_type": "NO_SIGNAL",
"execution_confidence": 64,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Hebei Kungfu at 37.0%, compared with a no-vig market probability of 41.0%.",
"why": [
{
"text": "Decision Model identifies Hebei Kungfu as the value side (37.0%)",
"tone": "ok"
},
{
"text": "No decisive market conflict on 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": 4.0,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "No decisive market alignment yet",
"model_conflict_detail": null,
"model_lean": "Hebei Kungfu",
"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 Hebei Kungfu \u00b7 decimal odds ~2.27 (derived from model% \u00d7 (1+EV)) \u00b7 EV +9% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1528724 \u00b7 snapshot=live-render \u00b7 odds\u22482.27 \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 +5.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.6% 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 +5.6% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.2/10 (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 +5.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.2/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "64 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "neutral"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.6% (\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": [
"Neither side shows a decisive model\u2013market alignment yet.",
"Decision strength: 3.2/10",
"Reliability below 65",
"Outlier price +9% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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)",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Neither side shows a decisive model\u2013market alignment yet.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.1108,
"consensus_ev_display": "-11.1%",
"consensus_odds": 2.26,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.4103,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "-4.0 percentage points",
"raw_edge_pp": -4.0,
"raw_implied_prob": 0.4424778761061947,
"raw_signal_ev": -0.1627,
"raw_signal_ev_display": "-16.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
"Low xG separation gap=0.08 (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": 0.08
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.296,
"max_1x2_prob": 0.3705,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.08
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 2.26,
"decision": "no_bet",
"edge": -0.0168,
"ev": -0.1108,
"implied_prob": 0.4103,
"max_ev_side": "away",
"model_prob": 0.3705,
"side": "home",
"side_label": "Hebei Kungfu"
},
"btts": {
"decision": "small_edge",
"decision_layer": {
"alpha": 0.21,
"available": true,
"consensus_odds": 1.825,
"edge": 0.0093,
"market_prob": 0.5007,
"mode": "market_first_btts",
"model_prob": 0.545,
"n_bookmakers": 7,
"no": {
"alpha": 0.21,
"best_odd": 1.83,
"edge": -0.0093,
"ev": -0.1033,
"implied_prob": 0.4993,
"model_prob": 0.455,
"p_final": 0.49
},
"p_final": 0.51,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0693,
"value_side": "yes",
"yes": {
"alpha": 0.21,
"best_odd": 1.825,
"edge": 0.0093,
"ev": -0.0693,
"implied_prob": 0.5007,
"model_prob": 0.545,
"p_final": 0.51
}
},
"edge": 0.0429,
"ev": 0.0083,
"implied_prob": 0.5021,
"model_prob": 0.545,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2098,
"available": true,
"consensus_odds": 2.1,
"edge": 0.0094,
"market_prob": 0.437,
"mode": "market_first_ou",
"model_prob": 0.482,
"n_bookmakers": 7,
"over": {
"alpha": 0.2098,
"best_odd": 2.1,
"edge": 0.0094,
"ev": -0.0625,
"implied_prob": 0.437,
"model_prob": 0.482,
"p_final": 0.4464
},
"p_final": 0.4464,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0625,
"under": {
"alpha": 0.2308,
"best_odd": 1.63,
"edge": -0.0104,
"ev": -0.0992,
"implied_prob": 0.563,
"model_prob": 0.518,
"p_final": 0.5526
},
"value_side": "over"
},
"edge": 0.0441,
"ev": 0.0556,
"implied_prob": 0.4379,
"model_prob": 0.482,
"side": "over",
"value_side": "over"
}
},
"match_id": 1528724,
"match_regime": {
"action": "optional",
"actionable": true,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0556,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3335,
"draw": 0.296,
"home": 0.3705
},
"reason_codes": [
"no_ev_1x2"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Dalian Huayi",
"home": "Hebei Kungfu"
},
"top_pick": {
"composite_score": 0.018759,
"decision": "value_bet",
"ev": 0.0556,
"implied_prob": 0.4379,
"market": "ou_2_5",
"model_prob": 0.482,
"not_dominant": true,
"primary_strength": "clear",
"risk_band": "medium",
"risk_tier": "primary",
"side": "over",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": -0.1108,
"consensus_ev_display": "-11.1%",
"consensus_odds": 2.26,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.4103,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "-4.0 percentage points",
"raw_edge_pp": -4.0,
"raw_implied_prob": 0.4424778761061947,
"raw_signal_ev": -0.1627,
"raw_signal_ev_display": "-16.3%"
}
}
},
"fixture_id": 1528724,
"generated_at_utc": "2026-10-06T11:00:00.436675+00:00",
"lang_id": "en"
}
Terokai Kandungan Ramalan Lain
Dapatkan Ramalan Premium untuk Hebei Kungfu & Dalian Huayi!
Buka analisis mendalam, tip pertaruhan eksklusif, dan ramalan perlawanan dengan perkhidmatan langganan premium kami.
Langgan Sekarang
Liga Satu China — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Guangzhou E-Power | 24 | 16 | 6 | 2 | 54 |
| 2 | Guangxi Pingguo Haliao | 24 | 13 | 6 | 5 | 45 |
| 3 | Shenzhen Juniors | 24 | 12 | 8 | 4 | 44 |
| 4 | Nantong Zhiyun | 24 | 11 | 9 | 4 | 42 |
| 5 | Shaanxi Union | 24 | 10 | 6 | 8 | 36 |
| 6 | Yanbian Longding | 24 | 9 | 8 | 7 | 35 |
| 7 | Wuxi Wugou | 24 | 9 | 5 | 10 | 32 |
| 8 | Hebei Kungfu | 24 | 8 | 7 | 9 | 31 |
| 9 | Changchun Yatai | 24 | 10 | 3 | 11 | 29 |
| 10 | Ningbo Professional | 24 | 9 | 5 | 10 | 29 |
| 11 | Dalian Huayi | 24 | 7 | 8 | 9 | 29 |
| 12 | Suzhou Dongwu | 24 | 7 | 8 | 9 | 26 |
| 13 | Heilongjiang Lava Spring | 24 | 4 | 11 | 9 | 23 |
| 14 | Nanjing City | 24 | 5 | 6 | 13 | 21 |
| 15 | Meizhou Kejia | 24 | 7 | 3 | 14 | 15 |
| 16 | Dongguan United | 24 | 2 | 7 | 15 | 13 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Guangzhou E-Power | 24 | 48 | 20 | +28 | 54 |
| 2 | Guangxi Pingguo Haliao | 24 | 40 | 26 | +14 | 45 |
| 3 | Shenzhen Juniors | 24 | 39 | 25 | +14 | 44 |
| 4 | Shaanxi Union | 24 | 38 | 26 | +12 | 36 |
| 5 | Changchun Yatai | 24 | 37 | 40 | -3 | 29 |
| 6 | Wuxi Wugou | 24 | 36 | 29 | +7 | 32 |
| 7 | Heilongjiang Lava Spring | 24 | 35 | 46 | -11 | 23 |
| 8 | Nantong Zhiyun | 24 | 33 | 20 | +13 | 42 |
| 9 | Yanbian Longding | 24 | 33 | 27 | +6 | 35 |
| 10 | Dalian Huayi | 24 | 30 | 36 | -6 | 29 |
| 11 | Suzhou Dongwu | 24 | 28 | 33 | -5 | 26 |
| 12 | Ningbo Professional | 24 | 27 | 30 | -3 | 29 |
| 13 | Meizhou Kejia | 24 | 25 | 50 | -25 | 15 |
| 14 | Dongguan United | 24 | 24 | 49 | -25 | 13 |
| 15 | Hebei Kungfu | 24 | 22 | 25 | -3 | 31 |
| 16 | Nanjing City | 24 | 20 | 33 | -13 | 21 |
