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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 Under 2.5 Over 2.5 (4 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Ya ✖ tak betul
- 1X2 Chiangmai United Chiangmai United ✔ Betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 3-1 ✖ tak betul
Validation Report
Immutable Snapshot
Closing Odds
2.26
AI Fair Odds
—
CLV
+0.0%
Final Result
Chiangmai United win · Chiangmai United 3–1 Khon Kaen United
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": {
"ai_fp": {
"away_predicted_xg": 1.29,
"away_win_prob": 0.347,
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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": 2.88,
"fair_odds_away_posterior": null,
"fair_odds_draw": 3.37,
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"fair_odds_home": 2.81,
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"home_predicted_xg": 1.31,
"home_win_prob": 0.3564,
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"over_25_prob": 0.482,
"prediction_confidence": "very_low",
"under_25_prob": 0.518
},
"api_prediction": {
"advice": "Combo Double chance : draw or Khon Kaen United and -2.5 goals",
"main_pick_display": "No Strong Winner Bet",
"percent_away": "45%",
"percent_draw": "45%",
"percent_home": "10%",
"winner_name": "Khon Kaen United"
},
"away_xg": 1.29,
"betting_insight": {
"bet_label": "Chiangmai United",
"confidence": null,
"main_pick_meta": {
"confidence": "low",
"display_text": "No Strong Winner Bet",
"edge": 0.0305,
"edge_gap": 0.0087,
"market": "1X2",
"market_prob": 0.3255,
"model_prob": 0.3559,
"pick_type": "no_strong",
"probabilities": {
"away": 34.7,
"draw": 29.7,
"home": 35.6
},
"reason": "No clear edge in 1X2 market",
"selection": null,
"selection_name": null
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 2.78
}
],
"risk_color": null,
"risk_key": null,
"stacked_market": null,
"value_bet": {
"best_odds": 2.78,
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"display_market": "Chiangmai United Win",
"is_value": false,
"label": "Home",
"market_fair_odds": 3.07,
"market_odds": 2.78,
"model_odds": 2.81,
"overround": 10.5,
"prob_edge": -0.4,
"value_pct": -1.1,
"value_rating": "no_value"
}
},
"betting_markets": {
"btts": {
"away_clean_sheet": 1,
"away_failed_to_score": 0,
"away_played": 1,
"away_score_rate": 72.5,
"home_clean_sheet": 0,
"home_failed_to_score": 1,
"home_played": 1,
"home_score_rate": 73.0,
"no_prob": 45.5,
"pick": "No",
"pick_prob": 54.5,
"source": "xG_dc",
"strong_pick": true,
"yes_prob": 54.5
},
"correct_score": {
"away_expected": 1.29,
"home_expected": 1.31,
"scores": [
{
"away": 1,
"home": 1,
"label": "1-1",
"prob": 12.6
},
{
"away": 0,
"home": 1,
"label": "1-0",
"prob": 9.7
},
{
"away": 1,
"home": 0,
"label": "0-1",
"prob": 9.6
},
{
"away": 1,
"home": 2,
"label": "2-1",
"prob": 8.2
},
{
"away": 2,
"home": 1,
"label": "1-2",
"prob": 8.1
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Chiangmai United or Draw",
"prob": 65.2
},
{
"key": "12",
"label": "Chiangmai United or Khon Kaen United",
"prob": 70.3
},
{
"key": "X2",
"label": "Draw or Khon Kaen United",
"prob": 64.3
}
],
"pick_key": "12",
"pick_label": "Chiangmai United or Khon Kaen United",
"pick_prob": 70.3
},
"match_winner": {
"away_pct": 34.7,
"draw_pct": 29.6,
"home_pct": 35.6,
"lean_key": "home",
"lean_label": "Chiangmai United"
},
"over_under": {
"api_hint": "-2.5",
"avg_total": 2.6,
"away_avg_scored": 1.0,
"confidence": "low",
"home_avg_scored": 0.0,
"over_prob": 48.2,
"pick": "Under 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": -1.1,
"implied_prob": 36.0,
"is_value": false,
"label": "Home",
"market": "Chiangmai United Win",
"model_prob": 35.6,
"odds": 2.78
}
},
"closing_line_bundle": {
"away_team": "Khon Kaen United",
"closing_1x2_probs_pct": {
"away": 40.04,
"draw": 27.42,
"home": 32.55
},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE1",
"closing_fetched_at": "2026-09-15 10:59:02",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-09-15 10:29:02",
"has_data": true,
"home_team": "Chiangmai United",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
"model_vs_closing": [
{
"closing_implied_pct": 32.55,
"gap_pp": 3.05,
"kind": "1x2_h",
"model_pct": 35.59
},
{
"closing_implied_pct": 27.42,
"gap_pp": 2.26,
"kind": "1x2_d",
"model_pct": 29.68
},
{
"closing_implied_pct": 40.04,
"gap_pp": -5.31,
"kind": "1x2_a",
"model_pct": 34.73
},
{
"closing_implied_pct": 55.32,
"gap_pp": -7.12,
"kind": "ou_o",
"model_pct": 48.2
},
{
"closing_implied_pct": 44.68,
"gap_pp": 7.12,
"kind": "ou_u",
"model_pct": 51.8
}
],
"movement": [
{
"closing": 2.78,
"early": 2.78,
"implied_closing_pct": 32.55,
"implied_delta_pp": 0.0,
"implied_early_pct": 32.55,
"kind": "1x2_h"
},
{
"closing": 3.3,
"early": 3.3,
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"implied_delta_pp": 0.0,
"implied_early_pct": 27.42,
"kind": "1x2_d"
},
{
"closing": 2.26,
"early": 2.26,
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"kind": "1x2_a"
},
{
"closing": 1.68,
"early": 1.68,
"implied_closing_pct": 55.32,
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"kind": "ou_o"
},
{
"closing": 2.08,
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"implied_early_pct": 44.68,
"kind": "ou_u"
}
],
"movement_negligible": true,
"same_bookmaker": true,
"top_value_gap": {
"gap_pp": 7.1,
"kind": "ou_u"
}
},
"correct_score_insight": {
"best_value": null,
"lean_card": {
"diff_pp": -1.7,
"ev": -0.118,
"has_edge": false,
"label": "1-1",
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"market_prob": 0.1429,
"market_prob_pct": 14.3,
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"model_prob_pct": 12.6,
"n_bookmakers": 5,
"status_key": "no_value"
},
"most_likely": {
"label": "1-1",
"prob": 12.6
},
"top5": [
{
"label": "1-1",
"prob": 12.6
},
{
"label": "1-0",
"prob": 9.7
},
{
"label": "0-1",
"prob": 9.6
},
{
"label": "2-1",
"prob": 8.2
},
{
"label": "1-2",
"prob": 8.1
}
]
},
"home_xg": 1.31,
"homepage_pick": null,
"market_cards": [
{
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"alpha": 0.2034,
"available": true,
"consensus_odds": 2.02,
"edge": 0.013,
"edge_pp": 1.3,
"market_prob": 0.4541,
"mode": "market_first_ou",
"model_prob": 0.518,
"n_bookmakers": 7,
"over": {
"alpha": 0.2238,
"best_odd": 1.68,
"edge": -0.0143,
"ev": -0.1068,
"implied_prob": 0.5459,
"model_prob": 0.482,
"p_final": 0.5316
},
"p_final": 0.4671,
"prediction_confidence": "very_low",
"raw_edge_pp": 6.4,
"raw_signal_ev": 0.0464,
"risk_adj_ev": -0.0565,
"under": {
"alpha": 0.2034,
"best_odd": 2.02,
"edge": 0.013,
"ev": -0.0565,
"implied_prob": 0.4541,
"model_prob": 0.518,
"p_final": 0.4671
},
"value_side": "under"
},
"ev_available": true,
"ev_over": -0.1565,
"ev_over_display": {
"capped": false,
"raw_pct": -15.7,
"text": "-15.7%"
},
"ev_under": 0.0878,
"ev_under_display": {
"capped": false,
"raw_pct": 8.8,
"text": "+8.8%"
},
"featured": true,
"id": "ou_2_5",
"max_ev": 0.0878,
"n_bookmakers": 7,
"over_prob": 48.2,
"sort_key": 10229.02,
"tier": "best",
"under_prob": 51.8,
"value_side": "under"
},
{
"decision": "small_edge",
"decision_layer": {
"alpha": 0.1674,
"available": true,
"consensus_odds": 2.245,
"edge": 0.0078,
"edge_pp": 0.8,
"market_prob": 0.4084,
"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 5,
"no": {
"alpha": 0.1674,
"best_odd": 2.245,
"edge": 0.0078,
"ev": -0.0656,
"implied_prob": 0.4084,
"model_prob": 0.455,
"p_final": 0.4162
},
"p_final": 0.4162,
"prediction_confidence": "very_low",
"raw_edge_pp": 4.7,
"raw_signal_ev": 0.0215,
"risk_adj_ev": -0.0656,
"value_side": "no",
"yes": {
"alpha": 0.2302,
"best_odd": 1.55,
"edge": -0.0107,
"ev": -0.0997,
"implied_prob": 0.5916,
"model_prob": 0.545,
"p_final": 0.5808
}
},
"ev_available": true,
"ev_no": 0.0237,
"ev_no_display": {
"capped": false,
"raw_pct": 2.4,
"text": "+2.4%"
},
"ev_yes": -0.1443,
"ev_yes_display": {
"capped": false,
"raw_pct": -14.4,
"text": "-14.4%"
},
"featured": false,
"id": "btts",
"max_ev": 0.0237,
"n_bookmakers": 5,
"no_prob": 45.5,
"sort_key": 5218.96,
"tier": "lean",
"value_side": "no",
"yes_prob": 54.5
},
{
"authority_action": "primary",
"consensus_odds": 2.78,
"decision": "no_bet",
"disagreement_label": "Normal",
"disagreement_level": "normal",
"ev": -0.0588,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": -5.9,
"text": "-5.9%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.3255,
"is_extreme_disagreement": false,
"max_ev": -0.0588,
"max_ev_display": {
"capped": false,
"raw_pct": -5.9,
"text": "-5.9%"
},
"model_prob": 0.3559,
"raw_edge_display": "+3.0 percentage points",
"raw_edge_pp": 3.0,
"raw_signal_ev": -0.0106,
"raw_signal_ev_display": "-1.1%",
"show_primary_label": true,
"side_label": "Chiangmai United",
"sort_key": 1785.3,
"tier": "bad_ev"
},
{
"featured": false,
"id": "correct_score",
"sort_key": 817.8,
"tier": "risk",
"top_label": "1-1",
"top_prob": 12.6
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "8/8",
"alert_breadth_note": "8/8 sportsbooks confirmed",
"alert_move": "\u2191 +16.1%",
"alert_team": "Khon Kaen United",
"alert_title": "Sharp Money Alert",
"divergence_pp": 5.3,
"has_alert": true,
"hero_edge_pp": -5.34,
"hero_label": "Khon Kaen United",
"market_prob_pct": 32.5,
"market_team": "Khon Kaen United",
"model_prob_pct": 35.6,
"model_team": "Chiangmai United",
"show": true,
"status_icon": "\u2713",
"status_key": "aligned",
"status_label": "Reliable prediction",
"status_line": "Direction aligned; check pricing gap separately",
"steam_score": 79,
"steam_subtitle": "Strong multi-book steam",
"steam_tier": "A+",
"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": "conflict",
"gap_pp": 5.3,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 5.3,
"summary": "Model and market currently agree on the stronger side (Chiangmai United)."
},
"authority": {
"action": "primary",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 5.3,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 5.3,
"summary": "Model and market currently agree on the stronger side (Chiangmai United)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0878,
"best_outlier_ev": 0.0878,
"confidence_band": "Moderate",
"decision_strength": 5.5,
"decision_strength_v1": 5.5,
"decision_strength_v2": 7.5,
"decision_type": "PRIMARY",
"execution_confidence": 93,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Compare best available odds before sizing.",
"action_label": "Action",
"decision": "Primary Bet",
"is_primary": true,
"snapshot": "The Decision Model estimates Chiangmai United at 35.6%, compared with a no-vig market probability of 32.6%.",
"why": [
{
"text": "Decision Model identifies Chiangmai United as the value side (35.6%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Consensus EV, reliability/execution, and calibration cleared Primary gates",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 3.0,
"gates_failed": [],
"has_top_pick": true,
"headline": "Primary Bet",
"hero_mode": "default",
"icon": "\u2713",
"label": "Primary Bet \u2014 Market-confirmed value",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Chiangmai United",
"no_primary_reasons": null,
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": true,
"primary_block_explain": null,
"primary_gate_checklist": "Gate checklist: Consensus EV +8.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u2705 \u2192 Primary eligible. Decision Strength 5.5/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +8.8% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary eligible \u00b7 Decision Strength 5.5/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "89 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": true,
"value": "93 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+8.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 8,
"total": 8
},
"primary_type": "market_confirmed",
"reasons": [
"Model and market currently agree on the stronger side (Chiangmai United).",
"Decision strength: 5.5/10"
],
"reliability_score": 89,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Market-confirmed consensus value \u2014 steam supports the model lean. Size carefully.",
"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": "actionable",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0588,
"consensus_ev_display": "-5.9%",
"consensus_odds": 2.78,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.3255,
"is_extreme_disagreement": false,
"model_prob": 0.3559,
"raw_edge_display": "+3.0 percentage points",
"raw_edge_pp": 3.0,
"raw_implied_prob": 0.3597122302158274,
"raw_signal_ev": -0.0106,
"raw_signal_ev_display": "-1.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -3.0,
"reasons": [
"Low xG separation gap=0.02 (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": 0.02
}
}
},
"bet_status": "primary",
"books_breadth_display": "8/8",
"breadth_ratio": 1.0,
"evidence": {
"score": 88,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "\u2713",
"key": "market_agreement",
"label": "Direction agrees with model lean",
"status": "pass"
},
{
"icon": "\u2713",
"key": "steam",
"label": "Market drift supports model side (direction only \u2014 not pricing convergence)",
"status": "pass"
},
{
"icon": "\u2713",
"key": "validation",
"label": "Validation passed",
"status": "pass"
}
],
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Pass",
"tone": "ok"
},
{
"key": "steam",
"label": "Market drift aligns with model",
"tone": "ok"
}
],
"parts": {
"alignment": 22.3,
"data_quality": 12.0,
"market_coverage": 10.0,
"steam_coherence": 10.0,
"validation": 30.0
},
"score": 89,
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"lean_gap_pp": 5.34,
"market_agreement": "strong",
"max_gap_pp": 5.34,
"model_calibration": {
"away_xg": 1.29,
"calibration_status": "ok",
"deviation_pct": -3.0,
"elevated": false,
"home_xg": 1.31,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.31,
"status_label": "Within typical league range",
"summary": "Home xG 1.31 \u00b7 Away xG 1.29 \u00b7 League avg 1.35 \u00b7 Peak deviation -3%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "pass",
"odds_delta_pct": 16.1,
"steam_conflicts": false,
"steam_move_display": "\u2191 +16.1%",
"steam_team": "Khon Kaen United",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 93,
"tier": "high",
"tier_label": "High"
},
"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": 85,
"tier": "high",
"tier_label": "High"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 35,
"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": 85,
"tier": "high",
"tier_label": "High"
},
"recommendation": {
"action": "primary",
"label": "Primary Bet"
}
},
"verdict": {
"agree_note": "Model and market currently agree on the stronger side (Chiangmai United).",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 5.3,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 5.3,
"summary": "Model and market currently agree on the stronger side (Chiangmai United)."
},
"authority": {
"action": "primary",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 5.3,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 5.3,
"summary": "Model and market currently agree on the stronger side (Chiangmai United)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0878,
"best_outlier_ev": 0.0878,
"confidence_band": "Moderate",
"decision_strength": 5.5,
"decision_strength_v1": 5.5,
"decision_strength_v2": 7.5,
"decision_type": "PRIMARY",
"execution_confidence": 93,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Compare best available odds before sizing.",
"action_label": "Action",
"decision": "Primary Bet",
"is_primary": true,
"snapshot": "The Decision Model estimates Chiangmai United at 35.6%, compared with a no-vig market probability of 32.6%.",
"why": [
{
"text": "Decision Model identifies Chiangmai United as the value side (35.6%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Consensus EV, reliability/execution, and calibration cleared Primary gates",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 3.0,
"gates_failed": [],
"has_top_pick": true,
"headline": "Primary Bet",
"hero_mode": "default",
"icon": "\u2713",
"label": "Primary Bet \u2014 Market-confirmed value",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Chiangmai United",
"no_primary_reasons": null,
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": true,
"primary_block_explain": null,
"primary_gate_checklist": "Gate checklist: Consensus EV +8.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u2705 \u2192 Primary eligible. Decision Strength 5.5/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +8.8% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary eligible \u00b7 Decision Strength 5.5/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "89 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": true,
"value": "93 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+8.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 8,
"total": 8
},
"primary_type": "market_confirmed",
"reasons": [
"Model and market currently agree on the stronger side (Chiangmai United).",
"Decision strength: 5.5/10"
],
"reliability_score": 89,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Market-confirmed consensus value \u2014 steam supports the model lean. Size carefully.",
"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": "actionable",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0588,
"consensus_ev_display": "-5.9%",
"consensus_odds": 2.78,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.3255,
"is_extreme_disagreement": false,
"model_prob": 0.3559,
"raw_edge_display": "+3.0 percentage points",
"raw_edge_pp": 3.0,
"raw_implied_prob": 0.3597122302158274,
"raw_signal_ev": -0.0106,
"raw_signal_ev_display": "-1.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -3.0,
"reasons": [
"Low xG separation gap=0.02 (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": 0.02
}
}
},
"headline": "Primary Bet",
"icon": "\u2713",
"label": "Primary Bet \u2014 Market-confirmed value",
"subline": "Market-confirmed consensus value \u2014 steam supports the model lean. Size carefully.",
"tier": "actionable"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Chiangmai United 1.31 xG vs Khon Kaen United 1.29 \u2192 Chiangmai United 35.6%",
"Market: Khon Kaen United ~32.5% implied",
"Market Drift: Khon Kaen United odds \u2191 +16.1%"
],
"one_liner": "Model and market both lean Chiangmai United with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 3.09,
"fair_prob": 35.64,
"label": "Chiangmai United",
"market_prob": 32.55,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 2.23,
"fair_prob": 29.65,
"label": "Draw",
"market_prob": 27.42,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -5.34,
"fair_prob": 34.7,
"label": "Khon Kaen United",
"market_prob": 40.04,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -6.49,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 54.69,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 6.49,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 45.31,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -4.52,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 59.02,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 4.52,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 40.98,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "mild_disagreement",
"edge_pp": -5.34,
"fair_prob_pct": 34.7,
"hero_side": "away",
"hero_team_name": "Khon Kaen United",
"market_prob_pct": 40.04,
"status": "market_ahead",
"steam_team_name": "Khon Kaen United"
},
"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 Khon Kaen United\u0027s win probability at 40.0%, compared with the model\u0027s estimate of 34.7%, a difference of 5.3 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": "moderate",
"edge_status": "market_ahead",
"max_gap_pp": 5.34,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "Moderate model-market divergence",
"divergence_level": "moderate",
"divergence_level_label": "Moderate divergence",
"divergence_note": "Fair estimate and market pricing differ modestly. Monitor before kickoff.",
"divergence_tier": "moderate",
"edge_label": "Mild disagreement",
"edge_label_key": "mild_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": "Chiangmai United",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Strong",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 32.5,
"model_prob_gap_display": "+3.1 percentage points",
"model_prob_gap_pp": 3.1,
"model_prob_pct": 35.6,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+3.1 percentage points",
"gap_pp": 3.1,
"label": "High",
"label_key": "mi_fa_pricing_high"
},
"reliability_headline": "High reliability",
"reliability_icon": "\u2713",
"reliability_score": 89,
"reliability_tier": "high",
"summary": "Chiangmai United \u2014 market direction supports the model lean.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Pass",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 93,
"tier": "high",
"tier_label": "High"
},
"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": 85,
"tier": "high",
"tier_label": "High"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 35,
"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": 85,
"tier": "high",
"tier_label": "High"
},
"recommendation": {
"action": "primary",
"label": "Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Chiangmai United 1.31 xG vs Khon Kaen United 1.29 \u2192 Chiangmai United 35.6%",
"Market: Khon Kaen United ~32.5% implied",
"Market Drift: Khon Kaen United odds \u2191 +16.1%"
],
"one_liner": "Model and market both lean Chiangmai United 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": -5.34,
"hero_label": "Khon Kaen United",
"hero_side": "away",
"market_activity": "Khon Kaen United odds lengthened \u2191 +16.1%.",
"market_agreement": "strong",
"market_agreement_label": "Strong",
"market_interpretation": {
"bullets": [
"Monitor line movement before kickoff \u2014 not a betting recommendation."
],
"follow_up": "",
"gap_tier": "mild",
"lead": "The market and model broadly agree on Khon Kaen United. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.",
"note": "Market activity aligns with the largest pricing gap on Khon Kaen United.",
"paragraphs": [
"The market and model broadly agree on Khon Kaen United. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.",
"Market activity aligns with the largest pricing gap on Khon Kaen United."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market still prices Khon Kaen United above the current fair estimate.",
"Recent line movement on Khon Kaen United (\u2191 +16.1%) aligns with the pricing gap.",
"Broad sportsbook alignment (8/8) supports the current market view on Khon Kaen United."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 5.34,
"model_validation": {
"score_label_key": "mi_mv_pass",
"status": "pass"
},
"model_validation_label": "Pass",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Top two 1X2 outcomes within 0.9 percentage points."
],
"lead_gap_pp": 0.9,
"max_prob_pct": 35.6,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "low",
"tier_label": "Low"
},
"outcome_separation_label": "Low",
"overall_assessment": {
"badge_class": "moderate",
"largest_gap_label": "Khon Kaen United",
"largest_gap_pp": -5.3,
"lead": "The closing market prices Khon Kaen United higher than the statistical model.",
"level": "moderate",
"max_gap_pp": 5.3,
"title": "Moderate Disagreement"
},
"rows": [
{
"difference_pp": 3.09,
"edge_pp": 3.09,
"fair_prob_pct": 35.64,
"is_hero": false,
"label": "Chiangmai United",
"market_prob_pct": 32.55,
"side": "home",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 2.23,
"edge_pp": 2.23,
"fair_prob_pct": 29.65,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 27.42,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": -5.34,
"edge_pp": -5.34,
"fair_prob_pct": 34.7,
"is_hero": true,
"label": "Khon Kaen United",
"market_prob_pct": 40.04,
"side": "away",
"signal_key": "market_higher",
"signal_label": "Market Higher"
}
],
"status": "market_ahead",
"status_label": "Market Ahead",
"steam_note": "Market activity aligns with the largest pricing gap on Khon Kaen United.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Khon Kaen United (32.5%).",
"However, Khon Kaen United has seen one of the strongest multi-book drifts of the day (\u2191 +16.1%, 8/8) \u2014 odds lengthened, not shortened.",
"This creates a conflict: Model \u2192 Chiangmai United, Market \u2192 Khon Kaen United, while Khon Kaen United odds drifted longer (market fade).",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 44.25,
"closing_odds": 2.26,
"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": 44.25,
"entry_odds": 2.26,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Pass",
"model_validation_status": "pass",
"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": "done"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 8,
"books_reacting_detail": [
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +16.1%",
"odds_delta_pct": 16.1
},
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2191 +12.2%",
"odds_delta_pct": 12.2
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2191 +7.1%",
"odds_delta_pct": 7.1
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2191 +7.1%",
"odds_delta_pct": 7.1
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2191 +7.1%",
"odds_delta_pct": 7.1
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2191 +5.3%",
"odds_delta_pct": 5.3
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2191 +5.2%",
"odds_delta_pct": 5.2
},
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2191 +4.8%",
"odds_delta_pct": 4.8
}
],
"books_total": 8,
"breadth_display": "8/8",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 2.38,
"is_drift": true,
"move_context": "Largest move today",
"move_display": "\u2191 +16.1%",
"move_pct_abs": 16.1,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 16h 49m",
"narrative_paragraphs": [
"8/8 books lengthened Khon Kaen United together (16.1% drift, score 79) \u2014 broad market fade, not a single-book blip.",
"Broad multi-book drift \u2014 odds lengthened across sportsbooks (market fade)."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 16.1,
"odds_path": {
"chart_y_labels": [
"2.38",
"2.21",
"2.05"
],
"display": "2.38 \u2192 2.05 \u2192 2.38",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 16h 49m",
"pick_team": "Khon Kaen United",
"points": [
{
"label_key": "open",
"value": "2.38"
},
{
"label_key": "extreme",
"value": "2.05"
},
{
"label_key": "current",
"value": "2.38"
}
],
"sparkline_points": [
2.05,
2.26,
2.38
],
"sparkline_polyline": "0.0,18.0 28.0,6.5 56.0,0.0",
"sparkline_trend": "up",
"sparkline_trend_label": "One-way rise",
"summary_boxes": [
{
"label_key": "open",
"value": "2.05"
},
{
"label_key": "low",
"value": "2.05"
},
{
"label_key": "high",
"value": "2.38"
},
{
"label_key": "current",
"value": "2.38"
}
]
},
"open_odds": 2.05,
"page_alert_line": "Market drift alert: Khon Kaen United odds \u2191 +16.1% \u2014 pricing moves against this side",
"phase_label": "Market drift",
"phase_tip": "Broad lengthening \u2014 market pricing moves against the tracked side.",
"pick_team": "Khon Kaen United",
"ref_book": "Bet365",
"seo_title_alert": "Market drift alert: Khon Kaen United odds \u2191 +16.1% \u2014 pricing moves against this side",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "fade",
"signal_icon": "\ud83d\udcc9",
"signal_impact": {
"current_odds": 2.38,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +16.1%",
"open_odds": 2.05,
"summary": "Broad market drift supports the same direction as the model lean.",
"team": "Khon Kaen United",
"tone": "with"
},
"signal_key": "strong_drift",
"signal_label": "Strong drift",
"steam_score": 79,
"steam_subtitle": "Strong multi-book steam",
"steam_tier": "A+",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "8/8",
"current_odds": 2.38,
"move_display": "\u2191 +16.1%",
"open_odds": 2.05,
"pick_team": "Khon Kaen United",
"steam_score": 79,
"steam_team_name": "Khon Kaen United",
"steam_tier": "A+"
},
"premium_teaser": {
"current_divergence_pp": 5.3,
"divergence_label": "Current divergence",
"title": "Premium Market Intelligence",
"unlock_items": [
"Historical similar matches",
"Closing odds analysis",
"CLV tracking",
"Sharp money signals",
"Market efficiency rating",
"Historical model vs market results"
],
"unlock_label": "Unlock"
},
"show": true
},
"match": {
"at2.away_team_slug": "khon-kaen-united",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Khon Kaen United",
"away_team_id": 10086,
"away_team_logo": "/static/teams/10086.webp",
"away_team_name": "Khon Kaen United",
"away_team_public_id": "2s0jZlPYmqdaTa",
"away_team_slug": "khon-kaen-united",
"country_code": "TH",
"country_display_name": "Thailand",
"country_flag": "/static/images/country/th.svg",
"country_id": 153,
"country_name": "Thailand",
"fixture_id": 1602664,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Thailand",
"home_team_display_name": "Chiangmai United",
"home_team_id": 2863,
"home_team_logo": "/static/teams/2863.webp",
"home_team_name": "Chiangmai United",
"home_team_public_id": "36GgUJpbvesvoy",
"home_team_slug": "chiangmai-united",
"ht.home_team_slug": "chiangmai-united",
"league_country": "Thailand",
"league_country_display": "Thailand",
"league_display_name": "Liga Thai 2",
"league_id": 297,
"league_logo": "/static/leagues/297.webp",
"league_name": "Liga Thai 2",
"league_public_id": "1HpDS7C9ROuazl",
"league_season": 2026,
"match_date": "2026-09-15 11:00:00",
"public_id": "1K2TSQ22arNBTw",
"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": "Chiang Mai",
"venue_name": "700th Anniversary Stadium"
},
"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": 0.4142,
"best_odd": 2.26,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.022,
"ev": -0.1449,
"implied_prob": 0.4004,
"joint_probs": {
"away": 0.4004,
"draw": 0.2742,
"home": 0.3255
},
"model_prob": 0.3473,
"p_final": 0.3784
},
"draw": {
"alpha": 0.2898,
"best_odd": 3.3,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0066,
"ev": -0.0736,
"implied_prob": 0.2742,
"joint_probs": {
"away": 0.4004,
"draw": 0.2742,
"home": 0.3255
},
"model_prob": 0.2968,
"p_final": 0.2807
},
"ev_available": true,
"home": {
"alpha": 0.4294,
"best_odd": 2.78,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0131,
"ev": -0.0588,
"implied_prob": 0.3255,
"joint_probs": {
"away": 0.4004,
"draw": 0.2742,
"home": 0.3255
},
"model_prob": 0.3559,
"p_final": 0.3385
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 2.26,
"edge": -0.0952,
"ev": -0.2151,
"implied_prob": 0.4425,
"model_prob": 0.3473
},
"draw": {
"best_odd": 3.3,
"edge": -0.0062,
"ev": -0.0206,
"implied_prob": 0.303,
"model_prob": 0.2968
},
"ev_available": true,
"home": {
"best_odd": 2.78,
"edge": -0.0038,
"ev": -0.0105,
"implied_prob": 0.3597,
"model_prob": 0.3559
}
},
"btts": {
"alpha_no": 0.1674,
"alpha_yes": 0.2302,
"best_no_odd": 2.25,
"best_yes_odd": 1.57,
"btts_ev_mode": "market_first_available",
"edge_no": 0.0452,
"edge_yes": -0.0452,
"ev_available": true,
"ev_no": 0.0237,
"ev_no_risk_adj": -0.0656,
"ev_yes": -0.1443,
"ev_yes_risk_adj": -0.0997,
"implied_no": 0.4098,
"implied_yes": 0.5902,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 5,
"no": {
"alpha": 0.1674,
"best_odd": 2.245,
"edge": 0.0078,
"ev": -0.0656,
"implied_prob": 0.4084,
"model_prob": 0.455,
"p_final": 0.4162
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.2302,
"best_odd": 1.55,
"edge": -0.0107,
"ev": -0.0997,
"implied_prob": 0.5916,
"model_prob": 0.545,
"p_final": 0.5808
}
},
"n_bookmakers": 5,
"p_final_no": 0.4162,
"p_final_yes": 0.5808,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.2238,
"alpha_under": 0.2034,
"best_over_odd": 1.75,
"best_under_odd": 2.1,
"consensus_over_odd": 1.68,
"consensus_under_odd": 2.02,
"edge_over": -0.0649,
"edge_under": 0.0649,
"ev_available": true,
"ev_over": -0.1565,
"ev_over_risk_adj": -0.1068,
"ev_under": 0.0878,
"ev_under_risk_adj": -0.0565,
"implied_over": 0.5469,
"implied_over_mf": 0.5459,
"implied_under": 0.4531,
"implied_under_mf": 0.4541,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 7,
"over": {
"alpha": 0.2238,
"best_odd": 1.68,
"edge": -0.0143,
"ev": -0.1068,
"implied_prob": 0.5459,
"model_prob": 0.482,
"p_final": 0.5316
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2034,
"best_odd": 2.02,
"edge": 0.013,
"ev": -0.0565,
"implied_prob": 0.4541,
"model_prob": 0.518,
"p_final": 0.4671
}
},
"n_bookmakers": 7,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.5316,
"p_final_under": 0.4671,
"prediction_confidence": "very_low",
"reliability": "medium"
}
},
"match_tier": "value_game",
"min_ev": 0.02,
"total_xg": 2.6,
"variance_flag": false
},
"unified_decision": {
"actionable_ev_threshold": 0.02,
"algorithm": {
"enabled_since": "2026-05-26",
"game_typing_module": true,
"version": "2.5.0"
},
"balanced_alternative": null,
"best_consensus_ev": 0.0878,
"best_outlier_ev": 0.0878,
"best_tracked_ev": 0.0878,
"confidence": 5.5,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50",
"pred_conf_v1_multi_ev_lines"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)",
"Two or more valid +EV lines at threshold (+0.5)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 5.5,
"score_v1_legacy": 5.5,
"score_v2_pre_penalty": 7.5,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 5.5,
"score_pre_penalty": 7.5
},
"decision_type": "PRIMARY",
"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": "primary",
"final_decision": {
"action": "primary",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 5.3,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 5.3,
"summary": "Model and market currently agree on the stronger side (Chiangmai United)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0878,
"best_outlier_ev": 0.0878,
"confidence_band": "Moderate",
"decision_strength": 5.5,
"decision_strength_v1": 5.5,
"decision_strength_v2": 7.5,
"decision_type": "PRIMARY",
"execution_confidence": 93,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Compare best available odds before sizing.",
"action_label": "Action",
"decision": "Primary Bet",
"is_primary": true,
"snapshot": "The Decision Model estimates Chiangmai United at 35.6%, compared with a no-vig market probability of 32.6%.",
"why": [
{
"text": "Decision Model identifies Chiangmai United as the value side (35.6%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Consensus EV, reliability/execution, and calibration cleared Primary gates",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 3.0,
"gates_failed": [],
"has_top_pick": true,
"headline": "Primary Bet",
"hero_mode": "default",
"icon": "\u2713",
"label": "Primary Bet \u2014 Market-confirmed value",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Chiangmai United",
"no_primary_reasons": null,
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": true,
"primary_block_explain": null,
"primary_gate_checklist": "Gate checklist: Consensus EV +8.8% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u2705 \u2192 Primary eligible. Decision Strength 5.5/10 (explain only, not a Primary gate). If you still act under hard block: example stake 0.10\u20130.20% bankroll (never Primary).",
"primary_gate_snapshot": "Primary Gate Snapshot: Consensus EV +8.8% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary eligible \u00b7 Decision Strength 5.5/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "89 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": true,
"value": "93 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+8.8% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 8,
"total": 8
},
"primary_type": "market_confirmed",
"reasons": [
"Model and market currently agree on the stronger side (Chiangmai United).",
"Decision strength: 5.5/10"
],
"reliability_score": 89,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Market-confirmed consensus value \u2014 steam supports the model lean. Size carefully.",
"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": "actionable",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0588,
"consensus_ev_display": "-5.9%",
"consensus_odds": 2.78,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.3255,
"is_extreme_disagreement": false,
"model_prob": 0.3559,
"raw_edge_display": "+3.0 percentage points",
"raw_edge_pp": 3.0,
"raw_implied_prob": 0.3597122302158274,
"raw_signal_ev": -0.0106,
"raw_signal_ev_display": "-1.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -3.0,
"reasons": [
"Low xG separation gap=0.02 (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": 0.02
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.2968,
"max_1x2_prob": 0.3559,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.02
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 2.78,
"decision": "no_bet",
"edge": 0.0131,
"ev": -0.0588,
"implied_prob": 0.3255,
"max_ev_side": "home",
"model_prob": 0.3559,
"side": "home",
"side_label": "Chiangmai United"
},
"btts": {
"decision": "small_edge",
"decision_layer": {
"alpha": 0.1674,
"available": true,
"consensus_odds": 2.245,
"edge": 0.0078,
"market_prob": 0.4084,
"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 5,
"no": {
"alpha": 0.1674,
"best_odd": 2.245,
"edge": 0.0078,
"ev": -0.0656,
"implied_prob": 0.4084,
"model_prob": 0.455,
"p_final": 0.4162
},
"p_final": 0.4162,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0656,
"value_side": "no",
"yes": {
"alpha": 0.2302,
"best_odd": 1.55,
"edge": -0.0107,
"ev": -0.0997,
"implied_prob": 0.5916,
"model_prob": 0.545,
"p_final": 0.5808
}
},
"edge": 0.0452,
"ev": 0.0237,
"implied_prob": 0.4098,
"model_prob": 0.455,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2034,
"available": true,
"consensus_odds": 2.02,
"edge": 0.013,
"market_prob": 0.4541,
"mode": "market_first_ou",
"model_prob": 0.518,
"n_bookmakers": 7,
"over": {
"alpha": 0.2238,
"best_odd": 1.68,
"edge": -0.0143,
"ev": -0.1068,
"implied_prob": 0.5459,
"model_prob": 0.482,
"p_final": 0.5316
},
"p_final": 0.4671,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0565,
"under": {
"alpha": 0.2034,
"best_odd": 2.02,
"edge": 0.013,
"ev": -0.0565,
"implied_prob": 0.4541,
"model_prob": 0.518,
"p_final": 0.4671
},
"value_side": "under"
},
"edge": 0.0649,
"ev": 0.0878,
"implied_prob": 0.4531,
"model_prob": 0.518,
"side": "under",
"value_side": "under"
}
},
"match_id": 1602664,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0878,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3473,
"draw": 0.2968,
"home": 0.3559
},
"reason_codes": [
"no_ev_1x2"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": true,
"suppressed_primary": null,
"teams": {
"away": "Khon Kaen United",
"home": "Chiangmai United"
},
"top_pick": {
"composite_score": 0.031836,
"decision": "value_bet",
"ev": 0.0878,
"implied_prob": 0.4531,
"market": "ou_2_5",
"model_prob": 0.518,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "under",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 2,
"value_context_1x2": {
"consensus_ev": -0.0588,
"consensus_ev_display": "-5.9%",
"consensus_odds": 2.78,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.3255,
"is_extreme_disagreement": false,
"model_prob": 0.3559,
"raw_edge_display": "+3.0 percentage points",
"raw_edge_pp": 3.0,
"raw_implied_prob": 0.3597122302158274,
"raw_signal_ev": -0.0106,
"raw_signal_ev_display": "-1.1%"
}
}
},
"fixture_id": 1602664,
"generated_at_utc": "2026-09-15T10:59:06.564761+00:00",
"lang_id": "en"
}
Terokai Kandungan Ramalan Lain
Dapatkan Ramalan Premium untuk Chiangmai United & Khon Kaen United!
Buka analisis mendalam, tip pertaruhan eksklusif, dan ramalan perlawanan dengan perkhidmatan langganan premium kami.
Langgan Sekarang
Liga Thai 2 — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Khon Kaen United | 4 | 3 | 0 | 1 | 9 |
| 2 | Uttaradit | 4 | 2 | 2 | 0 | 8 |
| 3 | Muang Loei United | 4 | 2 | 1 | 1 | 7 |
| 4 | Nong Bua Pitchaya | 4 | 2 | 1 | 1 | 7 |
| 5 | Chainat | 4 | 2 | 1 | 1 | 7 |
| 6 | Muangthong United | 4 | 2 | 1 | 1 | 7 |
| 7 | Satun | 4 | 2 | 0 | 2 | 6 |
| 8 | Kanchanaburi | 4 | 1 | 3 | 0 | 6 |
| 9 | Chiangmai United | 4 | 2 | 0 | 2 | 6 |
| 10 | Police Tero | 4 | 2 | 0 | 2 | 6 |
| 11 | Songkhla | 4 | 1 | 2 | 1 | 5 |
| 12 | Chanthaburi | 4 | 1 | 1 | 2 | 4 |
| 13 | Nakhon Pathom | 4 | 0 | 4 | 0 | 4 |
| 14 | Phrae United | 4 | 1 | 1 | 2 | 4 |
| 15 | Esan Pattaya | 4 | 1 | 1 | 2 | 4 |
| 16 | Mahasarakham United | 4 | 0 | 3 | 1 | 3 |
| 17 | Nakhon Ratchasima FC | 4 | 0 | 2 | 2 | 2 |
| 18 | Kasetsart FC | 4 | 0 | 1 | 3 | 1 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Satun | 4 | 11 | 9 | +2 | 6 |
| 2 | Nong Bua Pitchaya | 4 | 9 | 7 | +2 | 7 |
| 3 | Uttaradit | 4 | 8 | 5 | +3 | 8 |
| 4 | Khon Kaen United | 4 | 7 | 3 | +4 | 9 |
| 5 | Muang Loei United | 4 | 6 | 2 | +4 | 7 |
| 6 | Kanchanaburi | 4 | 6 | 4 | +2 | 6 |
| 7 | Songkhla | 4 | 6 | 5 | +1 | 5 |
| 8 | Chiangmai United | 4 | 5 | 4 | +1 | 6 |
| 9 | Chainat | 4 | 5 | 5 | 0 | 7 |
| 10 | Chanthaburi | 4 | 5 | 5 | 0 | 4 |
| 11 | Nakhon Ratchasima FC | 4 | 5 | 7 | -2 | 2 |
| 12 | Police Tero | 4 | 4 | 5 | -1 | 6 |
| 13 | Phrae United | 4 | 4 | 5 | -1 | 4 |
| 14 | Nakhon Pathom | 4 | 3 | 3 | 0 | 4 |
| 15 | Muangthong United | 4 | 3 | 4 | -1 | 7 |
| 16 | Mahasarakham United | 4 | 3 | 6 | -3 | 3 |
| 17 | Esan Pattaya | 4 | 1 | 6 | -5 | 4 |
| 18 | Kasetsart FC | 4 | 0 | 6 | -6 | 1 |
