AI correctly predicted the Malaysia win.
The match finished 1–0, validating the model's directional assessment.
Pasaran yang dijejaki vs hasil sepenuh masa
Gred ramalan
A
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Under 2.5 Under 2.5 (1 matlamat) ✔ Betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Tidak ✔ Betul
- 1X2 Malaysia Malaysia ✔ Betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 1-0 ✔ Betul
Post Match Insights
What worked
- Both Teams To Score (No) matched the full-time result
- Under 2.5 goals aligned with the xG profile
- Exact score 1–0 fell within the model's highlighted bins
Market lesson
The model's directional lean matched the full-time result (Malaysia win 1–0).
Laman pertaruhan premium stake: pengguna baharu boleh guna kod promo FHn2uDc1. Daftar sekarang
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Oct 05, 2026 · 08:59 UTC Forecast generated
- xG · Malaysia 1.32 — Vietnam 1.28
-
Oct 05, 2026 · 09:00 UTC Kickoff
-
FT Full-time result Malaysia win · 1–0
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Keputusan sejarah:
Observe
Keputusan Sejarah
No Primary Bet
Hasil
Validated
Metrik pra-padanan (konteks sejarah)
Kebolehpercayaan Ramalan
57/100
· Moderate
- Validation: Pending
Bukti
★★★★★
- No strong statistical edge
- Market has already priced much of the edge
- Validation pending
Market Compatibility
100/100
Betting Confidence
59/100
Validation Report
Immutable Snapshot
Closing Odds
Pending
AI Fair Odds
—
CLV
Pending
Final Result
Malaysia win · Malaysia 1–0 Vietnam
Prediction
✔ Correct
Decision Grade
A
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Semakan Soalan Lazim
- Sejauh manakah ramalan itu tepat?
- Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
- Apakah ukuran Ketepatan xG?
- Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
- Mengapakah skor tepat tidak diramalkan?
- Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
- Adakah ini meningkatkan rekod AI?
- Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.
Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.
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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"reason": "No clear edge in 1X2 market",
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},
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"pick": "Yes",
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{
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{
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}
],
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},
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}
},
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"home": 35.32
},
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"closing_fetched_at": "2026-10-05 08:59:02",
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{
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{
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},
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},
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"top5": [
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{
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},
{
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},
{
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},
{
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}
]
},
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},
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},
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},
"ev_available": true,
"ev_over": -0.0794,
"ev_over_display": {
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"text": "-7.9%"
},
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"ev_under_display": {
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"text": "+2.6%"
},
"featured": true,
"id": "ou_2_5",
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"tier": "lean",
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"value_side": "under"
},
{
"authority_action": "no_bet",
"authority_note": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"consensus_odds": 2.63,
"decision": "no_bet",
"disagreement_label": "Normal",
"disagreement_level": "normal",
"ev": -0.0621,
"ev_available": true,
"ev_display": {
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"text": "-6.2%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.3532,
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},
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"raw_edge_display": "+0.8 percentage points",
"raw_edge_pp": 0.8,
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"side_label": "Malaysia",
"sort_key": 1789.025,
"tier": "bad_ev"
},
{
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"alpha": 0.2225,
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"edge": 0.0017,
"edge_pp": 0.2,
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"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 5,
"no": {
"alpha": 0.2225,
"best_odd": 2.055,
"edge": 0.0017,
"ev": -0.0768,
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},
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"prediction_confidence": "very_low",
"raw_edge_pp": 0.7,
"raw_signal_ev": -0.065,
"risk_adj_ev": -0.0768,
"value_side": "no",
"yes": {
"alpha": 0.2447,
"best_odd": 1.665,
"edge": -0.0018,
"ev": -0.0832,
"implied_prob": 0.5524,
"model_prob": 0.545,
"p_final": 0.5506
}
},
"ev_available": true,
"ev_no": -0.0445,
"ev_no_display": {
"capped": false,
"raw_pct": -4.5,
"text": "-4.5%"
},
"ev_yes": -0.0735,
"ev_yes_display": {
"capped": false,
"raw_pct": -7.3,
"text": "-7.3%"
},
"featured": false,
"id": "btts",
"max_ev": -0.0445,
"n_bookmakers": 5,
"no_prob": 45.5,
"sort_key": 1788.875,
"tier": "bad_ev",
"value_side": "no",
"yes_prob": 54.5
},
{
"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": "6/9",
"alert_breadth_note": "6/9 sportsbooks confirmed",
"alert_move": "\u2191 +6.1%",
"alert_team": "Malaysia",
"alert_title": "Sharp Money Alert",
"divergence_pp": 3.5,
"has_alert": true,
"hero_edge_pp": -3.52,
"hero_label": "Vietnam",
"market_prob_pct": 35.3,
"market_team": "Vietnam",
"model_prob_pct": 36.1,
"model_team": "Malaysia",
"show": true,
"status_icon": "\u2713",
"status_key": "aligned",
"status_label": "Reliable prediction",
"status_line": "Direction aligned; check pricing gap separately",
"steam_score": 44,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"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": 3.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 3.5,
"summary": "The market has moved away from Malaysia, but the model still strongly favours Malaysia."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 3.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 3.5,
"summary": "The market has moved away from Malaysia, but the model still strongly favours Malaysia."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0256,
"best_outlier_ev": 0.0256,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 4.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 34,
"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 Malaysia at 36.1%, compared with a no-vig market probability of 35.3%.",
"why": [
{
"text": "Decision Model identifies Malaysia as the value side (36.1%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 0.8,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": false,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"model_conflict_detail": null,
"model_lean": "Malaysia",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"edge_low",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "weak_ev",
"label": "Consensus EV +2.6% \u003c Primary gate +5.0% (Lean gate +2.0% is separate \u2014 not Primary)",
"ok": false
},
{
"key": "gate",
"label": "Execution confidence below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +2.6% \u274c (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (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 +2.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "77 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "34 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": false,
"value": "+2.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": false,
"value": "false"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"Decision strength: 3.0/10",
"Execution confidence below 65"
],
"reliability_score": 77,
"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 steam conflicts with model",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"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": -0.0621,
"consensus_ev_display": "-6.2%",
"consensus_odds": 2.63,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.3532,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+0.8 percentage points",
"raw_edge_pp": 0.8,
"raw_implied_prob": 0.3802281368821293,
"raw_signal_ev": -0.0508,
"raw_signal_ev_display": "-5.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -2.2,
"reasons": [
"Low xG separation gap=0.04 (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": 0.04
}
}
},
"bet_status": "no_bet",
"books_breadth_display": "6/9",
"breadth_ratio": 0.6666666666666666,
"evidence": {
"score": 68,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Recent market move conflicts with the model favourite",
"status": "caution"
},
{
"icon": "!",
"key": "steam",
"label": "Market drift conflicts with model",
"status": "caution"
},
{
"icon": "\u2713",
"key": "validation",
"label": "Validation passed",
"status": "pass"
}
],
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Pass",
"tone": "ok"
},
{
"key": "steam",
"label": "Market drift conflicts with model",
"tone": "caution"
}
],
"parts": {
"alignment": 23.2,
"data_quality": 12.0,
"market_coverage": 6.7,
"steam_coherence": 0.0,
"validation": 30.0
},
"score": 77,
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"lean_gap_pp": 3.52,
"market_agreement": "strong",
"max_gap_pp": 3.52,
"model_calibration": {
"away_xg": 1.28,
"calibration_status": "ok",
"deviation_pct": -2.0,
"elevated": false,
"home_xg": 1.32,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.32,
"status_label": "Within typical league range",
"summary": "Home xG 1.32 \u00b7 Away xG 1.28 \u00b7 League avg 1.35 \u00b7 Peak deviation -2%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "pass",
"odds_delta_pct": 6.1,
"steam_conflicts": true,
"steam_move_display": "\u2191 +6.1%",
"steam_team": "Malaysia",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 34,
"tier": "low",
"tier_label": "Low"
},
"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": 33,
"tier": "low",
"tier_label": "Low"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 36,
"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": 33,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 3.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 3.5,
"summary": "The market has moved away from Malaysia, but the model still strongly favours Malaysia."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 3.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 3.5,
"summary": "The market has moved away from Malaysia, but the model still strongly favours Malaysia."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0256,
"best_outlier_ev": 0.0256,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 4.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 34,
"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 Malaysia at 36.1%, compared with a no-vig market probability of 35.3%.",
"why": [
{
"text": "Decision Model identifies Malaysia as the value side (36.1%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 0.8,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": false,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"model_conflict_detail": null,
"model_lean": "Malaysia",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"edge_low",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "weak_ev",
"label": "Consensus EV +2.6% \u003c Primary gate +5.0% (Lean gate +2.0% is separate \u2014 not Primary)",
"ok": false
},
{
"key": "gate",
"label": "Execution confidence below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +2.6% \u274c (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (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 +2.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "77 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "34 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": false,
"value": "+2.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": false,
"value": "false"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"Decision strength: 3.0/10",
"Execution confidence below 65"
],
"reliability_score": 77,
"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 steam conflicts with model",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"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": -0.0621,
"consensus_ev_display": "-6.2%",
"consensus_odds": 2.63,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.3532,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+0.8 percentage points",
"raw_edge_pp": 0.8,
"raw_implied_prob": 0.3802281368821293,
"raw_signal_ev": -0.0508,
"raw_signal_ev_display": "-5.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -2.2,
"reasons": [
"Low xG separation gap=0.04 (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": 0.04
}
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Malaysia 1.32 xG vs Vietnam 1.28 \u2192 Malaysia 36.1%",
"Market: Vietnam ~35.3% implied",
"Market Drift: Malaysia odds \u2191 +6.1%"
],
"one_liner": "Model favours Malaysia, but the market has moved away from Malaysia.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 0.79,
"fair_prob": 36.11,
"label": "Malaysia",
"market_prob": 35.32,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 2.73,
"fair_prob": 29.65,
"label": "Draw",
"market_prob": 26.92,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -3.52,
"fair_prob": 34.24,
"label": "Vietnam",
"market_prob": 37.76,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -2.87,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 51.07,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 2.87,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 48.93,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -0.79,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 55.29,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 0.79,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 44.71,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "aligned",
"edge_pp": -3.52,
"fair_prob_pct": 34.24,
"hero_side": "away",
"hero_team_name": "Vietnam",
"market_prob_pct": 37.76,
"status": "aligned",
"steam_team_name": "Malaysia"
},
"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 model and closing market are broadly aligned, with probability differences below 5 percentage points.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "aligned",
"edge_status": "aligned",
"max_gap_pp": 3.52,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "",
"divergence_level": "aligned",
"divergence_level_label": "Aligned",
"divergence_note": "",
"divergence_tier": "aligned",
"edge_label": "Aligned",
"edge_label_key": "aligned",
"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": "Malaysia",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Strong",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 35.3,
"model_prob_gap_display": "+0.8 percentage points",
"model_prob_gap_pp": 0.8,
"model_prob_pct": 36.1,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+0.8 percentage points",
"gap_pp": 0.8,
"label": "High",
"label_key": "mi_fa_pricing_high"
},
"reliability_headline": "Moderate reliability",
"reliability_icon": "\u2713",
"reliability_score": 77,
"reliability_tier": "moderate",
"summary": "The market has moved away from Malaysia, but the model still strongly favours Malaysia. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Pass",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 34,
"tier": "low",
"tier_label": "Low"
},
"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": 33,
"tier": "low",
"tier_label": "Low"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 36,
"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": 33,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Malaysia 1.32 xG vs Vietnam 1.28 \u2192 Malaysia 36.1%",
"Market: Vietnam ~35.3% implied",
"Market Drift: Malaysia odds \u2191 +6.1%"
],
"one_liner": "Model favours Malaysia, but the market has moved away from Malaysia.",
"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": -3.52,
"hero_label": "Vietnam",
"hero_side": "away",
"market_activity": "Malaysia odds lengthened \u2191 +6.1%.",
"market_agreement": "strong",
"market_agreement_label": "Strong",
"market_interpretation": {
"bullets": [
"Current pricing remains close to the model baseline."
],
"follow_up": "However, Malaysia has seen drift \u2014 odds lengthened by 6.1%, suggesting weakening support.",
"gap_tier": "aligned",
"lead": "The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.",
"note": "Drift away from Malaysia \u2014 odds lengthened by 6.1% (weakening support).",
"paragraphs": [
"The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.",
"However, Malaysia has seen drift \u2014 odds lengthened by 6.1%, suggesting weakening support.",
"Drift away from Malaysia \u2014 odds lengthened by 6.1% (weakening support)."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"Market pricing and the fair estimate remain broadly aligned.",
"At the same time, Malaysia has drifted \u2014 odds lengthened by 6.1%, suggesting weakening support."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 3.52,
"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 1.9 percentage points."
],
"lead_gap_pp": 1.9,
"max_prob_pct": 36.1,
"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": "Vietnam",
"largest_gap_pp": -3.5,
"lead": "The model and closing market are broadly aligned.",
"level": "aligned",
"max_gap_pp": 3.5,
"title": "Broadly Aligned"
},
"rows": [
{
"difference_pp": 0.79,
"edge_pp": 0.79,
"fair_prob_pct": 36.11,
"is_hero": false,
"label": "Malaysia",
"market_prob_pct": 35.32,
"side": "home",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 2.73,
"edge_pp": 2.73,
"fair_prob_pct": 29.65,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 26.92,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": -3.52,
"edge_pp": -3.52,
"fair_prob_pct": 34.24,
"is_hero": true,
"label": "Vietnam",
"market_prob_pct": 37.76,
"side": "away",
"signal_key": "aligned",
"signal_label": "Aligned"
}
],
"status": "aligned",
"status_label": "Aligned",
"steam_note": "Drift away from Malaysia \u2014 odds lengthened by 6.1% (weakening support).",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Vietnam (35.3%).",
"Malaysia odds have drifted longer across books (\u2191 +6.1%, 6/9) \u2014 market pricing moves against this side.",
"This creates a conflict: Model \u2192 Malaysia, Market \u2192 Vietnam, while Malaysia odds drifted longer (market fade).",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 40.65,
"closing_odds": 2.46,
"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": 40.65,
"entry_odds": 2.46,
"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": 6,
"books_reacting_detail": [
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +6.1%",
"odds_delta_pct": 6.1
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2191 +4.3%",
"odds_delta_pct": 4.3
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2191 +4.1%",
"odds_delta_pct": 4.1
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2191 +3.5%",
"odds_delta_pct": 3.5
},
{
"bookmaker_id": 5,
"bookmaker_name": "SBO",
"is_sharp": true,
"move_delta_display": "\u2191 +2.4%",
"odds_delta_pct": 2.4
},
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2191 +2.1%",
"odds_delta_pct": 2.1
}
],
"books_total": 9,
"breadth_display": "6/9",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 2.6,
"is_drift": true,
"move_context": "Largest move today",
"move_display": "\u2191 +6.1%",
"move_pct_abs": 6.1,
"move_speed_icon": "\u2194",
"move_speed_label": "Gradual move over 5h 18m",
"narrative_paragraphs": [
"Bet365 led repricing on Malaysia (6.1%) \u2014 sharp book moved before wider follow-through.",
"A meaningful move led by sharper sportsbooks, with moderate market confirmation."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 6.1,
"odds_path": {
"chart_y_labels": [
"2.63",
"2.54",
"2.45"
],
"display": "2.63 \u2192 2.30 \u2192 2.60",
"move_speed_icon": "\u2194",
"move_speed_label": "Gradual move over 5h 18m",
"pick_team": "Malaysia",
"points": [
{
"label_key": "open",
"value": "2.63"
},
{
"label_key": "extreme",
"value": "2.30"
},
{
"label_key": "current",
"value": "2.60"
}
],
"sparkline_points": [
2.45,
2.63,
2.6
],
"sparkline_polyline": "0.0,18.0 28.0,0.0 56.0,3.0",
"sparkline_trend": "up",
"sparkline_trend_label": "One-way rise",
"summary_boxes": [
{
"label_key": "open",
"value": "2.45"
},
{
"label_key": "low",
"value": "2.45"
},
{
"label_key": "high",
"value": "2.63"
},
{
"label_key": "current",
"value": "2.60"
}
]
},
"open_odds": 2.45,
"page_alert_line": "Broad drift across 6/9 sportsbooks on Malaysia",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "Malaysia",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "confirm",
"signal_icon": "\u26a1",
"signal_impact": {
"current_odds": 2.6,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +6.1%",
"open_odds": 2.45,
"summary": "Market moved away from Malaysia while the model still favours another side.",
"team": "Malaysia",
"tone": "against"
},
"signal_key": "sharp_led",
"signal_label": "Sharp-led move",
"steam_score": 44,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "6/9",
"current_odds": 2.6,
"move_display": "\u2191 +6.1%",
"open_odds": 2.45,
"pick_team": "Malaysia",
"steam_score": 44,
"steam_team_name": "Malaysia",
"steam_tier": "B"
},
"premium_teaser": {
"current_divergence_pp": 3.5,
"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": "vietnam",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Vietnam",
"away_team_id": 1542,
"away_team_logo": "/static/teams/1542.webp",
"away_team_name": "Vietnam",
"away_team_public_id": "04ypZrD9bpdrxH",
"away_team_slug": "vietnam",
"country_code": null,
"country_display_name": "World",
"country_flag": null,
"country_id": 168,
"country_name": "World",
"fixture_id": 1643934,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Malaysia",
"home_team_display_name": "Malaysia",
"home_team_id": 1538,
"home_team_logo": "/static/teams/1538.webp",
"home_team_name": "Malaysia",
"home_team_public_id": "5puvIKIp1G2cs0",
"home_team_slug": "malaysia",
"ht.home_team_slug": "malaysia",
"league_country": "World",
"league_country_display": "World",
"league_display_name": "Piala ASEAN FIFA",
"league_id": 1247,
"league_logo": "/static/leagues/1247.webp",
"league_name": "Piala ASEAN FIFA",
"league_public_id": "2DF4ojw1TgNXsM",
"league_season": 2026,
"match_date": "2026-10-05 09:00:00",
"public_id": "3HS22nMVV4QmlV",
"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": null,
"venue_name": null
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_top_two_close",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"Top two outcomes relatively close in probability (\u22120.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.4262,
"best_odd": 2.46,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.015,
"ev": -0.108,
"implied_prob": 0.3776,
"joint_probs": {
"away": 0.3776,
"draw": 0.2692,
"home": 0.3532
},
"model_prob": 0.3424,
"p_final": 0.3626
},
"draw": {
"alpha": 0.2877,
"best_odd": 3.45,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0079,
"ev": -0.0439,
"implied_prob": 0.2692,
"joint_probs": {
"away": 0.3776,
"draw": 0.2692,
"home": 0.3532
},
"model_prob": 0.2967,
"p_final": 0.2771
},
"ev_available": true,
"home": {
"alpha": 0.4448,
"best_odd": 2.63,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0034,
"ev": -0.0621,
"implied_prob": 0.3532,
"joint_probs": {
"away": 0.3776,
"draw": 0.2692,
"home": 0.3532
},
"model_prob": 0.3609,
"p_final": 0.3566
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 2.46,
"edge": -0.0641,
"ev": -0.1577,
"implied_prob": 0.4065,
"model_prob": 0.3424
},
"draw": {
"best_odd": 3.45,
"edge": 0.0068,
"ev": 0.0235,
"implied_prob": 0.2899,
"model_prob": 0.2967
},
"ev_available": true,
"home": {
"best_odd": 2.63,
"edge": -0.0193,
"ev": -0.0507,
"implied_prob": 0.3802,
"model_prob": 0.3609
}
},
"btts": {
"alpha_no": 0.2225,
"alpha_yes": 0.2447,
"best_no_odd": 2.1,
"best_yes_odd": 1.7,
"btts_ev_mode": "market_first_available",
"edge_no": 0.0079,
"edge_yes": -0.0079,
"ev_available": true,
"ev_no": -0.0445,
"ev_no_risk_adj": -0.0768,
"ev_yes": -0.0735,
"ev_yes_risk_adj": -0.0832,
"implied_no": 0.4471,
"implied_yes": 0.5529,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 5,
"no": {
"alpha": 0.2225,
"best_odd": 2.055,
"edge": 0.0017,
"ev": -0.0768,
"implied_prob": 0.4476,
"model_prob": 0.455,
"p_final": 0.4492
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.2447,
"best_odd": 1.665,
"edge": -0.0018,
"ev": -0.0832,
"implied_prob": 0.5524,
"model_prob": 0.545,
"p_final": 0.5506
}
},
"n_bookmakers": 5,
"p_final_no": 0.4492,
"p_final_yes": 0.5506,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.2246,
"alpha_under": 0.2246,
"best_over_odd": 1.91,
"best_under_odd": 1.98,
"consensus_over_odd": 1.8,
"consensus_under_odd": 1.91,
"edge_over": -0.0287,
"edge_under": 0.0287,
"ev_available": true,
"ev_over": -0.0794,
"ev_over_risk_adj": -0.0866,
"ev_under": 0.0256,
"ev_under_risk_adj": -0.0592,
"implied_over": 0.5107,
"implied_over_mf": 0.5148,
"implied_under": 0.4893,
"implied_under_mf": 0.4852,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 8,
"over": {
"alpha": 0.2246,
"best_odd": 1.8,
"edge": -0.0074,
"ev": -0.0866,
"implied_prob": 0.5148,
"model_prob": 0.482,
"p_final": 0.5075
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2246,
"best_odd": 1.91,
"edge": 0.0074,
"ev": -0.0592,
"implied_prob": 0.4852,
"model_prob": 0.518,
"p_final": 0.4925
}
},
"n_bookmakers": 8,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.5075,
"p_final_under": 0.4925,
"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": 0.0256,
"best_outlier_ev": 0.0256,
"best_tracked_ev": 0.0256,
"confidence": 4.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market steam conflicts with model",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_v1_legacy": 4.0,
"score_v2_pre_penalty": 3.0,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market steam conflicts with model",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_pre_penalty": 3.0
},
"decision_type": "NO_SIGNAL",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "C",
"stake_factor": 0.0
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "no_bet",
"final_decision": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 3.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 3.5,
"summary": "The market has moved away from Malaysia, but the model still strongly favours Malaysia."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0256,
"best_outlier_ev": 0.0256,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 4.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 34,
"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 Malaysia at 36.1%, compared with a no-vig market probability of 35.3%.",
"why": [
{
"text": "Decision Model identifies Malaysia as the value side (36.1%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 0.8,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": false,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"model_conflict_detail": null,
"model_lean": "Malaysia",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"edge_low",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "drift_against_model",
"tone": "warn"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "weak_ev",
"label": "Consensus EV +2.6% \u003c Primary gate +5.0% (Lean gate +2.0% is separate \u2014 not Primary)",
"ok": false
},
{
"key": "gate",
"label": "Execution confidence below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +2.6% \u274c (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (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 +2.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "77 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "34 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": false,
"value": "+2.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": false,
"value": "false"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"Decision strength: 3.0/10",
"Execution confidence below 65"
],
"reliability_score": 77,
"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 steam conflicts with model",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Malaysia, but the model still strongly favours Malaysia.",
"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": -0.0621,
"consensus_ev_display": "-6.2%",
"consensus_odds": 2.63,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.3532,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+0.8 percentage points",
"raw_edge_pp": 0.8,
"raw_implied_prob": 0.3802281368821293,
"raw_signal_ev": -0.0508,
"raw_signal_ev_display": "-5.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -2.2,
"reasons": [
"Low xG separation gap=0.04 (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": 0.04
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.2967,
"max_1x2_prob": 0.3609,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.04
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": {
"decision": "small_edge",
"ev": 0.0256,
"hero_display_only": true,
"implied_prob": 0.4893,
"market": "ou_2_5",
"model_prob": 0.518,
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},
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},
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}
},
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"match_regime": {
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"code": "thin_edge",
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"insight_line_key": "pred_regime_insight_minor_inefficiency",
"max_valid_ev": 0.0256,
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},
"match_tier": "value_game",
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"probabilities": {
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},
"reason_codes": [
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],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Vietnam",
"home": "Malaysia"
},
"top_pick": null,
"valid_markets_count": 1,
"value_context_1x2": {
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"consensus_ev_display": "-6.2%",
"consensus_odds": 2.63,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.3532,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+0.8 percentage points",
"raw_edge_pp": 0.8,
"raw_implied_prob": 0.3802281368821293,
"raw_signal_ev": -0.0508,
"raw_signal_ev_display": "-5.1%"
}
}
},
"fixture_id": 1643934,
"generated_at_utc": "2026-10-05T08:59:07.719970+00:00",
"lang_id": "en"
}
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Langgan Sekarang
Piala ASEAN FIFA — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Indonesia | 3 | 2 | 1 | 0 | 7 |
| 2 | Malaysia | 3 | 2 | 1 | 0 | 7 |
| 3 | Singapura | 3 | 1 | 0 | 2 | 3 |
| 4 | Bangladesh | 3 | 0 | 0 | 3 | 0 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Indonesia | 3 | 11 | 2 | +9 | 7 |
| 2 | Malaysia | 3 | 9 | 0 | +9 | 7 |
| 3 | Bangladesh | 3 | 2 | 13 | -11 | 0 |
| 4 | Singapura | 3 | 1 | 8 | -7 | 3 |
