The model missed the final outcome (Guangzhou E-Power win 1–2).
The model had projected Yanbian Longding at 39.0%, but the full-time result went the other way.
Pasaran yang dijejaki vs hasil sepenuh masa
Gred ramalan
F
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 (3 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Ya ✔ Betul
- 1X2 Yanbian Longding Guangzhou E-Power ✖ tak betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 1-2 ✔ Betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Yanbian Longding | 39.0% | 23.9% | +15.1 pp | Model Edge |
| Draw | 29.5% | 25.3% | +4.3 pp | Aligned |
| Guangzhou E-Power | 31.5% | 50.8% | -19.4 pp | Market Higher |
The closing market estimates Guangzhou E-Power's win probability at 50.8%, compared with the model's estimate of 31.5%, a difference of 19.4 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.
Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.
Selepas sepenuh masa, hasilnya ialah Guangzhou E-Power win 1–2.
Market Assessment
The market is materially more optimistic about Guangzhou E-Power than the current fair estimate.
- Investors may be incorporating information not fully reflected in the baseline model.
- Tournament-specific context can shift market pricing.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
- Both Teams To Score (Yes) matched the full-time result
- Exact score 1–2 fell within the model's highlighted bins
What failed
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
- 1X2: model leaned Yanbian Longding; match finished Guangzhou E-Power
Market lesson
The closing market differed from the model on Yanbian Longding by 19.4 percentage points (58.4% vs model 39.0%) — in this case the market view proved closer.
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.
-
Sep 18, 2026 · 09:59 UTC Forecast generated
- Model 1X2 · Yanbian Longding 39.0% · Draw 29.5% · Guangzhou E-Power 31.5%
- xG · Yanbian Longding 1.38 — Guangzhou E-Power 1.22
-
Sep 18, 2026 · 09:29 UTC Opening odds snapshot PRE30
- 1X2 odds · Yanbian Longding 3.85 · Draw 3.64 · Guangzhou E-Power 1.81
- Implied 1X2 · Yanbian Longding 23.9% · Draw 25.3% · Guangzhou E-Power 50.8%
- Bookmaker · Pinnacle
-
Sep 18, 2026 · 09:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · Yanbian Longding 3.85 · Draw 3.64 · Guangzhou E-Power 1.81
- Implied 1X2 · Yanbian Longding 23.9% · Draw 25.3% · Guangzhou E-Power 50.8%
- Bookmaker · Pinnacle
-
Sep 18, 2026 · 10:00 UTC Kickoff
-
FT Full-time result Guangzhou E-Power win · 1–2
-
FT Prediction missed 1X2 lean did not match full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Keputusan sejarah:
Monitor
Keputusan Sejarah
Monitor
Hasil
Missed
Metrik pra-padanan (konteks sejarah)
Kebolehpercayaan Ramalan
53/100
· Moderate
- Validation: Warning
- Large market gap (19 pp)
Bukti
★★★★★
- No strong statistical edge
- Pricing remains divergent
- Validation warning
Pricing proximity (inverse gap)
1/100
Monitoring Confidence
18/100
Validation Report
Immutable Snapshot
Closing Odds
1.81
AI Fair Odds
—
CLV
Pending
Final Result
Guangzhou E-Power win · Yanbian Longding 1–2 Guangzhou E-Power
Prediction
✖ Missed
Decision Grade
F
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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},
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},
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},
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},
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}
],
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"alert_breadth": "",
"alert_breadth_note": "",
"alert_move": "",
"alert_team": "",
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"market_prob_pct": 23.9,
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"model_prob_pct": 39.0,
"model_team": "Yanbian Longding",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": null,
"steam_subtitle": "",
"steam_tier": "",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
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"title": "When Should You Trust AI Over the Market?",
"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"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",
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}
],
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"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 19.4,
"summary": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 19.4,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 19.4,
"summary": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0547,
"best_outlier_ev": 0.5002,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.5,
"decision_strength_v2": 3.1,
"decision_type": "VALUE_ALERT",
"execution_confidence": 20,
"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 Yanbian Longding at 39.0%, compared with a no-vig market probability of 23.9%.",
"why": [
{
"text": "Decision Model identifies Yanbian Longding as the value side (39.0%)",
"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": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 15.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"model_conflict_detail": null,
"model_lean": "Yanbian Longding",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"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": "probability_gap",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Yanbian Longding \u00b7 decimal odds ~3.85 (derived from model% \u00d7 (1+EV)) \u00b7 EV +50% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1528714 \u00b7 snapshot=live-render \u00b7 odds\u22483.85 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +5.5% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.5% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.5% \u2705 (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 +5.5% (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": false,
"value": "58 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "20 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.5% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +50% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 58,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"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": 0.0547,
"consensus_ev_display": "+5.5%",
"consensus_odds": 3.85,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.239,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "+15.1 percentage points",
"raw_edge_pp": 15.1,
"raw_implied_prob": 0.2597402597402597,
"raw_signal_ev": 0.5003,
"raw_signal_ev_display": "+50.0%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.16
}
}
},
"bet_status": "no_bet",
"books_breadth_display": "6/9",
"breadth_ratio": 0.6666666666666666,
"evidence": {
"score": 55,
"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": "\u25cb",
"key": "steam",
"label": "Sharp steam detected",
"status": "neutral"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (19 pp)",
"tone": "caution"
}
],
"parts": {
"alignment": 15.3,
"data_quality": 12.0,
"market_coverage": 6.7,
"steam_coherence": 5.0,
"validation": 14.0
},
"score": 58,
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 19.35,
"market_agreement": "weak",
"max_gap_pp": 19.35,
"model_calibration": {
"away_xg": 1.22,
"calibration_status": "ok",
"deviation_pct": 2.0,
"elevated": false,
"home_xg": 1.38,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.38,
"status_label": "Within typical league range",
"summary": "Home xG 1.38 \u00b7 Away xG 1.22 \u00b7 League avg 1.35 \u00b7 Peak deviation +2%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": 0.0,
"steam_conflicts": null,
"steam_move_display": "+0.0%",
"steam_team": "Yanbian Longding",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 20,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 8,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 38,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 8,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 19.4,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 19.4,
"summary": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 19.4,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 19.4,
"summary": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0547,
"best_outlier_ev": 0.5002,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.5,
"decision_strength_v2": 3.1,
"decision_type": "VALUE_ALERT",
"execution_confidence": 20,
"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 Yanbian Longding at 39.0%, compared with a no-vig market probability of 23.9%.",
"why": [
{
"text": "Decision Model identifies Yanbian Longding as the value side (39.0%)",
"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": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 15.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"model_conflict_detail": null,
"model_lean": "Yanbian Longding",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"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": "probability_gap",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Yanbian Longding \u00b7 decimal odds ~3.85 (derived from model% \u00d7 (1+EV)) \u00b7 EV +50% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1528714 \u00b7 snapshot=live-render \u00b7 odds\u22483.85 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +5.5% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.5% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.5% \u2705 (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 +5.5% (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": false,
"value": "58 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "20 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.5% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +50% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 58,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"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": 0.0547,
"consensus_ev_display": "+5.5%",
"consensus_odds": 3.85,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.239,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "+15.1 percentage points",
"raw_edge_pp": 15.1,
"raw_implied_prob": 0.2597402597402597,
"raw_signal_ev": 0.5003,
"raw_signal_ev_display": "+50.0%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.16
}
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Yanbian Longding 1.38 xG vs Guangzhou E-Power 1.22 \u2192 Yanbian Longding 39.0%",
"Market: Guangzhou E-Power ~23.9% implied",
"Market Steam: Yanbian Longding +0.0%"
],
"one_liner": "Model leans Yanbian Longding, but market pricing diverges by 19 pp.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 15.07,
"fair_prob": 38.97,
"label": "Yanbian Longding",
"market_prob": 23.9,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 4.27,
"fair_prob": 29.54,
"label": "Draw",
"market_prob": 25.27,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -19.35,
"fair_prob": 31.48,
"label": "Guangzhou E-Power",
"market_prob": 50.83,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -3.8,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 52.0,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 3.8,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 48.0,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": 0.46,
"fair_prob": 54.4,
"label": "BTTS Yes",
"market_prob": 53.94,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": -0.46,
"fair_prob": 45.6,
"label": "BTTS No",
"market_prob": 46.06,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": -19.35,
"fair_prob_pct": 31.48,
"hero_side": "away",
"hero_team_name": "Guangzhou E-Power",
"market_prob_pct": 50.83,
"status": "strong_market_ahead",
"steam_team_name": "Yanbian Longding"
},
"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 Guangzhou E-Power\u0027s win probability at 50.8%, compared with the model\u0027s estimate of 31.5%, a difference of 19.4 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "strong",
"edge_status": "strong_market_ahead",
"max_gap_pp": 19.35,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "Strong model-market divergence",
"divergence_level": "strong",
"divergence_level_label": "Strong divergence",
"divergence_note": "The fair estimate differs noticeably from current market pricing. This may reflect genuine disagreement or incomplete rating inputs.",
"divergence_tier": "strong",
"edge_label": "Strong disagreement",
"edge_label_key": "strong_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Yanbian Longding",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 23.9,
"model_prob_gap_display": "+15.1 percentage points",
"model_prob_gap_pp": 15.1,
"model_prob_pct": 39.0,
"outcome_separation_tier": "medium",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+15.1 percentage points",
"gap_pp": 15.1,
"label": "Low convergence",
"label_key": "mi_fa_pricing_low"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 58,
"reliability_tier": "limited",
"summary": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 20,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 8,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 38,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 8,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Yanbian Longding 1.38 xG vs Guangzhou E-Power 1.22 \u2192 Yanbian Longding 39.0%",
"Market: Guangzhou E-Power ~23.9% implied",
"Market Steam: Yanbian Longding +0.0%"
],
"one_liner": "Model leans Yanbian Longding, but market pricing diverges by 19 pp.",
"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": -19.35,
"hero_label": "Guangzhou E-Power",
"hero_side": "away",
"market_activity": "No meaningful directional movement yet.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {
"bullets": [
"Investors may be incorporating information not fully reflected in the baseline model.",
"Tournament-specific context can shift market pricing."
],
"follow_up": "",
"gap_tier": "strong",
"lead": "The market is materially more optimistic about Guangzhou E-Power than the current fair estimate.",
"note": "The market is materially more optimistic about Guangzhou E-Power than the current fair estimate.",
"paragraphs": [
"The market is materially more optimistic about Guangzhou E-Power than the current fair estimate."
],
"quiet_market": true,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market favors Guangzhou E-Power more strongly than the current fair estimate.",
"No meaningful directional movement has emerged, and pricing remains stable across tracked sportsbooks.",
"The market materially disagrees with the model on Guangzhou E-Power (pricing gap 19.4 pp). The market may be pricing squad quality, tournament context, or lineup strength beyond the Elo framework."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 19.35,
"model_validation": {
"score_label_key": "mi_mv_warning",
"status": "warning"
},
"model_validation_label": "Warning",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Favourite exceeds second outcome by 7.5 pp (at 39.0%)."
],
"lead_gap_pp": 7.5,
"max_prob_pct": 39.0,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "medium",
"tier_label": "Medium"
},
"outcome_separation_label": "Medium",
"overall_assessment": {
"badge_class": "strong",
"largest_gap_label": "Guangzhou E-Power",
"largest_gap_pp": -19.4,
"lead": "The closing market prices Guangzhou E-Power higher than the statistical model.",
"level": "strong",
"max_gap_pp": 19.4,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": 15.07,
"edge_pp": 15.07,
"fair_prob_pct": 38.97,
"is_hero": false,
"label": "Yanbian Longding",
"market_prob_pct": 23.9,
"side": "home",
"signal_key": "model_edge",
"signal_label": "Model Edge"
},
{
"difference_pp": 4.27,
"edge_pp": 4.27,
"fair_prob_pct": 29.54,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 25.27,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": -19.35,
"edge_pp": -19.35,
"fair_prob_pct": 31.48,
"is_hero": true,
"label": "Guangzhou E-Power",
"market_prob_pct": 50.83,
"side": "away",
"signal_key": "market_higher",
"signal_label": "Market Higher"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "The market is materially more optimistic about Guangzhou E-Power than the current fair estimate.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Guangzhou E-Power (23.9%).",
"This creates a conflict: Model \u2192 Yanbian Longding, Market \u2192 Guangzhou E-Power, Recent sharp money \u2192 recent line movement.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 55.25,
"closing_odds": 1.81,
"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": 55.25,
"entry_odds": 1.81,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Warning",
"model_validation_status": "warning",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Prediction Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"show": false
},
"market_overview": {
"breadth_display": "6/9",
"current_odds": 3.7,
"move_display": "+0.0%",
"open_odds": 3.7,
"pick_team": "Yanbian Longding",
"steam_score": 20,
"steam_team_name": "Yanbian Longding",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 19.4,
"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": "guangzhou-e-power",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Guangzhou E-Power",
"away_team_id": 23269,
"away_team_logo": "/static/teams/23269.webp",
"away_team_name": "Guangzhou E-Power",
"away_team_public_id": "4UjLEyoaRSf6g5",
"away_team_slug": "guangzhou-e-power",
"country_code": "CN",
"country_display_name": "China",
"country_flag": "/static/images/country/cn.svg",
"country_id": 32,
"country_name": "China",
"fixture_id": 1528714,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "China",
"home_team_display_name": "Yanbian Longding",
"home_team_id": 17271,
"home_team_logo": "/static/teams/17271.webp",
"home_team_name": "Yanbian Longding",
"home_team_public_id": "4QdQWX4w6Dppg3",
"home_team_slug": "yanbian-longding",
"ht.home_team_slug": "yanbian-longding",
"league_country": "China",
"league_country_display": "China",
"league_display_name": "Liga Satu China",
"league_id": 170,
"league_logo": "/static/leagues/170.webp",
"league_name": "Liga Satu China",
"league_public_id": "0Z8NZOcuHfzq60",
"league_season": 2026,
"match_date": "2026-09-18 10:00:00",
"public_id": "5aFPxCp3qbTvdh",
"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": "Yanji",
"venue_name": "Yanji Nationwide Fitness Centre Stadium"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.5
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.426,
"best_odd": 1.81,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0824,
"ev": -0.2291,
"implied_prob": 0.5083,
"joint_probs": {
"away": 0.5083,
"draw": 0.2527,
"home": 0.239
},
"model_prob": 0.3149,
"p_final": 0.4259
},
"draw": {
"alpha": 0.2808,
"best_odd": 3.64,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.012,
"ev": -0.0364,
"implied_prob": 0.2527,
"joint_probs": {
"away": 0.5083,
"draw": 0.2527,
"home": 0.239
},
"model_prob": 0.2954,
"p_final": 0.2647
},
"ev_available": true,
"home": {
"alpha": 0.2322,
"best_odd": 3.85,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.035,
"ev": 0.0547,
"implied_prob": 0.239,
"joint_probs": {
"away": 0.5083,
"draw": 0.2527,
"home": 0.239
},
"model_prob": 0.3897,
"p_final": 0.274
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 1.81,
"edge": -0.2376,
"ev": -0.43,
"implied_prob": 0.5525,
"model_prob": 0.3149
},
"draw": {
"best_odd": 3.64,
"edge": 0.0207,
"ev": 0.0753,
"implied_prob": 0.2747,
"model_prob": 0.2954
},
"ev_available": true,
"home": {
"best_odd": 3.85,
"edge": 0.1299,
"ev": 0.5002,
"implied_prob": 0.2597,
"model_prob": 0.3897
}
},
"btts": {
"alpha_no": 0.2241,
"alpha_yes": 0.2465,
"best_no_odd": 2.05,
"best_yes_odd": 1.73,
"btts_ev_mode": "market_first_available",
"edge_no": -0.0046,
"edge_yes": 0.0046,
"ev_available": true,
"ev_no": -0.0652,
"ev_no_risk_adj": -0.0862,
"ev_yes": -0.0589,
"ev_yes_risk_adj": -0.084,
"implied_no": 0.4606,
"implied_yes": 0.5394,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 7,
"no": {
"alpha": 0.2241,
"best_odd": 1.995,
"edge": -0.0006,
"ev": -0.0862,
"implied_prob": 0.4586,
"model_prob": 0.456,
"p_final": 0.458
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.2465,
"best_odd": 1.69,
"edge": 0.0006,
"ev": -0.084,
"implied_prob": 0.5414,
"model_prob": 0.544,
"p_final": 0.542
}
},
"n_bookmakers": 7,
"p_final_no": 0.458,
"p_final_yes": 0.542,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.245,
"alpha_under": 0.2227,
"best_over_odd": 1.85,
"best_under_odd": 2.0,
"consensus_over_odd": 1.78,
"consensus_under_odd": 1.93,
"edge_over": -0.038,
"edge_under": 0.038,
"ev_available": true,
"ev_over": -0.1083,
"ev_over_risk_adj": -0.0907,
"ev_under": 0.036,
"ev_under_risk_adj": -0.0576,
"implied_over": 0.52,
"implied_over_mf": 0.5202,
"implied_under": 0.48,
"implied_under_mf": 0.4798,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 8,
"over": {
"alpha": 0.245,
"best_odd": 1.78,
"edge": -0.0094,
"ev": -0.0907,
"implied_prob": 0.5202,
"model_prob": 0.482,
"p_final": 0.5109
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2227,
"best_odd": 1.93,
"edge": 0.0085,
"ev": -0.0576,
"implied_prob": 0.4798,
"model_prob": 0.518,
"p_final": 0.4883
}
},
"n_bookmakers": 8,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.5109,
"p_final_under": 0.4883,
"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": 0.0547,
"best_outlier_ev": 0.5002,
"best_tracked_ev": 0.0547,
"confidence": 5.5,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50",
"pred_conf_v1_multi_ev_lines"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)",
"Two or more valid +EV lines at threshold (+0.5)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_v1_legacy": 5.5,
"score_v2_pre_penalty": 3.1,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_pre_penalty": 3.1
},
"decision_type": "VALUE_ALERT",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "B",
"stake_factor": 0.5
},
"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": 19.4,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 19.4,
"summary": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0547,
"best_outlier_ev": 0.5002,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.5,
"decision_strength_v2": 3.1,
"decision_type": "VALUE_ALERT",
"execution_confidence": 20,
"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 Yanbian Longding at 39.0%, compared with a no-vig market probability of 23.9%.",
"why": [
{
"text": "Decision Model identifies Yanbian Longding as the value side (39.0%)",
"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": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 15.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"model_conflict_detail": null,
"model_lean": "Yanbian Longding",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"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": "probability_gap",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Yanbian Longding \u00b7 decimal odds ~3.85 (derived from model% \u00d7 (1+EV)) \u00b7 EV +50% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1528714 \u00b7 snapshot=live-render \u00b7 odds\u22483.85 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +5.5% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +5.5% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +5.5% \u2705 (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 +5.5% (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": false,
"value": "58 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "20 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.5% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +50% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 58,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has repriced Yanbian Longding, but the model still strongly favours Yanbian Longding.",
"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": 0.0547,
"consensus_ev_display": "+5.5%",
"consensus_odds": 3.85,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.239,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "+15.1 percentage points",
"raw_edge_pp": 15.1,
"raw_implied_prob": 0.2597402597402597,
"raw_signal_ev": 0.5003,
"raw_signal_ev_display": "+50.0%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"recommended_action": "monitor",
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},
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"scoring_type": "balanced",
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"match_regime": {
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"teams": {
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"slot": "primary",
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"value_context_1x2": {
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"disagreement_label": "Strong",
"disagreement_level": "strong",
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}
}
},
"fixture_id": 1528714,
"generated_at_utc": "2026-09-18T09:59:06.768210+00:00",
"lang_id": "en"
}
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Langgan Sekarang
Liga Satu China — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Guangzhou E-Power | 24 | 16 | 6 | 2 | 54 |
| 2 | Guangxi Pingguo Haliao | 24 | 13 | 6 | 5 | 45 |
| 3 | Shenzhen Juniors | 24 | 12 | 8 | 4 | 44 |
| 4 | Nantong Zhiyun | 23 | 10 | 9 | 4 | 39 |
| 5 | Yanbian Longding | 24 | 9 | 8 | 7 | 35 |
| 6 | Shaanxi Union | 23 | 9 | 6 | 8 | 33 |
| 7 | Hebei Kungfu | 24 | 8 | 7 | 9 | 31 |
| 8 | Wuxi Wugou | 23 | 8 | 5 | 10 | 29 |
| 9 | Changchun Yatai | 23 | 10 | 3 | 10 | 29 |
| 10 | Ningbo Professional | 23 | 9 | 5 | 9 | 29 |
| 11 | Dalian Huayi | 23 | 7 | 8 | 8 | 29 |
| 12 | Suzhou Dongwu | 24 | 7 | 8 | 9 | 26 |
| 13 | Heilongjiang Lava Spring | 24 | 4 | 11 | 9 | 23 |
| 14 | Nanjing City | 24 | 5 | 6 | 13 | 21 |
| 15 | Meizhou Kejia | 24 | 7 | 3 | 14 | 15 |
| 16 | Dongguan United | 24 | 2 | 7 | 15 | 13 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Guangzhou E-Power | 24 | 48 | 20 | +28 | 54 |
| 2 | Guangxi Pingguo Haliao | 24 | 40 | 26 | +14 | 45 |
| 3 | Shenzhen Juniors | 24 | 39 | 25 | +14 | 44 |
| 4 | Changchun Yatai | 23 | 37 | 38 | -1 | 29 |
| 5 | Shaanxi Union | 23 | 35 | 26 | +9 | 33 |
| 6 | Wuxi Wugou | 23 | 35 | 29 | +6 | 29 |
| 7 | Heilongjiang Lava Spring | 24 | 35 | 46 | -11 | 23 |
| 8 | Yanbian Longding | 24 | 33 | 27 | +6 | 35 |
| 9 | Nantong Zhiyun | 23 | 31 | 20 | +11 | 39 |
| 10 | Dalian Huayi | 23 | 30 | 33 | -3 | 29 |
| 11 | Suzhou Dongwu | 24 | 28 | 33 | -5 | 26 |
| 12 | Ningbo Professional | 23 | 27 | 29 | -2 | 29 |
| 13 | Meizhou Kejia | 24 | 25 | 50 | -25 | 15 |
| 14 | Dongguan United | 24 | 24 | 49 | -25 | 13 |
| 15 | Hebei Kungfu | 24 | 22 | 25 | -3 | 31 |
| 16 | Nanjing City | 24 | 20 | 33 | -13 | 21 |
