AI correctly predicted the Hednesford Town win.
The match finished 2–3, validating the model's directional assessment.
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 (5 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Ya ✖ tak betul
- 1X2 Hednesford Town Hednesford Town ✔ Betul
- Cerapan skor tepat 1-1, 0-1, 1-0, 1-2, 2-1 2-3 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| King's Lynn Town | 34.2% | 42.6% | -8.3 pp | Market Higher |
| Draw | 29.6% | 26.6% | +3.1 pp | Aligned |
| Hednesford Town | 36.1% | 30.8% | +5.3 pp | Model Higher |
The closing market estimates King's Lynn Town's win probability at 42.6%, compared with the model's estimate of 34.2%, a difference of 8.3 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, lean arah model sepadan dengan keputusan (Hednesford Town win 2–3).
Market Assessment
The market and model broadly agree on King's Lynn Town. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.
- Monitor line movement before kickoff — not a betting recommendation.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 5 goals materialised
What failed
- Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (5 goals)
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Hednesford Town higher (44.4% vs model 36.1%, 8.3 pp), but the model's lean was validated (Hednesford Town win 2–3).
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 08, 2026 · 18:45 UTC Forecast generated
- Model 1X2 · King's Lynn Town 34.2% · Draw 29.7% · Hednesford Town 36.1%
- xG · King's Lynn Town 1.28 — Hednesford Town 1.32
-
Sep 08, 2026 · 18:14 UTC Opening odds snapshot PRE30
- 1X2 odds · King's Lynn Town 2.18 · Draw 3.49 · Hednesford Town 3.01
- Implied 1X2 · King's Lynn Town 42.6% · Draw 26.6% · Hednesford Town 30.8%
- Bookmaker · Pinnacle
-
Sep 08, 2026 · 18:45 UTC Closing snapshot recorded PRE1
- 1X2 odds · King's Lynn Town 2.18 · Draw 3.49 · Hednesford Town 3.01
- Implied 1X2 · King's Lynn Town 42.6% · Draw 26.6% · Hednesford Town 30.8%
- Bookmaker · Pinnacle
-
Sep 08, 2026 · 18:45 UTC Kickoff
-
FT Full-time result Hednesford Town win · 2–3
-
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:
Monitor
Keputusan Sejarah
Monitor
Hasil
Validated
Metrik pra-padanan (konteks sejarah)
Kebolehpercayaan Ramalan
75/100
· High
- Validation: Pass
Bukti
★★★★★
- No strong statistical edge
- Direction agrees with model lean
- Validation passed
Pricing proximity (inverse gap)
20/100
Monitoring Confidence
33/100
Validation Report
Immutable Snapshot
Closing Odds
2.18
AI Fair Odds
—
CLV
Pending
Final Result
Hednesford Town win · King's Lynn Town 2–3 Hednesford Town
Prediction
✔ Correct
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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},
{
"authority_action": "no_bet",
"authority_note": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"consensus_odds": 3.01,
"decision": "no_bet",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": -0.0282,
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"ev_display": {
"capped": false,
"raw_pct": -2.8,
"text": "-2.8%"
},
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"max_ev": -0.0282,
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"raw_pct": -2.8,
"text": "-2.8%"
},
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"raw_edge_display": "+5.3 percentage points",
"raw_edge_pp": 5.3,
"raw_signal_ev": 0.0863,
"raw_signal_ev_display": "+8.6%",
"show_primary_label": false,
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"sort_key": 1792.95,
"tier": "bad_ev"
},
{
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"id": "correct_score",
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"tier": "risk",
"top_label": "1-1",
"top_prob": 12.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "3/13",
"alert_breadth_note": "3/13 sportsbooks confirmed",
"alert_move": "\u2191 +12.9%",
"alert_team": "Hednesford Town",
"alert_title": "Sharp Money Alert",
"divergence_pp": 8.3,
"has_alert": false,
"hero_edge_pp": -8.33,
"hero_label": "King\u0027s Lynn Town",
"market_prob_pct": 30.8,
"market_team": "King\u0027s Lynn Town",
"model_prob_pct": 36.1,
"model_team": "Hednesford Town",
"show": true,
"status_icon": "\u2713",
"status_key": "aligned",
"status_label": "Reliable prediction",
"status_line": "Direction aligned; check pricing gap separately",
"steam_score": 42,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
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"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": {
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"gap_pp": 8.3,
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"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 8.3,
"summary": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 8.3,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 8.3,
"summary": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0619,
"best_outlier_ev": 0.0864,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.4,
"decision_type": "NO_SIGNAL",
"execution_confidence": 31,
"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 Hednesford Town at 36.1%, compared with a no-vig market probability of 30.8%.",
"why": [
{
"text": "Decision Model identifies Hednesford Town 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": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 5.3,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"model_conflict_detail": null,
"model_lean": "Hednesford Town",
"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": "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": "positive_ev",
"label": "Consensus EV +6.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"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 +6.2% \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 +6.2% (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": "70 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "31 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+6.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"Decision strength: 3.0/10",
"Execution confidence below 65"
],
"reliability_score": 70,
"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",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"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": -0.0282,
"consensus_ev_display": "-2.8%",
"consensus_odds": 3.01,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.3083,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+5.3 percentage points",
"raw_edge_pp": 5.3,
"raw_implied_prob": 0.33222591362126247,
"raw_signal_ev": 0.0863,
"raw_signal_ev_display": "+8.6%"
},
"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": "3/13",
"breadth_ratio": 0.23076923076923078,
"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": 20.8,
"data_quality": 12.0,
"market_coverage": 2.3,
"steam_coherence": 0.0,
"validation": 30.0
},
"score": 70,
"stars": 3,
"tier": "high",
"tier_label": "High"
},
"lean_gap_pp": 8.33,
"market_agreement": "moderate",
"max_gap_pp": 8.33,
"model_calibration": {
"away_xg": 1.32,
"calibration_status": "ok",
"deviation_pct": -2.0,
"elevated": false,
"home_xg": 1.28,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.32,
"status_label": "Within typical league range",
"summary": "Home xG 1.28 \u00b7 Away xG 1.32 \u00b7 League avg 1.35 \u00b7 Peak deviation -2%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "pass",
"odds_delta_pct": 12.9,
"steam_conflicts": true,
"steam_move_display": "\u2191 +12.9%",
"steam_team": "Hednesford Town",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 31,
"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": 25,
"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": 25,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 8.3,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 8.3,
"summary": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 8.3,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 8.3,
"summary": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0619,
"best_outlier_ev": 0.0864,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.4,
"decision_type": "NO_SIGNAL",
"execution_confidence": 31,
"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 Hednesford Town at 36.1%, compared with a no-vig market probability of 30.8%.",
"why": [
{
"text": "Decision Model identifies Hednesford Town 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": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 5.3,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"model_conflict_detail": null,
"model_lean": "Hednesford Town",
"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": "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": "positive_ev",
"label": "Consensus EV +6.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"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 +6.2% \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 +6.2% (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": "70 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "31 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+6.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"Decision strength: 3.0/10",
"Execution confidence below 65"
],
"reliability_score": 70,
"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",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"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": -0.0282,
"consensus_ev_display": "-2.8%",
"consensus_odds": 3.01,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.3083,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+5.3 percentage points",
"raw_edge_pp": 5.3,
"raw_implied_prob": 0.33222591362126247,
"raw_signal_ev": 0.0863,
"raw_signal_ev_display": "+8.6%"
},
"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 Hednesford Town, but the model still strongly favours Hednesford Town.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: King\u0027s Lynn Town 1.28 xG vs Hednesford Town 1.32 \u2192 Hednesford Town 36.1%",
"Market: King\u0027s Lynn Town ~30.8% implied",
"Market Drift: Hednesford Town odds \u2191 +12.9%"
],
"one_liner": "Model favours Hednesford Town, but the market has moved away from Hednesford Town.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -8.33,
"fair_prob": 34.24,
"label": "King\u0027s Lynn Town",
"market_prob": 42.57,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 3.06,
"fair_prob": 29.65,
"label": "Draw",
"market_prob": 26.59,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 5.28,
"fair_prob": 36.11,
"label": "Hednesford Town",
"market_prob": 30.83,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -4.89,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 53.09,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 4.89,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 46.91,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -2.55,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 57.05,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 2.55,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 42.95,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "mild_disagreement",
"edge_pp": -8.33,
"fair_prob_pct": 34.24,
"hero_side": "home",
"hero_team_name": "King\u0027s Lynn Town",
"market_prob_pct": 42.57,
"status": "market_ahead",
"steam_team_name": "Hednesford Town"
},
"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 King\u0027s Lynn Town\u0027s win probability at 42.6%, compared with the model\u0027s estimate of 34.2%, a difference of 8.3 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "moderate",
"edge_status": "market_ahead",
"max_gap_pp": 8.33,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "Moderate model-market divergence",
"divergence_level": "moderate",
"divergence_level_label": "Moderate divergence",
"divergence_note": "Fair estimate and market pricing differ modestly. Monitor before kickoff.",
"divergence_tier": "moderate",
"edge_label": "Mild disagreement",
"edge_label_key": "mild_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Hednesford Town",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Moderate",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 30.8,
"model_prob_gap_display": "+5.3 percentage points",
"model_prob_gap_pp": 5.3,
"model_prob_pct": 36.1,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+5.3 percentage points",
"gap_pp": 5.3,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Moderate reliability",
"reliability_icon": "\u2713",
"reliability_score": 70,
"reliability_tier": "moderate",
"summary": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town. 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": 31,
"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": 25,
"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": 25,
"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: King\u0027s Lynn Town 1.28 xG vs Hednesford Town 1.32 \u2192 Hednesford Town 36.1%",
"Market: King\u0027s Lynn Town ~30.8% implied",
"Market Drift: Hednesford Town odds \u2191 +12.9%"
],
"one_liner": "Model favours Hednesford Town, but the market has moved away from Hednesford Town.",
"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": -8.33,
"hero_label": "King\u0027s Lynn Town",
"hero_side": "home",
"market_activity": "Hednesford Town odds lengthened \u2191 +12.9%.",
"market_agreement": "moderate",
"market_agreement_label": "Moderate",
"market_interpretation": {
"bullets": [
"Monitor line movement before kickoff \u2014 not a betting recommendation."
],
"follow_up": "However, Hednesford Town has seen drift \u2014 odds lengthened by 12.9%, suggesting weakening support. Confirmation remains limited (3/13 books), suggesting early interest rather than a broad market move.",
"gap_tier": "mild",
"lead": "The market and model broadly agree on King\u0027s Lynn Town. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.",
"note": "Drift away from Hednesford Town \u2014 odds lengthened by 12.9% (weakening support).",
"paragraphs": [
"The market and model broadly agree on King\u0027s Lynn Town. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.",
"However, Hednesford Town has seen drift \u2014 odds lengthened by 12.9%, suggesting weakening support. Confirmation remains limited (3/13 books), suggesting early interest rather than a broad market move.",
"Drift away from Hednesford Town \u2014 odds lengthened by 12.9% (weakening support)."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market still prices King\u0027s Lynn Town above the current fair estimate.",
"At the same time, Hednesford Town has drifted \u2014 odds lengthened by 12.9%, suggesting weakening support.",
"Market confirmation remains limited (3/13), suggesting an early move rather than a broad consensus."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 8.33,
"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": "moderate",
"largest_gap_label": "King\u0027s Lynn Town",
"largest_gap_pp": -8.3,
"lead": "The closing market prices King\u0027s Lynn Town higher than the statistical model.",
"level": "moderate",
"max_gap_pp": 8.3,
"title": "Moderate Disagreement"
},
"rows": [
{
"difference_pp": -8.33,
"edge_pp": -8.33,
"fair_prob_pct": 34.24,
"is_hero": true,
"label": "King\u0027s Lynn Town",
"market_prob_pct": 42.57,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": 3.06,
"edge_pp": 3.06,
"fair_prob_pct": 29.65,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 26.59,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 5.28,
"edge_pp": 5.28,
"fair_prob_pct": 36.11,
"is_hero": false,
"label": "Hednesford Town",
"market_prob_pct": 30.83,
"side": "away",
"signal_key": "model_higher",
"signal_label": "Model Higher"
}
],
"status": "market_ahead",
"status_label": "Market Ahead",
"steam_note": "Drift away from Hednesford Town \u2014 odds lengthened by 12.9% (weakening support).",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers King\u0027s Lynn Town (30.8%).",
"Hednesford Town odds have drifted longer across books (\u2191 +12.9%, 3/13) \u2014 market pricing moves against this side.",
"This creates a conflict: Model \u2192 Hednesford Town, Market \u2192 King\u0027s Lynn Town, while Hednesford Town odds drifted longer (market fade).",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 45.87,
"closing_odds": 2.18,
"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": 45.87,
"entry_odds": 2.18,
"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": 3,
"books_reacting_detail": [
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2191 +15.5%",
"odds_delta_pct": 15.5
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2191 +13.2%",
"odds_delta_pct": 13.2
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +12.9%",
"odds_delta_pct": 12.9
}
],
"books_total": 13,
"breadth_display": "3/13",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 2.88,
"is_drift": true,
"move_context": "Largest move today",
"move_display": "\u2191 +12.9%",
"move_pct_abs": 12.9,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 47h 30m",
"narrative_paragraphs": [
"Bet365 led repricing on Hednesford Town (12.9%) \u2014 sharp book moved before wider follow-through.",
"Sharper sportsbooks initiated the move, but wider market participation remains limited."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 12.9,
"odds_path": {
"chart_y_labels": [
"3.01",
"2.78",
"2.55"
],
"display": "3.05 \u2192 2.55 \u2192 2.88",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 47h 30m",
"pick_team": "Hednesford Town",
"points": [
{
"label_key": "open",
"value": "3.05"
},
{
"label_key": "extreme",
"value": "2.55"
},
{
"label_key": "current",
"value": "2.88"
}
],
"sparkline_points": [
2.55,
3.01,
2.88
],
"sparkline_polyline": "0.0,18.0 28.0,0.0 56.0,5.1",
"sparkline_trend": "up",
"sparkline_trend_label": "One-way rise",
"summary_boxes": [
{
"label_key": "open",
"value": "2.55"
},
{
"label_key": "low",
"value": "2.55"
},
{
"label_key": "high",
"value": "3.01"
},
{
"label_key": "current",
"value": "2.88"
}
]
},
"open_odds": 2.55,
"page_alert_line": "",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "Hednesford Town",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "confirm",
"signal_icon": "\u26a1",
"signal_impact": {
"current_odds": 2.88,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +12.9%",
"open_odds": 2.55,
"summary": "Market moved away from Hednesford Town while the model still favours another side.",
"team": "Hednesford Town",
"tone": "against"
},
"signal_key": "sharp_led",
"signal_label": "Sharp-led move",
"steam_score": 42,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "3/13",
"current_odds": 2.88,
"move_display": "\u2191 +12.9%",
"open_odds": 2.55,
"pick_team": "Hednesford Town",
"steam_score": 42,
"steam_team_name": "Hednesford Town",
"steam_tier": "B"
},
"premium_teaser": {
"current_divergence_pp": 8.3,
"divergence_label": "Current divergence",
"title": "Premium Market Intelligence",
"unlock_items": [
"Historical similar matches",
"Closing odds analysis",
"CLV tracking",
"Sharp money signals",
"Market efficiency rating",
"Historical model vs market results"
],
"unlock_label": "Unlock"
},
"show": true
},
"match": {
"at2.away_team_slug": "hednesford-town",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Hednesford Town",
"away_team_id": 7721,
"away_team_logo": "/static/teams/7721.webp",
"away_team_name": "Hednesford Town",
"away_team_public_id": "3kpCYnIUaWHWsc",
"away_team_slug": "hednesford-town",
"country_code": "GB-ENG",
"country_display_name": "England",
"country_flag": "/static/images/country/gb-eng.svg",
"country_id": 49,
"country_name": "England",
"fixture_id": 1587794,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "England",
"home_team_display_name": "King\u0027s Lynn Town",
"home_team_id": 8655,
"home_team_logo": "/static/teams/8655.webp",
"home_team_name": "King\u0027s Lynn Town",
"home_team_public_id": "4FDa9k9n7NOzeV",
"home_team_slug": "king-s-lynn-town",
"ht.home_team_slug": "king-s-lynn-town",
"league_country": "England",
"league_country_display": "England",
"league_display_name": "Liga Kebangsaan - Utara",
"league_id": 50,
"league_logo": "/static/leagues/50.webp",
"league_name": "Liga Kebangsaan - Utara",
"league_public_id": "2WdcML7oJFLxtC",
"league_season": 2026,
"match_date": "2026-09-08 18:45:00",
"public_id": "40EUY7uR3zHRu6",
"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": "The Walks Stadium"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_top_two_close",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"Top two outcomes relatively close in probability (\u22120.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.2763,
"best_odd": 3.01,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0145,
"ev": -0.0282,
"implied_prob": 0.3083,
"joint_probs": {
"away": 0.3083,
"draw": 0.2659,
"home": 0.4257
},
"model_prob": 0.3609,
"p_final": 0.3229
},
"draw": {
"alpha": 0.2862,
"best_odd": 3.49,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0088,
"ev": -0.0412,
"implied_prob": 0.2659,
"joint_probs": {
"away": 0.3083,
"draw": 0.2659,
"home": 0.4257
},
"model_prob": 0.2967,
"p_final": 0.2747
},
"ev_available": true,
"home": {
"alpha": 0.3937,
"best_odd": 2.18,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0328,
"ev": -0.1434,
"implied_prob": 0.4257,
"joint_probs": {
"away": 0.3083,
"draw": 0.2659,
"home": 0.4257
},
"model_prob": 0.3424,
"p_final": 0.3929
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 3.01,
"edge": 0.0287,
"ev": 0.0864,
"implied_prob": 0.3322,
"model_prob": 0.3609
},
"draw": {
"best_odd": 3.49,
"edge": 0.0101,
"ev": 0.0354,
"implied_prob": 0.2865,
"model_prob": 0.2967
},
"ev_available": true,
"home": {
"best_odd": 2.18,
"edge": -0.1163,
"ev": -0.2536,
"implied_prob": 0.4587,
"model_prob": 0.3424
}
},
"btts": {
"alpha_no": 0.2264,
"alpha_yes": 0.2491,
"best_no_odd": 2.2,
"best_yes_odd": 1.67,
"btts_ev_mode": "market_first_available",
"edge_no": 0.0255,
"edge_yes": -0.0255,
"ev_available": true,
"ev_no": 0.001,
"ev_no_risk_adj": -0.0701,
"ev_yes": -0.0898,
"ev_yes_risk_adj": -0.0946,
"implied_no": 0.4295,
"implied_yes": 0.5705,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 10,
"no": {
"alpha": 0.2264,
"best_odd": 2.145,
"edge": 0.0063,
"ev": -0.0701,
"implied_prob": 0.4272,
"model_prob": 0.455,
"p_final": 0.4335
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.2491,
"best_odd": 1.6,
"edge": -0.0069,
"ev": -0.0946,
"implied_prob": 0.5728,
"model_prob": 0.545,
"p_final": 0.5658
}
},
"n_bookmakers": 10,
"p_final_no": 0.4335,
"p_final_yes": 0.5658,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.24,
"alpha_under": 0.2182,
"best_over_odd": 1.8,
"best_under_odd": 2.05,
"consensus_over_odd": 1.73,
"consensus_under_odd": 1.975,
"edge_over": -0.0489,
"edge_under": 0.0489,
"ev_available": true,
"ev_over": -0.1324,
"ev_over_risk_adj": -0.099,
"ev_under": 0.0619,
"ev_under_risk_adj": -0.0558,
"implied_over": 0.5309,
"implied_over_mf": 0.5331,
"implied_under": 0.4691,
"implied_under_mf": 0.4669,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 11,
"over": {
"alpha": 0.24,
"best_odd": 1.73,
"edge": -0.0123,
"ev": -0.099,
"implied_prob": 0.5331,
"model_prob": 0.482,
"p_final": 0.5208
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2182,
"best_odd": 1.975,
"edge": 0.0111,
"ev": -0.0558,
"implied_prob": 0.4669,
"model_prob": 0.518,
"p_final": 0.4781
}
},
"n_bookmakers": 11,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.5208,
"p_final_under": 0.4781,
"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": 0.0619,
"best_outlier_ev": 0.0864,
"best_tracked_ev": 0.0619,
"confidence": 5.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_v1_legacy": 5.0,
"score_v2_pre_penalty": 3.4,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_pre_penalty": 3.4
},
"decision_type": "NO_SIGNAL",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "A",
"stake_factor": 1.0
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "no_bet",
"final_decision": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 8.3,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 8.3,
"summary": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.0619,
"best_outlier_ev": 0.0864,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.4,
"decision_type": "NO_SIGNAL",
"execution_confidence": 31,
"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 Hednesford Town at 36.1%, compared with a no-vig market probability of 30.8%.",
"why": [
{
"text": "Decision Model identifies Hednesford Town 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": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 5.3,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"model_conflict_detail": null,
"model_lean": "Hednesford Town",
"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": "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": "positive_ev",
"label": "Consensus EV +6.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"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 +6.2% \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 +6.2% (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": "70 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "31 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+6.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"Decision strength: 3.0/10",
"Execution confidence below 65"
],
"reliability_score": 70,
"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",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved away from Hednesford Town, but the model still strongly favours Hednesford Town.",
"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": -0.0282,
"consensus_ev_display": "-2.8%",
"consensus_odds": 3.01,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.3083,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+5.3 percentage points",
"raw_edge_pp": 5.3,
"raw_implied_prob": 0.33222591362126247,
"raw_signal_ev": 0.0863,
"raw_signal_ev_display": "+8.6%"
},
"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": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 3.01,
"decision": "no_bet",
"edge": 0.0145,
"ev": -0.0282,
"implied_prob": 0.3083,
"max_ev_side": "away",
"model_prob": 0.3609,
"side": "away",
"side_label": "Hednesford Town"
},
"btts": {
"decision": "small_edge",
"decision_layer": {
"alpha": 0.2264,
"available": true,
"consensus_odds": 2.145,
"edge": 0.0063,
"market_prob": 0.4272,
"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 10,
"no": {
"alpha": 0.2264,
"best_odd": 2.145,
"edge": 0.0063,
"ev": -0.0701,
"implied_prob": 0.4272,
"model_prob": 0.455,
"p_final": 0.4335
},
"p_final": 0.4335,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0701,
"value_side": "no",
"yes": {
"alpha": 0.2491,
"best_odd": 1.6,
"edge": -0.0069,
"ev": -0.0946,
"implied_prob": 0.5728,
"model_prob": 0.545,
"p_final": 0.5658
}
},
"edge": 0.0255,
"ev": 0.001,
"implied_prob": 0.4295,
"model_prob": 0.455,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2182,
"available": true,
"consensus_odds": 1.975,
"edge": 0.0111,
"market_prob": 0.4669,
"mode": "market_first_ou",
"model_prob": 0.518,
"n_bookmakers": 11,
"over": {
"alpha": 0.24,
"best_odd": 1.73,
"edge": -0.0123,
"ev": -0.099,
"implied_prob": 0.5331,
"model_prob": 0.482,
"p_final": 0.5208
},
"p_final": 0.4781,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0558,
"under": {
"alpha": 0.2182,
"best_odd": 1.975,
"edge": 0.0111,
"ev": -0.0558,
"implied_prob": 0.4669,
"model_prob": 0.518,
"p_final": 0.4781
},
"value_side": "under"
},
"edge": 0.0489,
"ev": 0.0619,
"implied_prob": 0.4691,
"model_prob": 0.518,
"side": "under",
"value_side": "under"
}
},
"match_id": 1587794,
"match_regime": {
"action": "optional",
"actionable": true,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0619,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3609,
"draw": 0.2967,
"home": 0.3424
},
"reason_codes": [
"no_ev_1x2"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Hednesford Town",
"home": "King\u0027s Lynn Town"
},
"top_pick": {
"composite_score": 0.022445,
"decision": "value_bet",
"ev": 0.0619,
"implied_prob": 0.4691,
"market": "ou_2_5",
"model_prob": 0.518,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "under",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": -0.0282,
"consensus_ev_display": "-2.8%",
"consensus_odds": 3.01,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.3083,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+5.3 percentage points",
"raw_edge_pp": 5.3,
"raw_implied_prob": 0.33222591362126247,
"raw_signal_ev": 0.0863,
"raw_signal_ev_display": "+8.6%"
}
}
},
"fixture_id": 1587794,
"generated_at_utc": "2026-09-08T18:45:23.110877+00:00",
"lang_id": "en"
}
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Langgan Sekarang
Liga Kebangsaan - Utara — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Hereford | 9 | 7 | 1 | 1 | 22 |
| 2 | Oxford City | 9 | 6 | 1 | 2 | 19 |
| 3 | Macclesfield | 9 | 5 | 3 | 1 | 18 |
| 4 | Spalding United | 9 | 5 | 2 | 2 | 17 |
| 5 | Hebburn Town | 9 | 5 | 2 | 2 | 17 |
| 6 | South Shields | 8 | 5 | 2 | 1 | 17 |
| 7 | Buxton | 9 | 5 | 1 | 3 | 16 |
| 8 | Bedford Town | 9 | 5 | 0 | 4 | 15 |
| 9 | Chester | 9 | 4 | 2 | 3 | 14 |
| 10 | Morecambe | 9 | 4 | 1 | 4 | 13 |
| 11 | Merthyr Town | 9 | 3 | 4 | 2 | 13 |
| 12 | King's Lynn Town | 9 | 4 | 1 | 4 | 13 |
| 13 | Harborough Town | 9 | 3 | 3 | 3 | 12 |
| 14 | Worksop Town | 9 | 4 | 0 | 5 | 12 |
| 15 | Scarborough Athletic | 9 | 3 | 2 | 4 | 11 |
| 16 | Chorley | 9 | 3 | 2 | 4 | 11 |
| 17 | Marine | 9 | 3 | 0 | 6 | 9 |
| 18 | AFC Telford United | 9 | 2 | 3 | 4 | 9 |
| 19 | Hednesford Town | 9 | 2 | 3 | 4 | 9 |
| 20 | Southport | 9 | 2 | 2 | 5 | 8 |
| 21 | Brackley Town | 8 | 2 | 2 | 4 | 8 |
| 22 | Radcliffe | 9 | 2 | 0 | 7 | 6 |
| 23 | Darlington 1883 | 9 | 2 | 0 | 7 | 6 |
| 24 | Spennymoor Town | 9 | 1 | 3 | 5 | 6 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Hereford | 9 | 21 | 4 | +17 | 22 |
| 2 | Buxton | 9 | 18 | 14 | +4 | 16 |
| 3 | Oxford City | 9 | 17 | 6 | +11 | 19 |
| 4 | Hebburn Town | 9 | 15 | 15 | 0 | 17 |
| 5 | King's Lynn Town | 9 | 15 | 15 | 0 | 13 |
| 6 | Scarborough Athletic | 9 | 14 | 11 | +3 | 11 |
| 7 | Chorley | 9 | 14 | 16 | -2 | 11 |
| 8 | Spalding United | 9 | 13 | 6 | +7 | 17 |
| 9 | Morecambe | 9 | 13 | 8 | +5 | 13 |
| 10 | Bedford Town | 9 | 13 | 13 | 0 | 15 |
| 11 | Hednesford Town | 9 | 13 | 16 | -3 | 9 |
| 12 | Macclesfield | 9 | 12 | 6 | +6 | 18 |
| 13 | Merthyr Town | 9 | 11 | 9 | +2 | 13 |
| 14 | Southport | 9 | 11 | 18 | -7 | 8 |
| 15 | Darlington 1883 | 9 | 11 | 20 | -9 | 6 |
| 16 | Harborough Town | 9 | 10 | 11 | -1 | 12 |
| 17 | Marine | 9 | 10 | 11 | -1 | 9 |
| 18 | Chester | 9 | 9 | 8 | +1 | 14 |
| 19 | South Shields | 8 | 9 | 10 | -1 | 17 |
| 20 | Worksop Town | 9 | 9 | 12 | -3 | 12 |
| 21 | Spennymoor Town | 9 | 9 | 19 | -10 | 6 |
| 22 | AFC Telford United | 9 | 8 | 10 | -2 | 9 |
| 23 | Radcliffe | 9 | 8 | 16 | -8 | 6 |
| 24 | Brackley Town | 8 | 7 | 16 | -9 | 8 |
