The model missed the final outcome (Draw 2–2).
The model had projected Walton & Hersham at 37.1%, 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 (4 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Ya ✖ tak betul
- 1X2 Walton & Hersham Lukis ✖ tak betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 2-2 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Walton & Hersham | 37.1% | 29.2% | +7.9 pp | Model Higher |
| Draw | 29.6% | 23.3% | +6.3 pp | Model Higher |
| Farnborough | 33.3% | 47.5% | -14.2 pp | Market Higher |
The closing market estimates Farnborough's win probability at 47.5%, compared with the model's estimate of 33.3%, a difference of 14.2 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: PRE5.
Selepas sepenuh masa, hasilnya ialah Draw 2–2.
Market Assessment
The market is materially more optimistic about Farnborough 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) — 4 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 (4 goals)
Market lesson
The closing market differed from the model on Walton & Hersham by 14.2 percentage points (51.3% vs model 37.1%) — 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 26, 2026 · 14:07 UTC Forecast generated
- Model 1X2 · Walton & Hersham 37.0% · Draw 29.6% · Farnborough 33.4%
- xG · Walton & Hersham 1.34 — Farnborough 1.26
-
Sep 26, 2026 · 13:46 UTC Opening odds snapshot PRE30
- 1X2 odds · Walton & Hersham 3.17 · Draw 3.98 · Farnborough 1.95
- Implied 1X2 · Walton & Hersham 29.2% · Draw 23.3% · Farnborough 47.5%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 14:07 UTC Closing snapshot recorded PRE5
- 1X2 odds · Walton & Hersham 3.22 · Draw 4.03 · Farnborough 1.98
- Implied 1X2 · Walton & Hersham 29.2% · Draw 23.3% · Farnborough 47.5%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 14:00 UTC Kickoff
-
FT Full-time result Draw · 2–2
-
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
56/100
· Moderate
- Validation: Warning
- Large market gap (14 pp)
Bukti
★★★★★
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
Pricing proximity (inverse gap)
10/100
Monitoring Confidence
19/100
Validation Report
Immutable Snapshot
Closing Odds
1.98
AI Fair Odds
—
CLV
Pending
Final Result
Draw · Walton & Hersham 2–2 Farnborough
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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},
{
"authority_action": "monitor",
"authority_note": "Validation pending \u2014 monitor the line before acting.",
"consensus_odds": 3.22,
"decision": "small_edge",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": 0.007,
"ev_available": true,
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"text": "+0.7%"
},
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},
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"sort_key": 5205.6,
"tier": "lean"
},
{
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"id": "correct_score",
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"top_prob": 12.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "8/8",
"alert_breadth_note": "8/8 sportsbooks confirmed",
"alert_move": "\u2191 +2.8%",
"alert_team": "Draw",
"alert_title": "Sharp Money Alert",
"divergence_pp": 14.2,
"has_alert": true,
"hero_edge_pp": -14.17,
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"market_prob_pct": 29.2,
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"model_prob_pct": 37.1,
"model_team": "Walton \u0026 Hersham",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 43,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
"read_min": 5,
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"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"key": "steam",
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"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"
}
],
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"label": "Agree",
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"probability_gap_pp": 14.2,
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},
"authority": {
"action": "monitor",
"alignment": {
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"direction_key": "conflict",
"gap_pp": 14.2,
"key": "agree",
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"probability_gap_pp": 14.2,
"summary": "Model and market currently agree on the stronger side (Walton \u0026 Hersham)."
},
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"best_consensus_ev": 0.554,
"best_outlier_ev": 0.554,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.9,
"decision_strength_v1": 6.5,
"decision_strength_v2": 6.9,
"decision_type": "VALUE_ALERT",
"execution_confidence": 55,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Walton \u0026 Hersham at 37.0%, compared with a no-vig market probability of 29.2%.",
"why": [
{
"text": "Decision Model identifies Walton \u0026 Hersham as the value side (37.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 7.9,
"gates_failed": [
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],
"has_top_pick": true,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Walton \u0026 Hersham",
"no_primary_reasons": {
"all_triggered": [
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
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],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +55.4% 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 +55.4% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 4.9/10 (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 +55.4% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 4.9/10 (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": "69 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "55 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+55.4% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Walton \u0026 Hersham).",
"Decision strength: 4.9/10",
"Execution confidence below 65"
],
"reliability_score": 69,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"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": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.007,
"consensus_ev_display": "+0.7%",
"consensus_odds": 3.22,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2919,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "+7.9 percentage points",
"raw_edge_pp": 7.9,
"raw_implied_prob": 0.3105590062111801,
"raw_signal_ev": 0.193,
"raw_signal_ev_display": "+19.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
"Low xG separation gap=0.08 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.08
}
}
},
"bet_status": "monitor",
"books_breadth_display": "8/8",
"breadth_ratio": 1.0,
"evidence": {
"score": 68,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Direction agrees; pricing still diverges",
"status": "caution"
},
{
"icon": "\u2713",
"key": "steam",
"label": "Market drift supports model side (direction only \u2014 not pricing convergence)",
"status": "pass"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (14 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Market drift aligns with model",
"tone": "ok"
}
],
"parts": {
"alignment": 17.9,
"data_quality": 12.0,
"market_coverage": 10.0,
"steam_coherence": 10.0,
"validation": 14.0
},
"score": 69,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 14.17,
"market_agreement": "weak",
"max_gap_pp": 14.17,
"model_calibration": {
"away_xg": 1.26,
"calibration_status": "ok",
"deviation_pct": -1.0,
"elevated": false,
"home_xg": 1.34,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.34,
"status_label": "Within typical league range",
"summary": "Home xG 1.34 \u00b7 Away xG 1.26 \u00b7 League avg 1.35 \u00b7 Peak deviation -1%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "warning",
"odds_delta_pct": 2.8,
"steam_conflicts": false,
"steam_move_display": "\u2191 +2.8%",
"steam_team": "Draw",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 55,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 60,
"tier": "moderate",
"tier_label": "Moderate"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 37,
"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": 60,
"tier": "moderate",
"tier_label": "Moderate"
},
"recommendation": {
"action": "monitor",
"label": "Monitor - No Primary Bet"
}
},
"verdict": {
"agree_note": "Validation pending \u2014 monitor the line before acting.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 14.2,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.2,
"summary": "Model and market currently agree on the stronger side (Walton \u0026 Hersham)."
},
"authority": {
"action": "monitor",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 14.2,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.2,
"summary": "Model and market currently agree on the stronger side (Walton \u0026 Hersham)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.554,
"best_outlier_ev": 0.554,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.9,
"decision_strength_v1": 6.5,
"decision_strength_v2": 6.9,
"decision_type": "VALUE_ALERT",
"execution_confidence": 55,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Walton \u0026 Hersham at 37.0%, compared with a no-vig market probability of 29.2%.",
"why": [
{
"text": "Decision Model identifies Walton \u0026 Hersham as the value side (37.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 7.9,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Walton \u0026 Hersham",
"no_primary_reasons": {
"all_triggered": [
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"calibration_risk"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +55.4% 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 +55.4% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 4.9/10 (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 +55.4% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 4.9/10 (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": "69 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "55 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+55.4% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Walton \u0026 Hersham).",
"Decision strength: 4.9/10",
"Execution confidence below 65"
],
"reliability_score": 69,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"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": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.007,
"consensus_ev_display": "+0.7%",
"consensus_odds": 3.22,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2919,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "+7.9 percentage points",
"raw_edge_pp": 7.9,
"raw_implied_prob": 0.3105590062111801,
"raw_signal_ev": 0.193,
"raw_signal_ev_display": "+19.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
"Low xG separation gap=0.08 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.08
}
}
},
"headline": "Monitor - No Primary Bet",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"subline": "Validation pending \u2014 monitor the line before acting.",
"tier": "monitor"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Walton \u0026 Hersham 1.34 xG vs Farnborough 1.26 \u2192 Walton \u0026 Hersham 37.1%",
"Market: Farnborough ~29.2% implied",
"Market Drift: Draw odds \u2191 +2.8%"
],
"one_liner": "Model and market both lean Walton \u0026 Hersham with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 7.87,
"fair_prob": 37.06,
"label": "Walton \u0026 Hersham",
"market_prob": 29.19,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 6.3,
"fair_prob": 29.63,
"label": "Draw",
"market_prob": 23.33,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -14.17,
"fair_prob": 33.31,
"label": "Farnborough",
"market_prob": 47.48,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -20.01,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 68.21,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 20.01,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 31.79,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -13.27,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 67.77,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 13.27,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 32.23,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": -14.17,
"fair_prob_pct": 33.31,
"hero_side": "away",
"hero_team_name": "Farnborough",
"market_prob_pct": 47.48,
"status": "strong_market_ahead",
"steam_team_name": "Draw"
},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "PRE5",
"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: PRE5.",
"comparison_available": true,
"comparison_disabled": false,
"comparison_summary": "The closing market estimates Farnborough\u0027s win probability at 47.5%, compared with the model\u0027s estimate of 33.3%, a difference of 14.2 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": 14.17,
"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: PRE5.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Walton \u0026 Hersham",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 29.2,
"model_prob_gap_display": "+7.9 percentage points",
"model_prob_gap_pp": 7.9,
"model_prob_pct": 37.1,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+7.9 percentage points",
"gap_pp": 7.9,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Moderate reliability",
"reliability_icon": "\u2713",
"reliability_score": 69,
"reliability_tier": "moderate",
"summary": "Walton \u0026 Hersham \u2014 market direction supports the model lean.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 55,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 60,
"tier": "moderate",
"tier_label": "Moderate"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 37,
"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": 60,
"tier": "moderate",
"tier_label": "Moderate"
},
"recommendation": {
"action": "monitor",
"label": "Monitor - No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Walton \u0026 Hersham 1.34 xG vs Farnborough 1.26 \u2192 Walton \u0026 Hersham 37.1%",
"Market: Farnborough ~29.2% implied",
"Market Drift: Draw odds \u2191 +2.8%"
],
"one_liner": "Model and market both lean Walton \u0026 Hersham with no major conflict.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "Three outcomes remain closely bunched \u2014 treat as a relatively open match.",
"tier": "low",
"tier_label": "Low"
},
"forecast_certainty_label": "Low",
"has_market_probs": true,
"hero_edge_pp": -14.17,
"hero_label": "Farnborough",
"hero_side": "away",
"market_activity": "Draw odds lengthened \u2191 +2.8%.",
"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": "However, Draw has seen drift \u2014 odds lengthened by 2.8%, suggesting weakening support.",
"gap_tier": "strong",
"lead": "The market is materially more optimistic about Farnborough than the current fair estimate.",
"note": "Drift away from Draw \u2014 odds lengthened by 2.8% (weakening support).",
"paragraphs": [
"The market is materially more optimistic about Farnborough than the current fair estimate.",
"However, Draw has seen drift \u2014 odds lengthened by 2.8%, suggesting weakening support.",
"Drift away from Draw \u2014 odds lengthened by 2.8% (weakening support)."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market favors Farnborough more strongly than the current fair estimate.",
"At the same time, Draw has drifted \u2014 odds lengthened by 2.8%, suggesting weakening support.",
"Broad sportsbook alignment (8/8) supports the current market view on Draw."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 14.17,
"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.",
"Top two 1X2 outcomes within 3.8 percentage points."
],
"lead_gap_pp": 3.8,
"max_prob_pct": 37.1,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "low",
"tier_label": "Low"
},
"outcome_separation_label": "Low",
"overall_assessment": {
"badge_class": "strong",
"largest_gap_label": "Farnborough",
"largest_gap_pp": -14.2,
"lead": "The closing market prices Farnborough higher than the statistical model.",
"level": "strong",
"max_gap_pp": 14.2,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": 7.87,
"edge_pp": 7.87,
"fair_prob_pct": 37.06,
"is_hero": false,
"label": "Walton \u0026 Hersham",
"market_prob_pct": 29.19,
"side": "home",
"signal_key": "model_higher",
"signal_label": "Model Higher"
},
{
"difference_pp": 6.3,
"edge_pp": 6.3,
"fair_prob_pct": 29.63,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 23.33,
"side": "draw",
"signal_key": "model_higher",
"signal_label": "Model Higher"
},
{
"difference_pp": -14.17,
"edge_pp": -14.17,
"fair_prob_pct": 33.31,
"is_hero": true,
"label": "Farnborough",
"market_prob_pct": 47.48,
"side": "away",
"signal_key": "market_higher",
"signal_label": "Market Higher"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "Drift away from Draw \u2014 odds lengthened by 2.8% (weakening support).",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Farnborough (29.2%).",
"Draw odds have drifted longer across books (\u2191 +2.8%, 8/8) \u2014 market pricing moves against this side.",
"This creates a conflict: Model \u2192 Walton \u0026 Hersham, Market \u2192 Farnborough, while Draw odds drifted longer (market fade).",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 50.51,
"closing_odds": 1.98,
"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": 50.51,
"entry_odds": 1.98,
"match_phase": "live",
"match_phase_detail": "1H",
"match_phase_display": "Live \u00b7 1H",
"match_phase_label": "Live",
"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": "done"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE5",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 8,
"books_reacting_detail": [
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2191 +7.9%",
"odds_delta_pct": 7.9
},
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2191 +4.1%",
"odds_delta_pct": 4.1
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2191 +4.0%",
"odds_delta_pct": 4.0
},
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2191 +4.0%",
"odds_delta_pct": 4.0
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2191 +3.8%",
"odds_delta_pct": 3.8
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2191 +3.8%",
"odds_delta_pct": 3.8
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2191 +2.9%",
"odds_delta_pct": 2.9
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +2.8%",
"odds_delta_pct": 2.8
}
],
"books_total": 8,
"breadth_display": "8/8",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 3.7,
"is_drift": true,
"move_context": "Highest consensus move",
"move_display": "\u2191 +2.8%",
"move_pct_abs": 2.8,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 57h 19m",
"narrative_paragraphs": [
"Market fading Draw (2.8%) \u2014 line drifting longer vs. open (8/8).",
"Noticeable drift \u2014 odds lengthened with multi-book confirmation (not steam)."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 2.8,
"odds_path": {
"chart_y_labels": [
"4.03",
"3.82",
"3.60"
],
"display": "3.98 \u2192 3.40 \u2192 3.70",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 57h 19m",
"pick_team": "Draw",
"points": [
{
"label_key": "open",
"value": "3.98"
},
{
"label_key": "extreme",
"value": "3.40"
},
{
"label_key": "current",
"value": "3.70"
}
],
"sparkline_points": [
3.6,
4.03,
3.98,
3.7
],
"sparkline_polyline": "0.0,18.0 18.7,0.0 37.3,2.1 56.0,13.8",
"sparkline_trend": "volatile",
"sparkline_trend_label": "V-shape swing",
"summary_boxes": [
{
"label_key": "open",
"value": "3.60"
},
{
"label_key": "low",
"value": "3.60"
},
{
"label_key": "high",
"value": "4.03"
},
{
"label_key": "current",
"value": "3.70"
}
]
},
"open_odds": 3.6,
"page_alert_line": "Broad drift across 8/8 sportsbooks on Draw",
"phase_label": "Discovery",
"phase_tip": "Early price formation \u2014 opening equilibrium still forming.",
"pick_team": "Draw",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Pinnacle",
"show": true,
"signal_badge_class": "fade",
"signal_icon": "\ud83d\udcc9",
"signal_impact": {
"current_odds": 3.7,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +2.8%",
"open_odds": 3.6,
"summary": "Broad market drift supports the same direction as the model lean.",
"team": "Draw",
"tone": "with"
},
"signal_key": "market_fading",
"signal_label": "Weakening",
"steam_score": 43,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "8/8",
"current_odds": 3.7,
"move_display": "\u2191 +2.8%",
"open_odds": 3.6,
"pick_team": "Draw",
"steam_score": 43,
"steam_team_name": "Draw",
"steam_tier": "B"
},
"premium_teaser": {
"current_divergence_pp": 14.2,
"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": "farnborough",
"away_expected_goals": null,
"away_goal_display": 0,
"away_team_display_name": "Farnborough",
"away_team_id": 7715,
"away_team_logo": "/static/teams/7715.webp",
"away_team_name": "Farnborough",
"away_team_public_id": "443m3Va4jCeTM5",
"away_team_slug": "farnborough",
"country_code": "GB-ENG",
"country_display_name": "England",
"country_flag": "/static/images/country/gb-eng.svg",
"country_id": 49,
"country_name": "England",
"fixture_id": 1588376,
"goals_away": 0,
"goals_home": 0,
"home_expected_goals": null,
"home_goal_display": 0,
"home_team_country": "England",
"home_team_display_name": "Walton \u0026 Hersham",
"home_team_id": 8986,
"home_team_logo": "/static/teams/8986.webp",
"home_team_name": "Walton \u0026 Hersham",
"home_team_public_id": "2JRQJO9oMtGtJs",
"home_team_slug": "walton-hersham",
"ht.home_team_slug": "walton-hersham",
"league_country": "England",
"league_country_display": "England",
"league_display_name": "Liga Kebangsaan - Selatan",
"league_id": 51,
"league_logo": "/static/leagues/51.webp",
"league_name": "Liga Kebangsaan - Selatan",
"league_public_id": "1CLb0HhHXqBxus",
"league_season": 2026,
"match_date": "2026-09-26 14:00:00",
"public_id": "3XNLIY7Hc5XW9P",
"score_fulltime_away": null,
"score_fulltime_home": null,
"score_penalty_away": null,
"score_penalty_home": null,
"status_long": "First Half",
"status_short": "1H",
"venue_city": "Surrey",
"venue_name": "Elmbridge Xcel Sports Hub"
},
"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": 0.4728,
"best_odd": 1.98,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0668,
"ev": -0.1922,
"implied_prob": 0.4748,
"joint_probs": {
"away": 0.4748,
"draw": 0.2333,
"home": 0.2919
},
"model_prob": 0.3335,
"p_final": 0.408
},
"draw": {
"alpha": 0.1812,
"best_odd": 4.03,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0114,
"ev": -0.0141,
"implied_prob": 0.2333,
"joint_probs": {
"away": 0.4748,
"draw": 0.2333,
"home": 0.2919
},
"model_prob": 0.296,
"p_final": 0.2446
},
"ev_available": true,
"home": {
"alpha": 0.2646,
"best_odd": 3.22,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0208,
"ev": 0.007,
"implied_prob": 0.2919,
"joint_probs": {
"away": 0.4748,
"draw": 0.2333,
"home": 0.2919
},
"model_prob": 0.3705,
"p_final": 0.3127
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 1.98,
"edge": -0.1716,
"ev": -0.3397,
"implied_prob": 0.5051,
"model_prob": 0.3335
},
"draw": {
"best_odd": 4.03,
"edge": 0.0478,
"ev": 0.1928,
"implied_prob": 0.2481,
"model_prob": 0.296
},
"ev_available": true,
"home": {
"best_odd": 3.22,
"edge": 0.06,
"ev": 0.1931,
"implied_prob": 0.3106,
"model_prob": 0.3705
}
},
"btts": {
"alpha_no": 0.143,
"alpha_yes": 0.1966,
"best_no_odd": 3.2,
"best_yes_odd": 1.44,
"btts_ev_mode": "market_first_available",
"edge_no": 0.1327,
"edge_yes": -0.1327,
"ev_available": true,
"ev_no": 0.456,
"ev_no_risk_adj": -0.0367,
"ev_yes": -0.2152,
"ev_yes_risk_adj": -0.1285,
"implied_no": 0.3223,
"implied_yes": 0.6777,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 7,
"no": {
"alpha": 0.143,
"best_odd": 2.855,
"edge": 0.0196,
"ev": -0.0367,
"implied_prob": 0.3178,
"model_prob": 0.455,
"p_final": 0.3374
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.1966,
"best_odd": 1.33,
"edge": -0.027,
"ev": -0.1285,
"implied_prob": 0.6822,
"model_prob": 0.545,
"p_final": 0.6552
}
},
"n_bookmakers": 7,
"p_final_no": 0.3374,
"p_final_yes": 0.6552,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.1722,
"alpha_under": 0.1252,
"best_over_odd": 1.39,
"best_under_odd": 3.0,
"consensus_over_odd": 1.33,
"consensus_under_odd": 2.89,
"edge_over": -0.2001,
"edge_under": 0.2001,
"ev_available": true,
"ev_over": -0.33,
"ev_over_risk_adj": -0.1356,
"ev_under": 0.554,
"ev_under_risk_adj": -0.0158,
"implied_over": 0.6821,
"implied_over_mf": 0.6848,
"implied_under": 0.3179,
"implied_under_mf": 0.3152,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 7,
"over": {
"alpha": 0.1722,
"best_odd": 1.33,
"edge": -0.0349,
"ev": -0.1356,
"implied_prob": 0.6848,
"model_prob": 0.482,
"p_final": 0.6499
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.1252,
"best_odd": 2.89,
"edge": 0.0254,
"ev": -0.0158,
"implied_prob": 0.3152,
"model_prob": 0.518,
"p_final": 0.3406
}
},
"n_bookmakers": 7,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.6499,
"p_final_under": 0.3406,
"prediction_confidence": "very_low",
"reliability": "medium"
}
},
"match_tier": "value_game",
"min_ev": 0.02,
"total_xg": 2.6,
"variance_flag": false
},
"unified_decision": {
"actionable_ev_threshold": 0.02,
"algorithm": {
"enabled_since": "2026-05-26",
"game_typing_module": true,
"version": "2.5.0"
},
"balanced_alternative": null,
"best_consensus_ev": 0.554,
"best_outlier_ev": 0.554,
"best_tracked_ev": 0.554,
"confidence": 6.5,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_primary_ev_above_10",
"pred_conf_v1_max_1x2_under_50",
"pred_conf_v1_multi_ev_lines"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Primary EV above 10% (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)",
"Two or more valid +EV lines at threshold (+0.5)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 4.9,
"score_v1_legacy": 6.5,
"score_v2_pre_penalty": 6.9,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 4.9,
"score_pre_penalty": 6.9
},
"decision_type": "VALUE_ALERT",
"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": "monitor",
"final_decision": {
"action": "monitor",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 14.2,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.2,
"summary": "Model and market currently agree on the stronger side (Walton \u0026 Hersham)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.554,
"best_outlier_ev": 0.554,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 4.9,
"decision_strength_v1": 6.5,
"decision_strength_v2": 6.9,
"decision_type": "VALUE_ALERT",
"execution_confidence": 55,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Walton \u0026 Hersham at 37.0%, compared with a no-vig market probability of 29.2%.",
"why": [
{
"text": "Decision Model identifies Walton \u0026 Hersham as the value side (37.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 7.9,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Walton \u0026 Hersham",
"no_primary_reasons": {
"all_triggered": [
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"calibration_risk"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +55.4% 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 +55.4% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 4.9/10 (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 +55.4% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 4.9/10 (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": "69 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "55 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+55.4% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Walton \u0026 Hersham).",
"Decision strength: 4.9/10",
"Execution confidence below 65"
],
"reliability_score": 69,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"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": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": 0.007,
"consensus_ev_display": "+0.7%",
"consensus_odds": 3.22,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2919,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "+7.9 percentage points",
"raw_edge_pp": 7.9,
"raw_implied_prob": 0.3105590062111801,
"raw_signal_ev": 0.193,
"raw_signal_ev_display": "+19.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
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],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.08
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.296,
"max_1x2_prob": 0.3705,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.08
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
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"decision": "small_edge",
"edge": 0.0208,
"ev": 0.007,
"implied_prob": 0.2919,
"max_ev_side": "home",
"model_prob": 0.3705,
"side": "home",
"side_label": "Walton \u0026 Hersham"
},
"btts": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.143,
"available": true,
"consensus_odds": 2.855,
"edge": 0.0196,
"market_prob": 0.3178,
"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 7,
"no": {
"alpha": 0.143,
"best_odd": 2.855,
"edge": 0.0196,
"ev": -0.0367,
"implied_prob": 0.3178,
"model_prob": 0.455,
"p_final": 0.3374
},
"p_final": 0.3374,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0367,
"value_side": "no",
"yes": {
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"best_odd": 1.33,
"edge": -0.027,
"ev": -0.1285,
"implied_prob": 0.6822,
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"p_final": 0.6552
}
},
"edge": 0.1327,
"ev": 0.456,
"implied_prob": 0.3223,
"model_prob": 0.455,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1252,
"available": true,
"consensus_odds": 2.89,
"edge": 0.0254,
"market_prob": 0.3152,
"mode": "market_first_ou",
"model_prob": 0.518,
"n_bookmakers": 7,
"over": {
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"best_odd": 1.33,
"edge": -0.0349,
"ev": -0.1356,
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},
"p_final": 0.3406,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0158,
"under": {
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"edge": 0.0254,
"ev": -0.0158,
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},
"value_side": "under"
},
"edge": 0.2001,
"ev": 0.554,
"implied_prob": 0.3179,
"model_prob": 0.518,
"side": "under",
"value_side": "under"
}
},
"match_id": 1588376,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.554,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
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"draw": 0.296,
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},
"reason_codes": [
"model_summary"
],
"secondary_pick": {
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"ev": 0.554,
"implied_prob": 0.3179,
"market": "ou_2_5",
"model_prob": 0.518,
"not_dominant": false,
"risk_band": "strong",
"risk_tier": "secondary",
"side": "under",
"slot": "secondary"
},
"secondary_picks": [
{
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"implied_prob": 0.3179,
"market": "ou_2_5",
"model_prob": 0.518,
"not_dominant": false,
"risk_band": "strong",
"risk_tier": "secondary",
"side": "under",
"slot": "secondary"
}
],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Farnborough",
"home": "Walton \u0026 Hersham"
},
"top_pick": {
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"decision": "value_bet",
"ev": 0.456,
"implied_prob": 0.3223,
"market": "btts",
"model_prob": 0.455,
"not_dominant": true,
"primary_strength": "clear",
"risk_band": "medium",
"risk_tier": "primary",
"side": "no",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 2,
"value_context_1x2": {
"consensus_ev": 0.007,
"consensus_ev_display": "+0.7%",
"consensus_odds": 3.22,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2919,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "+7.9 percentage points",
"raw_edge_pp": 7.9,
"raw_implied_prob": 0.3105590062111801,
"raw_signal_ev": 0.193,
"raw_signal_ev_display": "+19.3%"
}
}
},
"fixture_id": 1588376,
"generated_at_utc": "2026-09-26T14:07:55.856865+00:00",
"lang_id": "en"
}
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Langgan Sekarang
Liga Kebangsaan - Selatan — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Maidstone United | 9 | 6 | 1 | 2 | 19 |
| 2 | Weston-super-Mare | 9 | 5 | 2 | 2 | 17 |
| 3 | Dagenham & Redbridge | 9 | 5 | 1 | 3 | 16 |
| 4 | Salisbury | 9 | 4 | 3 | 2 | 15 |
| 5 | Billericay Town | 9 | 4 | 3 | 2 | 15 |
| 6 | Tonbridge Angels | 9 | 4 | 2 | 3 | 14 |
| 7 | Truro City | 8 | 4 | 2 | 2 | 14 |
| 8 | Dover | 9 | 4 | 2 | 3 | 14 |
| 9 | Dorking Wanderers | 9 | 3 | 4 | 2 | 13 |
| 10 | Torquay United | 9 | 3 | 4 | 2 | 13 |
| 11 | Farnham Town | 8 | 4 | 1 | 3 | 13 |
| 12 | Folkestone Invicta | 8 | 3 | 3 | 2 | 12 |
| 13 | Chesham United | 9 | 3 | 1 | 5 | 10 |
| 14 | Chelmsford City | 8 | 1 | 7 | 0 | 10 |
| 15 | Horsham | 8 | 2 | 4 | 2 | 10 |
| 16 | Hemel Hempstead Town | 9 | 2 | 4 | 3 | 10 |
| 17 | Maidenhead | 9 | 2 | 4 | 3 | 10 |
| 18 | Braintree | 8 | 3 | 1 | 4 | 10 |
| 19 | AFC Totton | 8 | 3 | 1 | 4 | 10 |
| 20 | Farnborough | 8 | 3 | 1 | 4 | 10 |
| 21 | Hampton & Richmond | 9 | 2 | 2 | 5 | 8 |
| 22 | Ebbsfleet United | 3 | 1 | 2 | 0 | 5 |
| 23 | Slough Town | 8 | 1 | 0 | 7 | 3 |
| 24 | Walton & Hersham | 8 | 0 | 1 | 7 | 1 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Tonbridge Angels | 9 | 18 | 9 | +9 | 14 |
| 2 | Dorking Wanderers | 9 | 18 | 13 | +5 | 13 |
| 3 | Billericay Town | 9 | 18 | 14 | +4 | 15 |
| 4 | Maidstone United | 9 | 17 | 9 | +8 | 19 |
| 5 | Weston-super-Mare | 9 | 16 | 7 | +9 | 17 |
| 6 | Salisbury | 9 | 16 | 7 | +9 | 15 |
| 7 | Chesham United | 9 | 16 | 15 | +1 | 10 |
| 8 | Folkestone Invicta | 8 | 15 | 9 | +6 | 12 |
| 9 | Dover | 9 | 15 | 16 | -1 | 14 |
| 10 | Torquay United | 9 | 13 | 11 | +2 | 13 |
| 11 | Braintree | 8 | 13 | 18 | -5 | 10 |
| 12 | Truro City | 8 | 11 | 4 | +7 | 14 |
| 13 | Farnham Town | 8 | 11 | 10 | +1 | 13 |
| 14 | Hampton & Richmond | 9 | 11 | 23 | -12 | 8 |
| 15 | Dagenham & Redbridge | 9 | 9 | 7 | +2 | 16 |
| 16 | Chelmsford City | 8 | 9 | 8 | +1 | 10 |
| 17 | Horsham | 8 | 9 | 10 | -1 | 10 |
| 18 | Slough Town | 8 | 9 | 21 | -12 | 3 |
| 19 | Hemel Hempstead Town | 9 | 8 | 10 | -2 | 10 |
| 20 | Maidenhead | 9 | 8 | 11 | -3 | 10 |
| 21 | AFC Totton | 8 | 8 | 13 | -5 | 10 |
| 22 | Farnborough | 8 | 6 | 11 | -5 | 10 |
| 23 | Walton & Hersham | 8 | 4 | 24 | -20 | 1 |
| 24 | Ebbsfleet United | 3 | 3 | 1 | +2 | 5 |
