The model missed the final outcome (Draw 0–0).
The model had projected Torres at 36.1%, 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 Over 2.5 Under 2.5 (0 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Tidak ✖ tak betul
- 1X2 Torres Lukis ✖ tak betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 0-0 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Torres | 36.1% | 50.6% | -14.5 pp | Market Higher |
| Draw | 29.6% | 26.4% | +3.3 pp | Aligned |
| Vado | 34.2% | 23.0% | +11.2 pp | Model Edge |
The closing market estimates Torres's win probability at 50.6%, compared with the model's estimate of 36.1%, a difference of 14.5 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.
Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.
Selepas sepenuh masa, hasilnya ialah Draw 0–0.
Market Assessment
The market is materially more optimistic about Torres 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 failed
- Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
- Over / Under 2.5: model leaned Over 2.5; match finished Under 2.5 (0 goals)
Market lesson
The closing market differed from the model on Torres by 14.5 percentage points (50.6% vs model 36.1%) — 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 · 12:30 UTC Forecast generated
- Model 1X2 · Torres 36.1% · Draw 29.7% · Vado 34.2%
- xG · Torres 1.32 — Vado 1.28
-
Sep 26, 2026 · 12:01 UTC Opening odds snapshot PRE30
- 1X2 odds · Torres 1.83 · Draw 3.51 · Vado 4.03
- Implied 1X2 · Torres 50.6% · Draw 26.4% · Vado 23.0%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 12:30 UTC Closing snapshot recorded PRE1
- 1X2 odds · Torres 1.83 · Draw 3.51 · Vado 4.03
- Implied 1X2 · Torres 50.6% · Draw 26.4% · Vado 23.0%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 12:30 UTC Kickoff
-
FT Full-time result Draw · 0–0
-
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 (15 pp)
Bukti
★★★★★
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
Pricing proximity (inverse gap)
27/100
Betting Confidence
44/100
Validation Report
Immutable Snapshot
Closing Odds
1.83
AI Fair Odds
—
CLV
Pending
Final Result
Draw · Torres 0–0 Vado
Prediction
✖ Missed
Decision Grade
F
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Semakan Soalan Lazim
- Sejauh manakah ramalan itu tepat?
- Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
- Apakah ukuran Ketepatan xG?
- Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
- Mengapakah skor tepat tidak diramalkan?
- Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
- Adakah ini meningkatkan rekod AI?
- Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.
Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.
Taklimat AI untuk perlawanan ini belum tersedia. Selepas naik taraf pelayan, jalankan semula “Batch generate odds” untuk menjana ringkasan.
View technical JSON
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},
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"correct_score": {
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],
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},
"double_chance": {
"options": [
{
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{
"key": "12",
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{
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],
"pick_key": "12",
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"match_winner": {
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"over_under": {
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"prob_source": "poisson",
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},
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{
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{
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{
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{
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]
},
"home_xg": 1.32,
"homepage_pick": null,
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{
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},
"ev_available": true,
"ev_no": -0.1491,
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},
"featured": true,
"id": "btts",
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"tier": "best",
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},
{
"authority_action": "no_bet",
"authority_note": "The market has moved toward Vado, but the model still strongly favours Torres.",
"consensus_odds": 1.83,
"decision": "no_bet",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": -0.1984,
"ev_available": true,
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"text": "-19.8%"
},
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"id": "1x2",
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},
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"side_label": "Torres",
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"tier": "lean"
},
{
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"edge_pp": 0.2,
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"alpha": 0.2219,
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"edge": 0.002,
"ev": -0.0763,
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},
"p_final": 0.4749,
"prediction_confidence": "very_low",
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"under": {
"alpha": 0.2441,
"best_odd": 1.745,
"edge": -0.0022,
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"model_prob": 0.518,
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},
"value_side": "over"
},
"ev_available": true,
"ev_over": -0.0119,
"ev_over_display": {
"capped": false,
"raw_pct": -1.2,
"text": "-1.2%"
},
"ev_under": -0.0624,
"ev_under_display": {
"capped": false,
"raw_pct": -6.2,
"text": "-6.2%"
},
"featured": false,
"id": "ou_2_5",
"max_ev": -0.0119,
"n_bookmakers": 7,
"over_prob": 48.2,
"sort_key": 1797.025,
"tier": "bad_ev",
"under_prob": 51.8,
"value_side": "over"
},
{
"featured": false,
"id": "correct_score",
"sort_key": 817.5,
"tier": "risk",
"top_label": "1-1",
"top_prob": 12.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "7/8",
"alert_breadth_note": "7/8 sportsbooks confirmed",
"alert_move": "\u2193 -21.3%",
"alert_team": "Vado",
"alert_title": "Sharp Money Alert",
"divergence_pp": 14.5,
"has_alert": true,
"hero_edge_pp": -14.51,
"hero_label": "Torres",
"market_prob_pct": 50.6,
"market_team": "Torres",
"model_prob_pct": 36.1,
"model_team": "Torres",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 95,
"steam_subtitle": "Strong multi-book steam",
"steam_tier": "A+",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
"read_min": 5,
"title": "When Should You Trust AI Over the Market?",
"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"key": "steam",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.5,
"summary": "The market has moved toward Vado, but the model still strongly favours Torres."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.5,
"summary": "The market has moved toward Vado, but the model still strongly favours Torres."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.09,
"best_outlier_ev": 0.3798,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 20,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Torres at 36.1%, compared with a no-vig market probability of 50.6%.",
"why": [
{
"text": "Decision Model identifies Torres 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": 14.5,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved toward Vado, but the model still strongly favours Torres.",
"model_conflict_detail": null,
"model_lean": "Torres",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Torres \u00b7 decimal odds ~2.53 (derived from model% \u00d7 (1+EV)) \u00b7 EV +38% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1608679 \u00b7 snapshot=live-render \u00b7 odds\u22482.53 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +9.0% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +9.0% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +9.0% \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 +9.0% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "57 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "20 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+9.0% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved toward Vado, but the model still strongly favours Torres.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +38% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 57,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved toward Vado, but the model still strongly favours Torres.",
"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": -0.1984,
"consensus_ev_display": "-19.8%",
"consensus_odds": 1.83,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5062,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "-14.5 percentage points",
"raw_edge_pp": -14.5,
"raw_implied_prob": 0.5464480874316939,
"raw_signal_ev": -0.3396,
"raw_signal_ev_display": "-34.0%"
},
"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": "7/8",
"breadth_ratio": 0.875,
"evidence": {
"score": 57,
"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": "!",
"key": "steam",
"label": "Sharp steam conflicts with model",
"status": "caution"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (15 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Steam conflicts with model",
"tone": "caution"
}
],
"parts": {
"alignment": 17.7,
"data_quality": 12.0,
"market_coverage": 8.8,
"steam_coherence": 0.0,
"validation": 14.0
},
"score": 57,
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 14.51,
"market_agreement": "weak",
"max_gap_pp": 14.51,
"model_calibration": {
"away_xg": 1.28,
"calibration_status": "ok",
"deviation_pct": -2.0,
"elevated": false,
"home_xg": 1.32,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.32,
"status_label": "Within typical league range",
"summary": "Home xG 1.32 \u00b7 Away xG 1.28 \u00b7 League avg 1.35 \u00b7 Peak deviation -2%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": -21.3,
"steam_conflicts": true,
"steam_move_display": "\u2193 -21.3%",
"steam_team": "Vado",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 20,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 9,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 36,
"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": 9,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has moved toward Vado, but the model still strongly favours Torres.",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.5,
"summary": "The market has moved toward Vado, but the model still strongly favours Torres."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.5,
"summary": "The market has moved toward Vado, but the model still strongly favours Torres."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.09,
"best_outlier_ev": 0.3798,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 20,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Torres at 36.1%, compared with a no-vig market probability of 50.6%.",
"why": [
{
"text": "Decision Model identifies Torres 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": 14.5,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved toward Vado, but the model still strongly favours Torres.",
"model_conflict_detail": null,
"model_lean": "Torres",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Torres \u00b7 decimal odds ~2.53 (derived from model% \u00d7 (1+EV)) \u00b7 EV +38% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1608679 \u00b7 snapshot=live-render \u00b7 odds\u22482.53 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +9.0% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +9.0% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +9.0% \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 +9.0% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "57 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "20 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+9.0% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved toward Vado, but the model still strongly favours Torres.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +38% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 57,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved toward Vado, but the model still strongly favours Torres.",
"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": -0.1984,
"consensus_ev_display": "-19.8%",
"consensus_odds": 1.83,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5062,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "-14.5 percentage points",
"raw_edge_pp": -14.5,
"raw_implied_prob": 0.5464480874316939,
"raw_signal_ev": -0.3396,
"raw_signal_ev_display": "-34.0%"
},
"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 toward Vado, but the model still strongly favours Torres.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Torres 1.32 xG vs Vado 1.28 \u2192 Torres 36.1%",
"Market: Torres ~50.6% implied",
"Market Steam: Vado \u2193 -21.3%"
],
"one_liner": "Model favours Torres, but sharp money moved toward Vado.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -14.51,
"fair_prob": 36.11,
"label": "Torres",
"market_prob": 50.62,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 3.26,
"fair_prob": 29.65,
"label": "Draw",
"market_prob": 26.39,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 11.25,
"fair_prob": 34.24,
"label": "Vado",
"market_prob": 22.99,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": 1.17,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 47.03,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": -1.17,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 52.97,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": 4.96,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 49.54,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": -4.96,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 50.46,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": -14.51,
"fair_prob_pct": 36.11,
"hero_side": "home",
"hero_team_name": "Torres",
"market_prob_pct": 50.62,
"status": "strong_market_ahead",
"steam_team_name": "Vado"
},
"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 Torres\u0027s win probability at 50.6%, compared with the model\u0027s estimate of 36.1%, a difference of 14.5 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": 14.51,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "Strong model-market divergence",
"divergence_level": "strong",
"divergence_level_label": "Strong divergence",
"divergence_note": "The fair estimate differs noticeably from current market pricing. This may reflect genuine disagreement or incomplete rating inputs.",
"divergence_tier": "strong",
"edge_label": "Strong disagreement",
"edge_label_key": "strong_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Torres",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 50.6,
"model_prob_gap_display": "-14.5 percentage points",
"model_prob_gap_pp": -14.5,
"model_prob_pct": 36.1,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "-14.5 percentage points",
"gap_pp": -14.5,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 57,
"reliability_tier": "limited",
"summary": "The market has moved toward Vado, but the model still strongly favours Torres. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 20,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 9,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 36,
"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": 9,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Torres 1.32 xG vs Vado 1.28 \u2192 Torres 36.1%",
"Market: Torres ~50.6% implied",
"Market Steam: Vado \u2193 -21.3%"
],
"one_liner": "Model favours Torres, but sharp money moved toward Vado.",
"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": -14.51,
"hero_label": "Torres",
"hero_side": "home",
"market_activity": "Vado odds shortened \u2193 -21.3%.",
"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, recent buying interest has been on Vado, with odds shortening by 21.3%.",
"gap_tier": "strong",
"lead": "The market is materially more optimistic about Torres than the current fair estimate.",
"note": "Buying interest on Vado \u2014 odds shortened by 21.3%.",
"paragraphs": [
"The market is materially more optimistic about Torres than the current fair estimate.",
"However, recent buying interest has been on Vado, with odds shortening by 21.3%.",
"Buying interest on Vado \u2014 odds shortened by 21.3%."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market favors Torres more strongly than the current fair estimate.",
"At the same time, Vado has attracted buying interest, with odds shortening by 21.3%.",
"Broad sportsbook alignment (7/8) supports the current market view on Vado."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 14.51,
"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 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": "strong",
"largest_gap_label": "Torres",
"largest_gap_pp": -14.5,
"lead": "The closing market prices Torres higher than the statistical model.",
"level": "strong",
"max_gap_pp": 14.5,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -14.51,
"edge_pp": -14.51,
"fair_prob_pct": 36.11,
"is_hero": true,
"label": "Torres",
"market_prob_pct": 50.62,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": 3.26,
"edge_pp": 3.26,
"fair_prob_pct": 29.65,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 26.39,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 11.25,
"edge_pp": 11.25,
"fair_prob_pct": 34.24,
"is_hero": false,
"label": "Vado",
"market_prob_pct": 22.99,
"side": "away",
"signal_key": "model_edge",
"signal_label": "Model Edge"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "Buying interest on Vado \u2014 odds shortened by 21.3%.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Torres (50.6%).",
"However, Vado has attracted one of the strongest multi-book steam moves of the day (\u2193 -21.3%, 7/8).",
"This creates a conflict: Model \u2192 Torres, Market \u2192 Torres, Recent sharp money \u2192 Vado.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 54.64,
"closing_odds": 1.83,
"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": 54.64,
"entry_odds": 1.83,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Warning",
"model_validation_status": "warning",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Prediction Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 7,
"books_reacting_detail": [
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2193 -38.5%",
"odds_delta_pct": -38.5
},
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2193 -27.7%",
"odds_delta_pct": -27.7
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2193 -27.2%",
"odds_delta_pct": -27.2
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2193 -27.1%",
"odds_delta_pct": -27.1
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2193 -21.3%",
"odds_delta_pct": -21.3
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2193 -4.5%",
"odds_delta_pct": -4.5
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2193 -2.9%",
"odds_delta_pct": -2.9
}
],
"books_total": 8,
"breadth_display": "7/8",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 4.33,
"is_drift": false,
"move_context": "Largest move today",
"move_display": "\u2193 -21.3%",
"move_pct_abs": 21.3,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 75h 45m",
"narrative_paragraphs": [
"7/8 books synchronized on Vado (21.3% steam, score 95) \u2014 high-conviction multi-book repricing beats isolated ticks.",
"Sharp sportsbooks led a meaningful repricing with broad market follow-through."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": -21.3,
"odds_path": {
"chart_y_labels": [
"5.50",
"4.77",
"4.03"
],
"display": "6.50 \u2192 3.82 \u2192 4.33",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 75h 45m",
"pick_team": "Vado",
"points": [
{
"label_key": "open",
"value": "6.50"
},
{
"label_key": "extreme",
"value": "3.82"
},
{
"label_key": "current",
"value": "4.33"
}
],
"sparkline_points": [
5.5,
4.03,
4.33
],
"sparkline_polyline": "0.0,0.0 28.0,18.0 56.0,14.3",
"sparkline_trend": "down",
"sparkline_trend_label": "One-way drop",
"summary_boxes": [
{
"label_key": "open",
"value": "5.50"
},
{
"label_key": "low",
"value": "4.03"
},
{
"label_key": "high",
"value": "5.50"
},
{
"label_key": "current",
"value": "4.33"
}
]
},
"open_odds": 5.5,
"page_alert_line": "Sharp money alert: Vado \u2193 -21.3% market move detected",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "Vado",
"ref_book": "Bet365",
"seo_title_alert": "Sharp money alert: Vado \u2193 -21.3% market move detected",
"sharp_leader": "Betfair",
"show": true,
"signal_badge_class": "steam",
"signal_icon": "\ud83d\udd25",
"signal_impact": {
"current_odds": 4.33,
"is_drift": false,
"label": "Sharp signal",
"move_display": "\u2193 -21.3%",
"open_odds": 5.5,
"summary": "Market moved toward Vado while the model still favours another side.",
"team": "Vado",
"tone": "against"
},
"signal_key": "strong_steam",
"signal_label": "Strong steam",
"steam_score": 95,
"steam_subtitle": "Strong multi-book steam",
"steam_tier": "A+",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "7/8",
"current_odds": 4.33,
"move_display": "\u2193 -21.3%",
"open_odds": 5.5,
"pick_team": "Vado",
"steam_score": 95,
"steam_team_name": "Vado",
"steam_tier": "A+"
},
"premium_teaser": {
"current_divergence_pp": 14.5,
"divergence_label": "Current divergence",
"title": "Premium Market Intelligence",
"unlock_items": [
"Historical similar matches",
"Closing odds analysis",
"CLV tracking",
"Sharp money signals",
"Market efficiency rating",
"Historical model vs market results"
],
"unlock_label": "Unlock"
},
"show": true
},
"match": {
"at2.away_team_slug": "vado",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Vado",
"away_team_id": 9442,
"away_team_logo": "/static/teams/9442.webp",
"away_team_name": "Vado",
"away_team_public_id": "3Lm1qvkz569Wpn",
"away_team_slug": "vado",
"country_code": "IT",
"country_display_name": "Italy",
"country_flag": "/static/images/country/it.svg",
"country_id": 79,
"country_name": "Italy",
"fixture_id": 1608679,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Italy",
"home_team_display_name": "Torres",
"home_team_id": 9534,
"home_team_logo": "/static/teams/9534.webp",
"home_team_name": "Torres",
"home_team_public_id": "5xXw0P8AN5AuI0",
"home_team_slug": "torres",
"ht.home_team_slug": "torres",
"league_country": "Italy",
"league_country_display": "Italy",
"league_display_name": "Serie C - Girone B",
"league_id": 942,
"league_logo": "/static/leagues/942.webp",
"league_name": "Serie C - Girone B",
"league_public_id": "60hh7BGqSoxefa",
"league_season": 2026,
"match_date": "2026-09-26 12:30:00",
"public_id": "4yXhHNeKGxQXf8",
"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": "Sassari",
"venue_name": "Vanni Sanna"
},
"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": 0.1662,
"best_odd": 4.03,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0187,
"ev": 0.0018,
"implied_prob": 0.2299,
"joint_probs": {
"away": 0.2299,
"draw": 0.2639,
"home": 0.5062
},
"model_prob": 0.3424,
"p_final": 0.2486
},
"draw": {
"alpha": 0.2853,
"best_odd": 3.51,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0093,
"ev": -0.0408,
"implied_prob": 0.2639,
"joint_probs": {
"away": 0.2299,
"draw": 0.2639,
"home": 0.5062
},
"model_prob": 0.2967,
"p_final": 0.2733
},
"ev_available": true,
"home": {
"alpha": 0.4693,
"best_odd": 1.83,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0682,
"ev": -0.1984,
"implied_prob": 0.5062,
"joint_probs": {
"away": 0.2299,
"draw": 0.2639,
"home": 0.5062
},
"model_prob": 0.3609,
"p_final": 0.438
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 4.03,
"edge": 0.0943,
"ev": 0.3798,
"implied_prob": 0.2481,
"model_prob": 0.3424
},
"draw": {
"best_odd": 3.51,
"edge": 0.0118,
"ev": 0.0413,
"implied_prob": 0.2849,
"model_prob": 0.2967
},
"ev_available": true,
"home": {
"best_odd": 1.83,
"edge": -0.1855,
"ev": -0.3395,
"implied_prob": 0.5464,
"model_prob": 0.3609
}
},
"btts": {
"alpha_no": 0.2098,
"alpha_yes": 0.2098,
"best_no_odd": 1.87,
"best_yes_odd": 2.0,
"btts_ev_mode": "market_first_available",
"edge_no": -0.0496,
"edge_yes": 0.0496,
"ev_available": true,
"ev_no": -0.1491,
"ev_no_risk_adj": -0.0974,
"ev_yes": 0.09,
"ev_yes_risk_adj": -0.0626,
"implied_no": 0.5046,
"implied_yes": 0.4954,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 7,
"no": {
"alpha": 0.2098,
"best_odd": 1.84,
"edge": -0.0094,
"ev": -0.0974,
"implied_prob": 0.5,
"model_prob": 0.455,
"p_final": 0.4906
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.2098,
"best_odd": 1.84,
"edge": 0.0094,
"ev": -0.0626,
"implied_prob": 0.5,
"model_prob": 0.545,
"p_final": 0.5094
}
},
"n_bookmakers": 7,
"p_final_no": 0.4906,
"p_final_yes": 0.5094,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.2219,
"alpha_under": 0.2441,
"best_over_odd": 2.05,
"best_under_odd": 1.81,
"consensus_over_odd": 1.945,
"consensus_under_odd": 1.745,
"edge_over": 0.0117,
"edge_under": -0.0117,
"ev_available": true,
"ev_over": -0.0119,
"ev_over_risk_adj": -0.0763,
"ev_under": -0.0624,
"ev_under_risk_adj": -0.0841,
"implied_over": 0.4703,
"implied_over_mf": 0.4729,
"implied_under": 0.5297,
"implied_under_mf": 0.5271,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 7,
"over": {
"alpha": 0.2219,
"best_odd": 1.945,
"edge": 0.002,
"ev": -0.0763,
"implied_prob": 0.4729,
"model_prob": 0.482,
"p_final": 0.4749
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2441,
"best_odd": 1.745,
"edge": -0.0022,
"ev": -0.0841,
"implied_prob": 0.5271,
"model_prob": 0.518,
"p_final": 0.5249
}
},
"n_bookmakers": 7,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.4749,
"p_final_under": 0.5249,
"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": 0.09,
"best_outlier_ev": 0.3798,
"best_tracked_ev": 0.09,
"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)",
"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": 3.1,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_pre_penalty": 3.1
},
"decision_type": "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": true,
"direction_key": "agree",
"gap_pp": 14.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.5,
"summary": "The market has moved toward Vado, but the model still strongly favours Torres."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.09,
"best_outlier_ev": 0.3798,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 5.0,
"decision_strength_v2": 3.1,
"decision_type": "NO_SIGNAL",
"execution_confidence": 20,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Torres at 36.1%, compared with a no-vig market probability of 50.6%.",
"why": [
{
"text": "Decision Model identifies Torres 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": 14.5,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved toward Vado, but the model still strongly favours Torres.",
"model_conflict_detail": null,
"model_lean": "Torres",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Torres \u00b7 decimal odds ~2.53 (derived from model% \u00d7 (1+EV)) \u00b7 EV +38% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1608679 \u00b7 snapshot=live-render \u00b7 odds\u22482.53 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +9.0% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +9.0% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +9.0% \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 +9.0% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "57 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "20 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+9.0% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved toward Vado, but the model still strongly favours Torres.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +38% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 57,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has moved toward Vado, but the model still strongly favours Torres.",
"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": -0.1984,
"consensus_ev_display": "-19.8%",
"consensus_odds": 1.83,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5062,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "-14.5 percentage points",
"raw_edge_pp": -14.5,
"raw_implied_prob": 0.5464480874316939,
"raw_signal_ev": -0.3396,
"raw_signal_ev_display": "-34.0%"
},
"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": 1.83,
"decision": "no_bet",
"edge": -0.0682,
"ev": -0.1984,
"implied_prob": 0.5062,
"max_ev_side": "away",
"model_prob": 0.3609,
"side": "home",
"side_label": "Torres"
},
"btts": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2098,
"available": true,
"consensus_odds": 1.84,
"edge": 0.0094,
"market_prob": 0.5,
"mode": "market_first_btts",
"model_prob": 0.545,
"n_bookmakers": 7,
"no": {
"alpha": 0.2098,
"best_odd": 1.84,
"edge": -0.0094,
"ev": -0.0974,
"implied_prob": 0.5,
"model_prob": 0.455,
"p_final": 0.4906
},
"p_final": 0.5094,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0626,
"value_side": "yes",
"yes": {
"alpha": 0.2098,
"best_odd": 1.84,
"edge": 0.0094,
"ev": -0.0626,
"implied_prob": 0.5,
"model_prob": 0.545,
"p_final": 0.5094
}
},
"edge": 0.0496,
"ev": 0.09,
"implied_prob": 0.4954,
"model_prob": 0.545,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "lean",
"decision_layer": {
"alpha": 0.2219,
"available": true,
"consensus_odds": 1.945,
"edge": 0.002,
"market_prob": 0.4729,
"mode": "market_first_ou",
"model_prob": 0.482,
"n_bookmakers": 7,
"over": {
"alpha": 0.2219,
"best_odd": 1.945,
"edge": 0.002,
"ev": -0.0763,
"implied_prob": 0.4729,
"model_prob": 0.482,
"p_final": 0.4749
},
"p_final": 0.4749,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0763,
"under": {
"alpha": 0.2441,
"best_odd": 1.745,
"edge": -0.0022,
"ev": -0.0841,
"implied_prob": 0.5271,
"model_prob": 0.518,
"p_final": 0.5249
},
"value_side": "over"
},
"edge": 0.0117,
"ev": -0.0119,
"implied_prob": 0.4703,
"model_prob": 0.482,
"side": "over",
"value_side": "over"
}
},
"match_id": 1608679,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.09,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3424,
"draw": 0.2967,
"home": 0.3609
},
"reason_codes": [
"no_ev_1x2"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Vado",
"home": "Torres"
},
"top_pick": {
"composite_score": 0.04905,
"decision": "value_bet",
"ev": 0.09,
"implied_prob": 0.4954,
"market": "btts",
"model_prob": 0.545,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "yes",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": -0.1984,
"consensus_ev_display": "-19.8%",
"consensus_odds": 1.83,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5062,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "-14.5 percentage points",
"raw_edge_pp": -14.5,
"raw_implied_prob": 0.5464480874316939,
"raw_signal_ev": -0.3396,
"raw_signal_ev_display": "-34.0%"
}
}
},
"fixture_id": 1608679,
"generated_at_utc": "2026-09-26T12:30:17.140762+00:00",
"lang_id": "en"
}
Terokai Kandungan Ramalan Lain
Dapatkan Ramalan Premium untuk Torres & Vado!
Buka analisis mendalam, tip pertaruhan eksklusif, dan ramalan perlawanan dengan perkhidmatan langganan premium kami.
Langgan Sekarang
Serie C - Girone B — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Spezia | 7 | 6 | 1 | 0 | 19 |
| 2 | Ravenna | 7 | 5 | 2 | 0 | 17 |
| 3 | Grosseto | 7 | 4 | 3 | 0 | 15 |
| 4 | Reggiana | 7 | 4 | 2 | 1 | 14 |
| 5 | Livorno | 7 | 4 | 2 | 1 | 14 |
| 6 | Città di Campobasso | 7 | 3 | 2 | 2 | 11 |
| 7 | Torres | 7 | 3 | 2 | 2 | 11 |
| 8 | Forli | 7 | 2 | 4 | 1 | 10 |
| 9 | Perugia | 7 | 3 | 1 | 3 | 10 |
| 10 | Guidonia Montecelio 1937 | 7 | 2 | 3 | 2 | 9 |
| 11 | Atalanta II | 6 | 3 | 0 | 3 | 9 |
| 12 | Pescara | 7 | 2 | 2 | 3 | 8 |
| 13 | Ostia Mare | 7 | 2 | 1 | 4 | 7 |
| 14 | Gubbio | 7 | 2 | 1 | 4 | 7 |
| 15 | Pineto | 7 | 1 | 4 | 2 | 7 |
| 16 | Latina | 6 | 1 | 2 | 3 | 5 |
| 17 | Vado | 7 | 1 | 2 | 4 | 5 |
| 18 | Vis Pesaro | 7 | 1 | 1 | 5 | 4 |
| 19 | Pianese | 7 | 0 | 3 | 4 | 3 |
| 20 | Sambenedettese | 7 | 0 | 2 | 5 | 2 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Spezia | 7 | 14 | 4 | +10 | 19 |
| 2 | Grosseto | 7 | 13 | 4 | +9 | 15 |
| 3 | Forli | 7 | 13 | 11 | +2 | 10 |
| 4 | Ravenna | 7 | 12 | 2 | +10 | 17 |
| 5 | Reggiana | 7 | 12 | 6 | +6 | 14 |
| 6 | Città di Campobasso | 7 | 11 | 10 | +1 | 11 |
| 7 | Livorno | 7 | 10 | 8 | +2 | 14 |
| 8 | Guidonia Montecelio 1937 | 7 | 9 | 7 | +2 | 9 |
| 9 | Pescara | 7 | 9 | 11 | -2 | 8 |
| 10 | Gubbio | 7 | 9 | 13 | -4 | 7 |
| 11 | Torres | 7 | 8 | 8 | 0 | 11 |
| 12 | Ostia Mare | 7 | 8 | 9 | -1 | 7 |
| 13 | Sambenedettese | 7 | 8 | 13 | -5 | 2 |
| 14 | Vis Pesaro | 7 | 8 | 16 | -8 | 4 |
| 15 | Atalanta II | 6 | 7 | 9 | -2 | 9 |
| 16 | Pineto | 7 | 6 | 10 | -4 | 7 |
| 17 | Perugia | 7 | 6 | 11 | -5 | 10 |
| 18 | Latina | 6 | 5 | 8 | -3 | 5 |
| 19 | Vado | 7 | 5 | 8 | -3 | 5 |
| 20 | Pianese | 7 | 4 | 9 | -5 | 3 |
