The model missed the final outcome (Draw 1–1).
The model had projected Acassuso at 36.1%, but the full-time result went the other way.
Pasaran yang dijejaki vs hasil sepenuh masa
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Under 2.5 Under 2.5 (2 matlamat) ✔ Betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Ya ✔ Betul
- 1X2 Acassuso Lukis ✖ tak betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 1-1 ✔ Betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Acassuso | 36.1% | 23.9% | +12.2 pp | Model Edge |
| Draw | 29.6% | 35.2% | -5.5 pp | Market Higher |
| Midland | 34.2% | 40.9% | -6.7 pp | Market Higher |
The statistical model estimates Acassuso's win probability at 36.1%, compared with the closing market's implied probability of 23.9%, a difference of 12.2 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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 1–1.
Market Assessment
The statistical fair estimate is materially higher than the market on Acassuso.
- The model may see a slower-scoring or closer matchup than the market.
- Monitor line movement before kickoff — not a betting recommendation.
Post Match Insights
What worked
- Both Teams To Score (Yes) matched the full-time result
- Under 2.5 goals aligned with the xG profile
- Exact score 1–1 fell within the model's highlighted bins
What failed
- 1X2: model leaned Acassuso; match finished Draw
Market lesson
The closing market differed from the model on Acassuso by 12.2 percentage points (23.9% vs model 36.1%) — in this case the market view proved closer.
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Aug 14, 2026 · 17:59 UTC Forecast generated
- Model 1X2 · Acassuso 36.1% · Draw 29.7% · Midland 34.2%
- xG · Acassuso 1.32 — Midland 1.28
-
Aug 14, 2026 · 17:30 UTC Opening odds snapshot PRE30
- 1X2 odds · Acassuso 3.99 · Draw 2.71 · Midland 2.33
- Implied 1X2 · Acassuso 23.9% · Draw 35.2% · Midland 40.9%
- Bookmaker · Pinnacle
-
Aug 14, 2026 · 17:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · Acassuso 3.99 · Draw 2.71 · Midland 2.33
- Implied 1X2 · Acassuso 23.9% · Draw 35.2% · Midland 40.9%
- Bookmaker · Pinnacle
-
Aug 14, 2026 · 18:00 UTC Kickoff
-
FT Full-time result Draw · 1–1
-
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.
Metrik pra-padanan (konteks sejarah)
- Validation: Warning
- Large market gap (12 pp)
- Statistical edge detected
- Market has already priced much of the edge
- Validation warning
Validation Report
Immutable SnapshotModel 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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"facts": {
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"reason": "No clear edge in 1X2 market",
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}
},
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"away_score_rate": 72.2,
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"pick": "Yes",
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},
"correct_score": {
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{
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{
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{
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{
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],
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},
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"options": [
{
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},
{
"key": "12",
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"prob": 70.3
},
{
"key": "X2",
"label": "Draw or Midland",
"prob": 63.8
}
],
"pick_key": "12",
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"pick_prob": 70.3
},
"match_winner": {
"away_pct": 34.2,
"draw_pct": 29.6,
"home_pct": 36.1,
"lean_key": "home",
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},
"over_under": {
"api_hint": "-3.5",
"avg_total": 2.6,
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"confidence": "low",
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"pick": "Under 2.5",
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},
"prob_source": "poisson",
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"label": "Home",
"market": "Acassuso Win",
"model_prob": 36.1,
"odds": 3.99
}
},
"closing_line_bundle": {
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"closing_1x2_probs_pct": {
"away": 40.92,
"draw": 35.18,
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},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE1",
"closing_fetched_at": "2026-08-14 17:59:02",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-08-14 17:30:35",
"has_data": true,
"home_team": "Acassuso",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
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{
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{
"closing_implied_pct": 35.18,
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"model_pct": 29.67
},
{
"closing_implied_pct": 40.92,
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},
{
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},
{
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}
],
"movement": [
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{
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{
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{
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{
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],
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"top_value_gap": {
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}
},
"correct_score_insight": {
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"lean_card": {
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"n_bookmakers": 10,
"status_key": "no_value"
},
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"label": "1-1",
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},
"top5": [
{
"label": "1-1",
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},
{
"label": "1-0",
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},
{
"label": "0-1",
"prob": 9.5
},
{
"label": "2-1",
"prob": 8.3
},
{
"label": "1-2",
"prob": 8.0
}
]
},
"home_xg": 1.32,
"homepage_pick": null,
"market_cards": [
{
"authority_action": "monitor",
"authority_note": "Validation pending \u2014 monitor the line before acting.",
"consensus_odds": 3.99,
"decision": "value_bet",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": 0.0727,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": 7.3,
"text": "+7.3%"
},
"featured": true,
"id": "1x2",
"implied_prob": 0.239,
"is_extreme_disagreement": false,
"max_ev": 0.0727,
"max_ev_display": {
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},
"model_prob": 0.3609,
"raw_edge_display": "+12.2 percentage points",
"raw_edge_pp": 12.2,
"raw_signal_ev": 0.44,
"raw_signal_ev_display": "+44.0%",
"show_primary_label": false,
"side_label": "Acassuso",
"sort_key": 10215.43,
"tier": "best"
},
{
"decision": "lean",
"decision_layer": {
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},
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"ev_no_display": null,
"ev_yes": null,
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"featured": false,
"id": "btts",
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"no_prob": 45.5,
"sort_key": 4050.0,
"tier": "lean",
"value_side": "yes",
"yes_prob": 54.5
},
{
"decision": "no_bet",
"decision_layer": {
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},
"ev_available": false,
"ev_over": null,
"ev_over_display": null,
"ev_under": null,
"ev_under_display": null,
"featured": false,
"id": "ou_2_5",
"max_ev": null,
"n_bookmakers": 0,
"over_prob": 48.2,
"sort_key": 2050.0,
"tier": "pass",
"under_prob": 51.8,
"value_side": "under"
},
{
"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": "9/14",
"alert_breadth_note": "9/14 sportsbooks confirmed",
"alert_move": "\u2191 +4.7%",
"alert_team": "Midland",
"alert_title": "Sharp Money Alert",
"divergence_pp": 12.2,
"has_alert": true,
"hero_edge_pp": 12.21,
"hero_label": "Acassuso",
"market_prob_pct": 23.9,
"market_team": "Midland",
"model_prob_pct": 36.1,
"model_team": "Acassuso",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 41,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"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": false,
"direction_key": "conflict",
"gap_pp": 12.2,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 12.2,
"summary": "Model and market currently agree on the stronger side (Acassuso)."
},
"authority": {
"action": "monitor",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 12.2,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 12.2,
"summary": "Model and market currently agree on the stronger side (Acassuso)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0727,
"best_outlier_ev": 0.4401,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.9,
"decision_strength_v1": 5.0,
"decision_strength_v2": 5.9,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"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 Acassuso at 36.1%, compared with a no-vig market probability of 23.9%.",
"why": [
{
"text": "Decision Model identifies Acassuso as the value side (36.1%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"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": 12.2,
"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": "Acassuso",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Acassuso \u00b7 decimal odds ~3.99 (derived from model% \u00d7 (1+EV)) \u00b7 EV +44% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1498721 \u00b7 snapshot=live-render \u00b7 odds\u22483.99 \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 +7.3% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +7.3% 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 +7.3% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.9/10 (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 +7.3% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.9/10 (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": "66 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+7.3% (\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 (Acassuso).",
"Decision strength: 3.9/10",
"Execution confidence below 65",
"Outlier price +44% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 66,
"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": 0.0727,
"consensus_ev_display": "+7.3%",
"consensus_odds": 3.99,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.239,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+12.2 percentage points",
"raw_edge_pp": 12.2,
"raw_implied_prob": 0.2506265664160401,
"raw_signal_ev": 0.44,
"raw_signal_ev_display": "+44.0%"
},
"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": "monitor",
"books_breadth_display": "9/14",
"breadth_ratio": 0.6428571428571429,
"evidence": {
"score": 80,
"signals": [
{
"icon": "\u2713",
"key": "statistical_edge",
"label": "Statistical edge detected",
"status": "pass"
},
{
"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": 4,
"tier": "high",
"tier_label": "High"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (12 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Market drift aligns with model",
"tone": "ok"
}
],
"parts": {
"alignment": 18.9,
"data_quality": 12.0,
"market_coverage": 6.4,
"steam_coherence": 10.0,
"validation": 14.0
},
"score": 66,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 12.21,
"market_agreement": "weak",
"max_gap_pp": 12.21,
"model_calibration": {
"away_xg": 1.28,
"calibration_status": "ok",
"deviation_pct": -2.0,
"elevated": false,
"home_xg": 1.32,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.32,
"status_label": "Within typical league range",
"summary": "Home xG 1.32 \u00b7 Away xG 1.28 \u00b7 League avg 1.35 \u00b7 Peak deviation -2%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "warning",
"odds_delta_pct": 4.7,
"steam_conflicts": false,
"steam_move_display": "\u2191 +4.7%",
"steam_team": "Midland",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 52,
"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": 39,
"tier": "low",
"tier_label": "Low"
},
"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": 39,
"tier": "low",
"tier_label": "Low"
},
"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": 12.2,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 12.2,
"summary": "Model and market currently agree on the stronger side (Acassuso)."
},
"authority": {
"action": "monitor",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 12.2,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 12.2,
"summary": "Model and market currently agree on the stronger side (Acassuso)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0727,
"best_outlier_ev": 0.4401,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.9,
"decision_strength_v1": 5.0,
"decision_strength_v2": 5.9,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"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 Acassuso at 36.1%, compared with a no-vig market probability of 23.9%.",
"why": [
{
"text": "Decision Model identifies Acassuso as the value side (36.1%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"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": 12.2,
"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": "Acassuso",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Acassuso \u00b7 decimal odds ~3.99 (derived from model% \u00d7 (1+EV)) \u00b7 EV +44% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1498721 \u00b7 snapshot=live-render \u00b7 odds\u22483.99 \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 +7.3% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +7.3% 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 +7.3% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.9/10 (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 +7.3% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.9/10 (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": "66 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+7.3% (\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 (Acassuso).",
"Decision strength: 3.9/10",
"Execution confidence below 65",
"Outlier price +44% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 66,
"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": 0.0727,
"consensus_ev_display": "+7.3%",
"consensus_odds": 3.99,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.239,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+12.2 percentage points",
"raw_edge_pp": 12.2,
"raw_implied_prob": 0.2506265664160401,
"raw_signal_ev": 0.44,
"raw_signal_ev_display": "+44.0%"
},
"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": "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: Acassuso 1.32 xG vs Midland 1.28 \u2192 Acassuso 36.1%",
"Market: Midland ~23.9% implied",
"Market Drift: Midland odds \u2191 +4.7%"
],
"one_liner": "Model and market both lean Acassuso with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 12.21,
"fair_prob": 36.11,
"label": "Acassuso",
"market_prob": 23.9,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": -5.53,
"fair_prob": 29.65,
"label": "Draw",
"market_prob": 35.18,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -6.68,
"fair_prob": 34.24,
"label": "Midland",
"market_prob": 40.92,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": null,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": null,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": null,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": null,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": null,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": null,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": 12.21,
"fair_prob_pct": 36.11,
"hero_side": "home",
"hero_team_name": "Acassuso",
"market_prob_pct": 23.9,
"status": "strong_disagreement",
"steam_team_name": "Midland"
},
"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 statistical model estimates Acassuso\u0027s win probability at 36.1%, compared with the closing market\u0027s implied probability of 23.9%, a difference of 12.2 percentage points. This highlights a substantial disagreement between the model\u0027s assessment and the market consensus, rather than indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "strong",
"edge_status": "strong_disagreement",
"max_gap_pp": 12.21,
"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": "Acassuso",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 23.9,
"model_prob_gap_display": "+12.2 percentage points",
"model_prob_gap_pp": 12.2,
"model_prob_pct": 36.1,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+12.2 percentage points",
"gap_pp": 12.2,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Moderate reliability",
"reliability_icon": "\u2713",
"reliability_score": 66,
"reliability_tier": "moderate",
"summary": "Acassuso \u2014 market direction supports the model lean.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 52,
"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": 39,
"tier": "low",
"tier_label": "Low"
},
"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": 39,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "monitor",
"label": "Monitor - No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Acassuso 1.32 xG vs Midland 1.28 \u2192 Acassuso 36.1%",
"Market: Midland ~23.9% implied",
"Market Drift: Midland odds \u2191 +4.7%"
],
"one_liner": "Model and market both lean Acassuso 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": 12.21,
"hero_label": "Acassuso",
"hero_side": "home",
"market_activity": "Midland odds lengthened \u2191 +4.7%.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {
"bullets": [
"The model may see a slower-scoring or closer matchup than the market.",
"Monitor line movement before kickoff \u2014 not a betting recommendation."
],
"follow_up": "However, Midland has seen drift \u2014 odds lengthened by 4.7%, suggesting weakening support.",
"gap_tier": "strong",
"lead": "The statistical fair estimate is materially higher than the market on Acassuso.",
"note": "Drift away from Midland \u2014 odds lengthened by 4.7% (weakening support).",
"paragraphs": [
"The statistical fair estimate is materially higher than the market on Acassuso.",
"However, Midland has seen drift \u2014 odds lengthened by 4.7%, suggesting weakening support.",
"Drift away from Midland \u2014 odds lengthened by 4.7% (weakening support)."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The fair estimate favors Acassuso more strongly than current market pricing.",
"At the same time, Midland has drifted \u2014 odds lengthened by 4.7%, suggesting weakening support."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 12.21,
"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": "Acassuso",
"largest_gap_pp": 12.2,
"lead": "The model rates Acassuso considerably stronger than the closing betting market.",
"level": "strong",
"max_gap_pp": 12.2,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": 12.21,
"edge_pp": 12.21,
"fair_prob_pct": 36.11,
"is_hero": true,
"label": "Acassuso",
"market_prob_pct": 23.9,
"side": "home",
"signal_key": "model_edge",
"signal_label": "Model Edge"
},
{
"difference_pp": -5.53,
"edge_pp": -5.53,
"fair_prob_pct": 29.65,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 35.18,
"side": "draw",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": -6.68,
"edge_pp": -6.68,
"fair_prob_pct": 34.24,
"is_hero": false,
"label": "Midland",
"market_prob_pct": 40.92,
"side": "away",
"signal_key": "market_higher",
"signal_label": "Market Higher"
}
],
"status": "strong_disagreement",
"status_label": "Strong Disagreement",
"steam_note": "Drift away from Midland \u2014 odds lengthened by 4.7% (weakening support).",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Midland (23.9%).",
"Midland odds have drifted longer across books (\u2191 +4.7%, 9/14) \u2014 market pricing moves against this side.",
"This creates a conflict: Model \u2192 Acassuso, Market \u2192 Midland, while Midland odds drifted longer (market fade).",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 25.06,
"closing_odds": 3.99,
"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": 25.06,
"entry_odds": 3.99,
"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": 9,
"books_reacting_detail": [
{
"bookmaker_id": 5,
"bookmaker_name": "SBO",
"is_sharp": true,
"move_delta_display": "\u2191 +8.3%",
"odds_delta_pct": 8.3
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2191 +5.0%",
"odds_delta_pct": 5.0
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +4.7%",
"odds_delta_pct": 4.7
},
{
"bookmaker_id": 21,
"bookmaker_name": "888Sport",
"is_sharp": false,
"move_delta_display": "\u2191 +4.5%",
"odds_delta_pct": 4.5
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2191 +4.5%",
"odds_delta_pct": 4.5
},
{
"bookmaker_id": 1,
"bookmaker_name": "10Bet",
"is_sharp": false,
"move_delta_display": "\u2191 +2.3%",
"odds_delta_pct": 2.3
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2191 +2.3%",
"odds_delta_pct": 2.3
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2191 +2.3%",
"odds_delta_pct": 2.3
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2191 +2.3%",
"odds_delta_pct": 2.3
}
],
"books_total": 14,
"breadth_display": "9/14",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 2.25,
"is_drift": true,
"move_context": "Highest consensus move",
"move_display": "\u2191 +4.7%",
"move_pct_abs": 4.7,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 100h 4m",
"narrative_paragraphs": [
"SBO led repricing on Midland (4.7%) \u2014 sharp book moved before wider follow-through.",
"A meaningful move led by sharper sportsbooks, with moderate market confirmation."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 4.7,
"odds_path": {
"chart_y_labels": [
"2.33",
"2.24",
"2.15"
],
"display": "2.43 \u2192 2.06 \u2192 2.25",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 100h 4m",
"pick_team": "Midland",
"points": [
{
"label_key": "open",
"value": "2.43"
},
{
"label_key": "extreme",
"value": "2.06"
},
{
"label_key": "current",
"value": "2.25"
}
],
"sparkline_points": [
2.15,
2.33,
2.25
],
"sparkline_polyline": "0.0,18.0 28.0,0.0 56.0,8.0",
"sparkline_trend": "up",
"sparkline_trend_label": "One-way rise",
"summary_boxes": [
{
"label_key": "open",
"value": "2.15"
},
{
"label_key": "low",
"value": "2.15"
},
{
"label_key": "high",
"value": "2.33"
},
{
"label_key": "current",
"value": "2.25"
}
]
},
"open_odds": 2.15,
"page_alert_line": "Broad drift across 9/14 sportsbooks on Midland",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "Midland",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "SBO",
"show": true,
"signal_badge_class": "confirm",
"signal_icon": "\u26a1",
"signal_impact": {
"current_odds": 2.25,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +4.7%",
"open_odds": 2.15,
"summary": "Broad market drift supports the same direction as the model lean.",
"team": "Midland",
"tone": "with"
},
"signal_key": "sharp_led",
"signal_label": "Sharp-led move",
"steam_score": 41,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "9/14",
"current_odds": 2.25,
"move_display": "\u2191 +4.7%",
"open_odds": 2.15,
"pick_team": "Midland",
"steam_score": 41,
"steam_team_name": "Midland",
"steam_tier": "B"
},
"premium_teaser": {
"current_divergence_pp": 12.2,
"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": {
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Midland",
"away_team_id": 1963,
"away_team_logo": "/static/teams/1963.webp",
"away_team_name": "Midland",
"away_team_slug": "midland",
"country_code": "AR",
"country_display_name": "Argentina",
"country_flag": "/static/images/country/ar.svg",
"country_id": 6,
"country_name": "Argentina",
"fixture_id": 1498721,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Argentina",
"home_team_display_name": "Acassuso",
"home_team_id": 2425,
"home_team_logo": "/static/teams/2425.webp",
"home_team_name": "Acassuso",
"home_team_slug": "acassuso",
"league_country": "Argentina",
"league_country_display": "Argentina",
"league_display_name": "Primera Nacional",
"league_id": 129,
"league_logo": "/static/leagues/129.webp",
"league_name": "Primera Nacional",
"league_season": 2026,
"match_date": "2026-08-14 18:00:00",
"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": "Boulogne Sur Mer",
"venue_name": "La Quema Stadium"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_top_two_close",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"Top two outcomes relatively close in probability (\u22120.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.4049,
"best_odd": 2.33,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0271,
"ev": -0.1096,
"implied_prob": 0.4092,
"joint_probs": {
"away": 0.4092,
"draw": 0.3518,
"home": 0.239
},
"model_prob": 0.3424,
"p_final": 0.3822
},
"draw": {
"alpha": 0.4128,
"best_odd": 2.71,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0228,
"ev": -0.1082,
"implied_prob": 0.3518,
"joint_probs": {
"away": 0.4092,
"draw": 0.3518,
"home": 0.239
},
"model_prob": 0.2967,
"p_final": 0.3291
},
"ev_available": true,
"home": {
"alpha": 0.2451,
"best_odd": 3.99,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0299,
"ev": 0.0727,
"implied_prob": 0.239,
"joint_probs": {
"away": 0.4092,
"draw": 0.3518,
"home": 0.239
},
"model_prob": 0.3609,
"p_final": 0.2689
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 2.33,
"edge": -0.0868,
"ev": -0.2022,
"implied_prob": 0.4292,
"model_prob": 0.3424
},
"draw": {
"best_odd": 2.71,
"edge": -0.0723,
"ev": -0.196,
"implied_prob": 0.369,
"model_prob": 0.2967
},
"ev_available": true,
"home": {
"best_odd": 3.99,
"edge": 0.1103,
"ev": 0.4401,
"implied_prob": 0.2506,
"model_prob": 0.3609
}
},
"btts": {
"btts_ev_mode": "unavailable",
"ev_available": false,
"market_first": {
"available": false
},
"n_bookmakers": 0,
"reliability": "low"
},
"ou25": {
"ev_available": false,
"market_first": {
"available": false
},
"n_bookmakers": 0,
"ou_ev_mode": "unavailable",
"reliability": "low"
}
},
"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": 0.0727,
"best_outlier_ev": 0.4401,
"best_tracked_ev": 0.0727,
"confidence": 5.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.9,
"score_v1_legacy": 5.0,
"score_v2_pre_penalty": 5.9,
"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": 3.9,
"score_pre_penalty": 5.9
},
"decision_type": "VALUE_ALERT",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "B",
"stake_factor": 0.5
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "monitor",
"final_decision": {
"action": "monitor",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 12.2,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 12.2,
"summary": "Model and market currently agree on the stronger side (Acassuso)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0727,
"best_outlier_ev": 0.4401,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.9,
"decision_strength_v1": 5.0,
"decision_strength_v2": 5.9,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"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 Acassuso at 36.1%, compared with a no-vig market probability of 23.9%.",
"why": [
{
"text": "Decision Model identifies Acassuso as the value side (36.1%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"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": 12.2,
"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": "Acassuso",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Acassuso \u00b7 decimal odds ~3.99 (derived from model% \u00d7 (1+EV)) \u00b7 EV +44% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1498721 \u00b7 snapshot=live-render \u00b7 odds\u22483.99 \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 +7.3% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +7.3% 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 +7.3% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.9/10 (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 +7.3% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.9/10 (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": "66 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+7.3% (\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 (Acassuso).",
"Decision strength: 3.9/10",
"Execution confidence below 65",
"Outlier price +44% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 66,
"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": 0.0727,
"consensus_ev_display": "+7.3%",
"consensus_odds": 3.99,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.239,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+12.2 percentage points",
"raw_edge_pp": 12.2,
"raw_implied_prob": 0.2506265664160401,
"raw_signal_ev": 0.44,
"raw_signal_ev_display": "+44.0%"
},
"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": 3.99,
"decision": "value_bet",
"edge": 0.0299,
"ev": 0.0727,
"implied_prob": 0.239,
"max_ev_side": "home",
"model_prob": 0.3609,
"side": "home",
"side_label": "Acassuso"
},
"btts": {
"decision": "lean",
"decision_layer": {
"available": false
},
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.545,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "no_bet",
"decision_layer": {
"available": false
},
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.518,
"side": "under",
"value_side": "under"
}
},
"match_id": 1498721,
"match_regime": {
"action": "optional",
"actionable": true,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0727,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3424,
"draw": 0.2967,
"home": 0.3609
},
"reason_codes": [
"model_summary"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Midland",
"home": "Acassuso"
},
"top_pick": {
"composite_score": 0.028861,
"decision": "value_bet",
"ev": 0.0727,
"implied_prob": 0.239,
"market": "1x2",
"model_prob": 0.3609,
"not_dominant": true,
"primary_strength": "weak",
"risk_band": "speculative",
"risk_tier": "primary",
"side": "home",
"side_label": "Acassuso",
"slot": "primary",
"speculative_primary": true
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": 0.0727,
"consensus_ev_display": "+7.3%",
"consensus_odds": 3.99,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.239,
"is_extreme_disagreement": false,
"model_prob": 0.3609,
"raw_edge_display": "+12.2 percentage points",
"raw_edge_pp": 12.2,
"raw_implied_prob": 0.2506265664160401,
"raw_signal_ev": 0.44,
"raw_signal_ev_display": "+44.0%"
}
}
},
"fixture_id": 1498721,
"generated_at_utc": "2026-08-14T17:59:07.113332+00:00",
"lang_id": "en"
}
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Langgan Sekarang
Primera Nacional — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Ferro Carril Oeste | 30 | 17 | 7 | 6 | 58 |
| 2 | Deportivo Morón | 30 | 16 | 7 | 7 | 55 |
| 3 | Godoy Cruz | 30 | 15 | 7 | 8 | 52 |
| 4 | Deportivo Madryn | 30 | 13 | 10 | 7 | 49 |
| 5 | Colón Santa Fe | 30 | 13 | 9 | 8 | 48 |
| 6 | Almirante Brown | 30 | 12 | 10 | 8 | 46 |
| 7 | CA Estudiantes | 30 | 11 | 9 | 10 | 42 |
| 8 | Ciudad de Bolívar | 30 | 9 | 12 | 9 | 39 |
| 9 | Los Andes | 30 | 8 | 13 | 9 | 37 |
| 10 | Chaco For Ever | 30 | 9 | 9 | 12 | 36 |
| 11 | Defensores de Belgrano | 30 | 8 | 12 | 10 | 36 |
| 12 | Racing Córdoba | 30 | 9 | 8 | 13 | 35 |
| 13 | All Boys | 30 | 6 | 14 | 10 | 32 |
| 14 | Atlético Mitre | 30 | 6 | 14 | 10 | 32 |
| 15 | Central Norte | 30 | 6 | 13 | 11 | 31 |
| 16 | San Miguel | 30 | 6 | 13 | 11 | 31 |
| 17 | San Telmo | 30 | 7 | 10 | 13 | 31 |
| 18 | Acassuso | 30 | 6 | 8 | 16 | 26 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Deportivo Morón | 30 | 48 | 29 | +19 | 55 |
| 2 | Deportivo Madryn | 30 | 44 | 28 | +16 | 49 |
| 3 | Colón Santa Fe | 30 | 38 | 25 | +13 | 48 |
| 4 | Godoy Cruz | 30 | 38 | 26 | +12 | 52 |
| 5 | Ferro Carril Oeste | 30 | 35 | 25 | +10 | 58 |
| 6 | CA Estudiantes | 30 | 27 | 25 | +2 | 42 |
| 7 | Chaco For Ever | 30 | 27 | 29 | -2 | 36 |
| 8 | Atlético Mitre | 30 | 27 | 37 | -10 | 32 |
| 9 | Racing Córdoba | 30 | 26 | 36 | -10 | 35 |
| 10 | Ciudad de Bolívar | 30 | 24 | 27 | -3 | 39 |
| 11 | San Miguel | 30 | 24 | 34 | -10 | 31 |
| 12 | Almirante Brown | 30 | 23 | 17 | +6 | 46 |
| 13 | Defensores de Belgrano | 30 | 23 | 26 | -3 | 36 |
| 14 | San Telmo | 30 | 23 | 34 | -11 | 31 |
| 15 | Los Andes | 30 | 22 | 20 | +2 | 37 |
| 16 | Acassuso | 30 | 21 | 34 | -13 | 26 |
| 17 | Central Norte | 30 | 19 | 28 | -9 | 31 |
| 18 | All Boys | 30 | 17 | 26 | -9 | 32 |