AI correctly predicted the Bolívar win.
The match finished 0–4, validating the model's directional assessment.
Mercados rastreados versus resultado de tiempo completo
Cada fila compara el modelo previo al partido con el resultado de tiempo completo.
- Mercado Predicción Resultado Resultado
- Más / Menos 2.5 Menos de 2.5 Más de 2.5 (4 objetivos) ✖ Incorrecto
- Ambos Equipos Marcarán BTTS No No ✔ Correcto
- 1X2 Bolívar Bolívar ✔ Correcto
- Perspectivas de marcador exacto 1-1, 1-2, 0-1, 2-1, 1-0 0-4 ✖ Incorrecto
Modelo vs Mercado de Cierre
| Resultado | Modelo | Mercado de cierre | Diferencia | Señal |
|---|---|---|---|---|
| Independiente Petrolero | 27.9% | 20.2% | +7.7 pp | Model Higher |
| Draw | 26.1% | 21.9% | +4.2 pp | Aligned |
| Bolívar | 46.0% | 57.9% | -11.9 pp | Market Higher |
The closing market estimates Bolívar's win probability at 57.9%, compared with the model's estimate of 46.0%, a difference of 11.9 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.
Después del tiempo completo, la inclinación direccional del modelo coincidió con el resultado (Bolívar win 0–4).
Market Assessment
The market is materially more optimistic about Bolívar than the current fair estimate.
- Investors may be incorporating information not fully reflected in the baseline model.
- Tournament-specific context can shift market pricing.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.94) — 4 goals materialised
- Both Teams To Score (No) matched the full-time result
What failed
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (4 goals)
- Exact score: outside the model's top score bins
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Bolívar higher (57.9% vs model 46.0%, 11.9 pp), but the model's lean was validated (Bolívar win 0–4).
Cronología de predicción
Cómo esta predicción pasó del pronóstico a la revisión a tiempo completo.
-
Sep 06, 2026 · 19:43 UTC Forecast generated
- Model 1X2 · Independiente Petrolero 27.9% · Draw 26.1% · Bolívar 46.0%
- xG · Independiente Petrolero 1.37 — Bolívar 1.57
-
Sep 06, 2026 · 18:31 UTC Opening odds snapshot PRE30
- 1X2 odds · Independiente Petrolero 4.46 · Draw 4.13 · Bolívar 1.56
- Implied 1X2 · Independiente Petrolero 20.2% · Draw 21.9% · Bolívar 57.9%
- Bookmaker · Pinnacle
-
Sep 06, 2026 · 19:00 UTC Closing snapshot recorded PRE1
- 1X2 odds · Independiente Petrolero 4.46 · Draw 4.13 · Bolívar 1.56
- Implied 1X2 · Independiente Petrolero 20.2% · Draw 21.9% · Bolívar 57.9%
- Bookmaker · Pinnacle
-
Sep 06, 2026 · 19:00 UTC Kickoff
-
FT Full-time result Bolívar win · 0–4
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Instantánea histórica
Congelado en el inicio: el resultado del modelo tal como estaba antes de que comenzara el partido.
Métricas previas al partido (contexto histórico)
- Validation: Warning
- Large market gap (12 pp)
- No strong statistical edge
- 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%
Revisar preguntas frecuentes
- ¿Qué tan precisa fue la predicción?
- Esta página clasifica los mercados direccionales (1X2, Más/Menos de 2,5, BTTS) con respecto al resultado final. El grado de predicción refleja cuántos de esos mercados rastreados coincidieron con la realidad.
- ¿Qué mide la precisión xG?
- xG Accuracy compara el perfil de goles esperados previo al partido del modelo con el marcador real, no si todos los mercados acertaron. Una revisión direccional sólida puede coexistir con una puntuación de precisión xG moderada.
- ¿Por qué no se predijo la puntuación exacta?
- Los resultados de puntuación correcta son colas de baja probabilidad incluso cuando el modelo lee bien el perfil de coincidencia. Destacamos los contenedores de puntuación más altos para el contexto; faltar la línea exacta no invalida una revisión direccional.
- ¿Esto mejora el registro de IA?
- Cada partido finalizado se registra en nuestro proceso de validación. Las tasas de aciertos agregadas y los estudios CLV se publican por separado; esta página es el registro de auditoría por partido.
Las predicciones son sólo para fines informativos. Juega siempre de forma responsable y dentro de tus límites. El rendimiento pasado no garantiza resultados futuros.
El informe IA aún no está disponible para este partido. Vuelva a ejecutar «Generación masiva de cuotas» tras actualizar el servidor para generar el resumen.
View technical JSON
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{
"authority_action": "no_bet",
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"decision": "no_bet",
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{
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}
],
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"betting_signal": {
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"alert_breadth_note": "4/11 sportsbooks confirmed",
"alert_move": "\u2193 -5.3%",
"alert_team": "Independiente Petrolero",
"alert_title": "Sharp Money Alert",
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"show": true,
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"steam_score": 27,
"steam_subtitle": "Limited conviction",
"steam_tier": "C",
"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",
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"url": "/academy/betting-market/what-is-a-steam-move/en"
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{
"key": "clv_pending",
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],
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"summary": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
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"key": "conflict",
"label": "Disagree",
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"probability_gap_pp": 11.9,
"summary": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar."
},
"alignment_key": "conflict",
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"confidence_band": "Moderate\u2013Low",
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"execution_confidence": 19,
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"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 Bol\u00edvar at 46.0%, compared with a no-vig market probability of 57.9%.",
"why": [
{
"text": "Decision Model identifies Bol\u00edvar as the value side (46.0%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.9,
"gates_failed": [
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],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"model_conflict_detail": null,
"model_lean": "Bol\u00edvar",
"no_primary_reasons": {
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"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 OU_2_5 \u00b7 side Bol\u00edvar \u00b7 decimal odds ~2.85 (derived from model% \u00d7 (1+EV)) \u00b7 EV +24% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1619001 \u00b7 snapshot=live-render \u00b7 odds\u22482.85 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +18.9% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +18.9% 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 +18.9% \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 +18.9% (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": "56 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "19 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+18.9% (\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 Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +24% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 56,
"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 Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"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": -0.1882,
"consensus_ev_display": "-18.8%",
"consensus_odds": 1.56,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5789,
"is_extreme_disagreement": false,
"model_prob": 0.4603,
"raw_edge_display": "-11.9 percentage points",
"raw_edge_pp": -11.9,
"raw_implied_prob": 0.641025641025641,
"raw_signal_ev": -0.2819,
"raw_signal_ev_display": "-28.2%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 16.3,
"reasons": [
"Thin xG separation gap=0.2"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.2
}
}
},
"bet_status": "no_bet",
"books_breadth_display": "4/11",
"breadth_ratio": 0.36363636363636365,
"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 (12 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Steam conflicts with model",
"tone": "caution"
}
],
"parts": {
"alignment": 19.1,
"data_quality": 12.0,
"market_coverage": 3.6,
"steam_coherence": 2.0,
"validation": 14.0
},
"score": 56,
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 11.88,
"market_agreement": "weak",
"max_gap_pp": 11.88,
"model_calibration": {
"away_xg": 1.57,
"calibration_status": "ok",
"deviation_pct": 16.0,
"elevated": false,
"home_xg": 1.37,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.57,
"status_label": "Within typical league range",
"summary": "Home xG 1.37 \u00b7 Away xG 1.57 \u00b7 League avg 1.35 \u00b7 Peak deviation +16%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": -5.3,
"steam_conflicts": true,
"steam_move_display": "\u2193 -5.3%",
"steam_team": "Independiente Petrolero",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 19,
"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": 14,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 46,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 14,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 11.9,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 11.9,
"summary": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 11.9,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 11.9,
"summary": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.1886,
"best_outlier_ev": 0.2442,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 6.0,
"decision_strength_v2": 3.6,
"decision_type": "NO_SIGNAL",
"execution_confidence": 19,
"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 Bol\u00edvar at 46.0%, compared with a no-vig market probability of 57.9%.",
"why": [
{
"text": "Decision Model identifies Bol\u00edvar as the value side (46.0%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.9,
"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 Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"model_conflict_detail": null,
"model_lean": "Bol\u00edvar",
"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 OU_2_5 \u00b7 side Bol\u00edvar \u00b7 decimal odds ~2.85 (derived from model% \u00d7 (1+EV)) \u00b7 EV +24% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1619001 \u00b7 snapshot=live-render \u00b7 odds\u22482.85 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +18.9% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +18.9% 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 +18.9% \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 +18.9% (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": "56 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "19 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+18.9% (\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 Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +24% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 56,
"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 Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"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": -0.1882,
"consensus_ev_display": "-18.8%",
"consensus_odds": 1.56,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5789,
"is_extreme_disagreement": false,
"model_prob": 0.4603,
"raw_edge_display": "-11.9 percentage points",
"raw_edge_pp": -11.9,
"raw_implied_prob": 0.641025641025641,
"raw_signal_ev": -0.2819,
"raw_signal_ev_display": "-28.2%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 16.3,
"reasons": [
"Thin xG separation gap=0.2"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.2
}
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Independiente Petrolero 1.37 xG vs Bol\u00edvar 1.57 \u2192 Bol\u00edvar 46.0%",
"Market: Bol\u00edvar ~57.9% implied",
"Market Steam: Independiente Petrolero \u2193 -5.3%"
],
"one_liner": "Model favours Bol\u00edvar, but sharp money moved toward Independiente Petrolero.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 7.66,
"fair_prob": 27.91,
"label": "Independiente Petrolero",
"market_prob": 20.25,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 4.22,
"fair_prob": 26.09,
"label": "Draw",
"market_prob": 21.87,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -11.88,
"fair_prob": 46.01,
"label": "Bol\u00edvar",
"market_prob": 57.89,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -8.09,
"fair_prob": 56.3,
"label": "Over 2.5",
"market_prob": 64.39,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 8.09,
"fair_prob": 43.7,
"label": "Under 2.5",
"market_prob": 35.61,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -1.29,
"fair_prob": 60.6,
"label": "BTTS Yes",
"market_prob": 61.89,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 1.39,
"fair_prob": 39.5,
"label": "BTTS No",
"market_prob": 38.11,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": -11.88,
"fair_prob_pct": 46.01,
"hero_side": "away",
"hero_team_name": "Bol\u00edvar",
"market_prob_pct": 57.89,
"status": "strong_market_ahead",
"steam_team_name": "Independiente Petrolero"
},
"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 Bol\u00edvar\u0027s win probability at 57.9%, compared with the model\u0027s estimate of 46.0%, a difference of 11.9 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": 11.88,
"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": "Slight favourite",
"favourite_label": "Bol\u00edvar",
"forecast_certainty_tier": "medium",
"headline": "Slight edge match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 57.9,
"model_prob_gap_display": "-11.9 percentage points",
"model_prob_gap_pp": -11.9,
"model_prob_pct": 46.0,
"outcome_separation_tier": "medium",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "-11.9 percentage points",
"gap_pp": -11.9,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 56,
"reliability_tier": "limited",
"summary": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "slight_edge",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 19,
"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": 14,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 46,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 14,
"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: Independiente Petrolero 1.37 xG vs Bol\u00edvar 1.57 \u2192 Bol\u00edvar 46.0%",
"Market: Bol\u00edvar ~57.9% implied",
"Market Steam: Independiente Petrolero \u2193 -5.3%"
],
"one_liner": "Model favours Bol\u00edvar, but sharp money moved toward Independiente Petrolero.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "A lead outcome exists, but the match is not one-sided in the model.",
"tier": "medium",
"tier_label": "Medium"
},
"forecast_certainty_label": "Medium",
"has_market_probs": true,
"hero_edge_pp": -11.88,
"hero_label": "Bol\u00edvar",
"hero_side": "away",
"market_activity": "Independiente Petrolero odds shortened \u2193 -5.3%.",
"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 Independiente Petrolero, with odds shortening by 5.3%. Confirmation remains limited (4/11 books), suggesting early interest rather than a broad market move.",
"gap_tier": "strong",
"lead": "The market is materially more optimistic about Bol\u00edvar than the current fair estimate.",
"note": "",
"paragraphs": [
"The market is materially more optimistic about Bol\u00edvar than the current fair estimate.",
"However, recent buying interest has been on Independiente Petrolero, with odds shortening by 5.3%. Confirmation remains limited (4/11 books), suggesting early interest rather than a broad market move."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market favors Bol\u00edvar more strongly than the current fair estimate.",
"At the same time, Independiente Petrolero has attracted buying interest, with odds shortening by 5.3%.",
"Market confirmation remains limited (4/11), suggesting an early move rather than a broad consensus."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 11.88,
"model_validation": {
"score_label_key": "mi_mv_warning",
"status": "warning"
},
"model_validation_label": "Warning",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Favourite exceeds second outcome by 18.1 pp (at 46.0%)."
],
"lead_gap_pp": 18.1,
"max_prob_pct": 46.0,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "medium",
"tier_label": "Medium"
},
"outcome_separation_label": "Medium",
"overall_assessment": {
"badge_class": "strong",
"largest_gap_label": "Bol\u00edvar",
"largest_gap_pp": -11.9,
"lead": "The closing market prices Bol\u00edvar higher than the statistical model.",
"level": "strong",
"max_gap_pp": 11.9,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": 7.66,
"edge_pp": 7.66,
"fair_prob_pct": 27.91,
"is_hero": false,
"label": "Independiente Petrolero",
"market_prob_pct": 20.25,
"side": "home",
"signal_key": "model_higher",
"signal_label": "Model Higher"
},
{
"difference_pp": 4.22,
"edge_pp": 4.22,
"fair_prob_pct": 26.09,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 21.87,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": -11.88,
"edge_pp": -11.88,
"fair_prob_pct": 46.01,
"is_hero": true,
"label": "Bol\u00edvar",
"market_prob_pct": 57.89,
"side": "away",
"signal_key": "market_higher",
"signal_label": "Market Higher"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Bol\u00edvar (57.9%).",
"Independiente Petrolero has attracted notable multi-book line movement (\u2193 -5.3%, 4/11).",
"This creates a conflict: Model \u2192 Bol\u00edvar, Market \u2192 Bol\u00edvar, Recent sharp money \u2192 Independiente Petrolero.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 64.1,
"closing_odds": 1.56,
"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": 64.1,
"entry_odds": 1.56,
"match_phase": "live",
"match_phase_detail": "1H",
"match_phase_display": "Live \u00b7 1H",
"match_phase_label": "Live",
"model_validation_label": "Warning",
"model_validation_status": "warning",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Prediction Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "done"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 4,
"books_reacting_detail": [
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2193 -5.3%",
"odds_delta_pct": -5.3
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2193 -5.0%",
"odds_delta_pct": -5.0
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2193 -4.0%",
"odds_delta_pct": -4.0
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2193 -3.0%",
"odds_delta_pct": -3.0
}
],
"books_total": 11,
"breadth_display": "4/11",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 4.5,
"is_drift": false,
"move_context": "Largest move today",
"move_display": "\u2193 -5.3%",
"move_pct_abs": 5.3,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 81h 9m",
"narrative_paragraphs": [
"Volatile two-way pricing on Independiente Petrolero (swing 5.22 \u2192 3.90 \u2192 4.50) \u2014 net 5.3% but intraday chop is elevated.",
"Price swings look choppy \u2014 volatility reduced overall confidence in the directional signal."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": -5.3,
"odds_path": {
"chart_y_labels": [
"4.75",
"4.61",
"4.46"
],
"display": "5.22 \u2192 3.90 \u2192 4.50",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 81h 9m",
"pick_team": "Independiente Petrolero",
"points": [
{
"label_key": "open",
"value": "5.22"
},
{
"label_key": "extreme",
"value": "3.90"
},
{
"label_key": "current",
"value": "4.50"
}
],
"sparkline_points": [
4.75,
4.46,
4.5
],
"sparkline_polyline": "0.0,0.0 28.0,18.0 56.0,15.5",
"sparkline_trend": "down",
"sparkline_trend_label": "One-way drop",
"summary_boxes": [
{
"label_key": "open",
"value": "4.75"
},
{
"label_key": "low",
"value": "4.46"
},
{
"label_key": "high",
"value": "4.75"
},
{
"label_key": "current",
"value": "4.50"
}
]
},
"open_odds": 4.75,
"page_alert_line": "",
"phase_label": "Volatile",
"phase_tip": "High disagreement or chop \u2014 low reliability for directional bets.",
"pick_team": "Independiente Petrolero",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "warn",
"signal_icon": "\u26a0\ufe0f",
"signal_impact": {
"current_odds": 4.5,
"is_drift": false,
"label": "Sharp signal",
"move_display": "\u2193 -5.3%",
"open_odds": 4.75,
"summary": "Market moved toward Independiente Petrolero while the model still favours another side.",
"team": "Independiente Petrolero",
"tone": "against"
},
"signal_key": "volatile_market",
"signal_label": "Volatile market",
"steam_score": 27,
"steam_subtitle": "Limited conviction",
"steam_tier": "C",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "4/11",
"current_odds": 4.5,
"move_display": "\u2193 -5.3%",
"open_odds": 4.75,
"pick_team": "Independiente Petrolero",
"steam_score": 27,
"steam_team_name": "Independiente Petrolero",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 11.9,
"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": 1,
"away_team_display_name": "Bol\u00edvar",
"away_team_id": 3702,
"away_team_logo": "/static/teams/3702.webp",
"away_team_name": "Bol\u00edvar",
"away_team_public_id": "0niUwX77hjR4Bp",
"away_team_slug": "bolivar",
"country_code": "BO",
"country_display_name": "Bolivia",
"country_flag": "/static/images/country/bo.svg",
"country_id": 21,
"country_name": "Bolivia",
"fixture_id": 1619001,
"goals_away": 1,
"goals_home": 0,
"home_expected_goals": null,
"home_goal_display": 0,
"home_team_country": "Bolivia",
"home_team_display_name": "Independiente Petrolero",
"home_team_id": 15702,
"home_team_logo": "/static/teams/15702.webp",
"home_team_name": "Independiente Petrolero",
"home_team_public_id": "0kKBie1tDpbi0b",
"home_team_slug": "independiente-petrolero",
"league_country": "Bolivia",
"league_country_display": "Bolivia",
"league_display_name": "Primera Divisi\u00f3n de Bolivia",
"league_id": 344,
"league_logo": "/static/leagues/344.webp",
"league_name": "Primera Divisi\u00f3n de Bolivia",
"league_public_id": "3pIX8EjtXi92aw",
"league_season": 2026,
"match_date": "2026-09-06 19:00:00",
"public_id": "4pqTGtOZQeXllf",
"score_fulltime_away": null,
"score_fulltime_home": null,
"score_penalty_away": null,
"score_penalty_home": null,
"status_long": "First Half",
"status_short": "1H",
"venue_city": "Sucre",
"venue_name": null
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.5
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.4932,
"best_odd": 1.56,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0585,
"ev": -0.1882,
"implied_prob": 0.5789,
"joint_probs": {
"away": 0.5789,
"draw": 0.2187,
"home": 0.2025
},
"model_prob": 0.4603,
"p_final": 0.5204
},
"draw": {
"alpha": 0.1874,
"best_odd": 4.13,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0079,
"ev": -0.0644,
"implied_prob": 0.2187,
"joint_probs": {
"away": 0.5789,
"draw": 0.2187,
"home": 0.2025
},
"model_prob": 0.2608,
"p_final": 0.2265
},
"ev_available": true,
"home": {
"alpha": 0.177,
"best_odd": 4.46,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0135,
"ev": -0.0366,
"implied_prob": 0.2025,
"joint_probs": {
"away": 0.5789,
"draw": 0.2187,
"home": 0.2025
},
"model_prob": 0.279,
"p_final": 0.216
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 1.56,
"edge": -0.1808,
"ev": -0.282,
"implied_prob": 0.641,
"model_prob": 0.4603
},
"draw": {
"best_odd": 4.13,
"edge": 0.0186,
"ev": 0.077,
"implied_prob": 0.2421,
"model_prob": 0.2608
},
"ev_available": true,
"home": {
"best_odd": 4.46,
"edge": 0.0548,
"ev": 0.2442,
"implied_prob": 0.2242,
"model_prob": 0.279
}
},
"btts": {
"alpha_no": 0.1767,
"alpha_yes": 0.2433,
"best_no_odd": 2.5,
"best_yes_odd": 1.53,
"btts_ev_mode": "market_first_available",
"edge_no": 0.0139,
"edge_yes": -0.0129,
"ev_available": true,
"ev_no": -0.0125,
"ev_no_risk_adj": -0.0842,
"ev_yes": -0.0728,
"ev_yes_risk_adj": -0.0934,
"implied_no": 0.3811,
"implied_yes": 0.6189,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 7,
"no": {
"alpha": 0.1767,
"best_odd": 2.38,
"edge": 0.0022,
"ev": -0.0842,
"implied_prob": 0.3826,
"model_prob": 0.395,
"p_final": 0.3848
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.2433,
"best_odd": 1.475,
"edge": -0.0028,
"ev": -0.0934,
"implied_prob": 0.6174,
"model_prob": 0.606,
"p_final": 0.6146
}
},
"n_bookmakers": 7,
"p_final_no": 0.3848,
"p_final_yes": 0.6146,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.2283,
"alpha_under": 0.1661,
"best_over_odd": 1.48,
"best_under_odd": 2.72,
"consensus_over_odd": 1.41,
"consensus_under_odd": 2.55,
"edge_over": -0.0809,
"edge_under": 0.0809,
"ev_available": true,
"ev_over": -0.1668,
"ev_over_risk_adj": -0.1181,
"ev_under": 0.1886,
"ev_under_risk_adj": -0.0578,
"implied_over": 0.6439,
"implied_over_mf": 0.6439,
"implied_under": 0.3561,
"implied_under_mf": 0.3561,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 8,
"over": {
"alpha": 0.2283,
"best_odd": 1.41,
"edge": -0.0185,
"ev": -0.1181,
"implied_prob": 0.6439,
"model_prob": 0.563,
"p_final": 0.6255
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.1661,
"best_odd": 2.55,
"edge": 0.0134,
"ev": -0.0578,
"implied_prob": 0.3561,
"model_prob": 0.437,
"p_final": 0.3695
}
},
"n_bookmakers": 8,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.6255,
"p_final_under": 0.3695,
"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": 2.94,
"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": 0.1886,
"best_outlier_ev": 0.2442,
"best_tracked_ev": 0.1886,
"confidence": 6.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_primary_ev_above_10",
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Primary EV above 10% (+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": 6.0,
"score_v2_pre_penalty": 3.6,
"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": 3.6
},
"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": 11.9,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 11.9,
"summary": "The market has moved toward Independiente Petrolero, but the model still strongly favours Bol\u00edvar."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.1886,
"best_outlier_ev": 0.2442,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 6.0,
"decision_strength_v2": 3.6,
"decision_type": "NO_SIGNAL",
"execution_confidence": 19,
"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 Bol\u00edvar at 46.0%, compared with a no-vig market probability of 57.9%.",
"why": [
{
"text": "Decision Model identifies Bol\u00edvar as the value side (46.0%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.9,
"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 Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"model_conflict_detail": null,
"model_lean": "Bol\u00edvar",
"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 OU_2_5 \u00b7 side Bol\u00edvar \u00b7 decimal odds ~2.85 (derived from model% \u00d7 (1+EV)) \u00b7 EV +24% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1619001 \u00b7 snapshot=live-render \u00b7 odds\u22482.85 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +18.9% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +18.9% 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 +18.9% \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 +18.9% (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": "56 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "19 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+18.9% (\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 Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +24% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 56,
"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 Independiente Petrolero, but the model still strongly favours Bol\u00edvar.",
"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": -0.1882,
"consensus_ev_display": "-18.8%",
"consensus_odds": 1.56,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5789,
"is_extreme_disagreement": false,
"model_prob": 0.4603,
"raw_edge_display": "-11.9 percentage points",
"raw_edge_pp": -11.9,
"raw_implied_prob": 0.641025641025641,
"raw_signal_ev": -0.2819,
"raw_signal_ev_display": "-28.2%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 16.3,
"reasons": [
"Thin xG separation gap=0.2"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.2
}
}
},
"game_type": {
"label_zh": "\u5927\u5f00\u5927\u5408\uff08\u8fdb\u7403\u578b\uff09",
"scoring_type": "high_scoring",
"signals": {
"btts_yes_prob": 0.606,
"draw_prob": 0.2608,
"max_1x2_prob": 0.4603,
"over_prob": 0.563,
"total_xg": 2.94,
"under_prob": 0.437,
"xg_diff": 0.2
},
"type": "high_scoring",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 1.56,
"decision": "no_bet",
"edge": -0.0585,
"ev": -0.1882,
"implied_prob": 0.5789,
"max_ev_side": "home",
"model_prob": 0.4603,
"side": "away",
"side_label": "Bol\u00edvar"
},
"btts": {
"decision": "lean",
"decision_layer": {
"alpha": 0.1767,
"available": true,
"consensus_odds": 2.38,
"edge": 0.0022,
"market_prob": 0.3826,
"mode": "market_first_btts",
"model_prob": 0.395,
"n_bookmakers": 7,
"no": {
"alpha": 0.1767,
"best_odd": 2.38,
"edge": 0.0022,
"ev": -0.0842,
"implied_prob": 0.3826,
"model_prob": 0.395,
"p_final": 0.3848
},
"p_final": 0.3848,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0842,
"value_side": "no",
"yes": {
"alpha": 0.2433,
"best_odd": 1.475,
"edge": -0.0028,
"ev": -0.0934,
"implied_prob": 0.6174,
"model_prob": 0.606,
"p_final": 0.6146
}
},
"edge": 0.0139,
"ev": -0.0125,
"implied_prob": 0.3811,
"model_prob": 0.395,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1661,
"available": true,
"consensus_odds": 2.55,
"edge": 0.0134,
"market_prob": 0.3561,
"mode": "market_first_ou",
"model_prob": 0.437,
"n_bookmakers": 8,
"over": {
"alpha": 0.2283,
"best_odd": 1.41,
"edge": -0.0185,
"ev": -0.1181,
"implied_prob": 0.6439,
"model_prob": 0.563,
"p_final": 0.6255
},
"p_final": 0.3695,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0578,
"under": {
"alpha": 0.1661,
"best_odd": 2.55,
"edge": 0.0134,
"ev": -0.0578,
"implied_prob": 0.3561,
"model_prob": 0.437,
"p_final": 0.3695
},
"value_side": "under"
},
"edge": 0.0809,
"ev": 0.1886,
"implied_prob": 0.3561,
"model_prob": 0.437,
"side": "under",
"value_side": "under"
}
},
"match_id": 1619001,
"match_regime": {
"action": "optional",
"actionable": true,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.1886,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.4603,
"draw": 0.2608,
"home": 0.279
},
"reason_codes": [
"no_ev_1x2",
"high_total_goals"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Bol\u00edvar",
"home": "Independiente Petrolero"
},
"top_pick": {
"composite_score": 0.078297,
"decision": "value_bet",
"ev": 0.1886,
"implied_prob": 0.3561,
"market": "ou_2_5",
"model_prob": 0.437,
"not_dominant": true,
"primary_strength": "clear",
"risk_band": "medium",
"risk_tier": "primary",
"side": "under",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": -0.1882,
"consensus_ev_display": "-18.8%",
"consensus_odds": 1.56,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5789,
"is_extreme_disagreement": false,
"model_prob": 0.4603,
"raw_edge_display": "-11.9 percentage points",
"raw_edge_pp": -11.9,
"raw_implied_prob": 0.641025641025641,
"raw_signal_ev": -0.2819,
"raw_signal_ev_display": "-28.2%"
}
}
},
"fixture_id": 1619001,
"generated_at_utc": "2026-09-06T19:43:26.363679+00:00",
"lang_id": "en"
}
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Primera División de Bolivia — Clasificación
| # | EQUIPO | PJ | G | E | P | Pts |
|---|---|---|---|---|---|---|
| 1 | Always Ready | 20 | 13 | 6 | 1 | 45 |
| 2 | Bolívar | 20 | 14 | 3 | 3 | 45 |
| 3 | The Strongest | 20 | 12 | 6 | 2 | 42 |
| 4 | Real Potosí | 20 | 8 | 8 | 4 | 32 |
| 5 | Oriente Petrolero | 20 | 9 | 3 | 8 | 30 |
| 6 | Aurora | 20 | 7 | 9 | 4 | 30 |
| 7 | Guabirá | 20 | 8 | 5 | 7 | 29 |
| 8 | Blooming | 20 | 6 | 9 | 5 | 27 |
| 9 | Nacional Potosí | 20 | 8 | 3 | 9 | 27 |
| 10 | Independiente Petrolero | 20 | 7 | 4 | 9 | 25 |
| 11 | Real Oruro | 20 | 6 | 3 | 11 | 21 |
| 12 | ABB | 20 | 6 | 2 | 12 | 20 |
| 13 | San Antonio Bulo Bulo | 20 | 6 | 2 | 12 | 20 |
| 14 | Universitario de Vinto | 20 | 5 | 3 | 12 | 18 |
| 15 | Real Tomayapo | 20 | 4 | 4 | 12 | 16 |
| 16 | Gualberto Villarroel SJ | 20 | 2 | 8 | 10 | 14 |
| # | EQUIPO | PJ | GF | GC | +/- | Pts |
|---|---|---|---|---|---|---|
| 1 | Bolívar | 20 | 54 | 22 | +32 | 45 |
| 2 | Always Ready | 20 | 47 | 13 | +34 | 45 |
| 3 | The Strongest | 20 | 39 | 22 | +17 | 42 |
| 4 | Oriente Petrolero | 20 | 36 | 27 | +9 | 30 |
| 5 | Guabirá | 20 | 32 | 39 | -7 | 29 |
| 6 | Real Oruro | 20 | 32 | 50 | -18 | 21 |
| 7 | Aurora | 20 | 31 | 27 | +4 | 30 |
| 8 | ABB | 20 | 31 | 45 | -14 | 20 |
| 9 | Blooming | 20 | 30 | 22 | +8 | 27 |
| 10 | Nacional Potosí | 20 | 30 | 28 | +2 | 27 |
| 11 | Real Potosí | 20 | 27 | 14 | +13 | 32 |
| 12 | Independiente Petrolero | 20 | 27 | 35 | -8 | 25 |
| 13 | Universitario de Vinto | 20 | 26 | 39 | -13 | 18 |
| 14 | Gualberto Villarroel SJ | 20 | 21 | 37 | -16 | 14 |
| 15 | San Antonio Bulo Bulo | 20 | 21 | 40 | -19 | 20 |
| 16 | Real Tomayapo | 20 | 15 | 39 | -24 | 16 |
| # | EQUIPO | PJ | xG | xGC | +/- | Pts |
|---|---|---|---|---|---|---|
| 1 | Bolívar | 20 | 1.6 | 1.4 | +0.2 | 45 |
| 2 | Real Potosí | 20 | 1.4 | 1.6 | -0.2 | 32 |
| 3 | Always Ready | 20 | — | — | — | 45 |
| 4 | The Strongest | 20 | — | — | — | 42 |
| 5 | Oriente Petrolero | 20 | — | — | — | 30 |
| 6 | Aurora | 20 | — | — | — | 30 |
| 7 | Guabirá | 20 | — | — | — | 29 |
| 8 | Blooming | 20 | — | — | — | 27 |
| 9 | Nacional Potosí | 20 | — | — | — | 27 |
| 10 | Independiente Petrolero | 20 | — | — | — | 25 |
| 11 | Real Oruro | 20 | — | — | — | 21 |
| 12 | ABB | 20 | — | — | — | 20 |
| 13 | San Antonio Bulo Bulo | 20 | — | — | — | 20 |
| 14 | Universitario de Vinto | 20 | — | — | — | 18 |
| 15 | Real Tomayapo | 20 | — | — | — | 16 |
| 16 | Gualberto Villarroel SJ | 20 | — | — | — | 14 |