Waterford · Probabilidad del modelo 72.0%
Consenso de mercado (3 vías) 18.0%
EV línea de consenso: +20.9%
Evaluación de pronóstico
Riesgo de avería del modelo
- Favorito
- Waterford Favorito
- Probabilidad del modelo
- 72.0%
- Probabilidad de mercado
- 18.0%
- Acuerdo de mercado
- Muy débil
- Validación
- Fallar
Resumen:
No interprete la comparación entre modelo y mercado hasta que pase la validación.
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Auditoría de Mercado
- Acuerdo de mercado
- Muy débil
- Validación
- Fallar
- Mayor brecha
- Waterford +54.0 pp
- Amplitud
- 8/8
- Actividad actual del mercado
- Aún no hay ningún movimiento direccional significativo.
El modelo y el mercado difieren en más de 54.0 puntos porcentuales. Esto a menudo indica problemas con las fuentes de calificación, errores en el mapeo del equipo, falta de aportes de fortalezas o suposiciones no válidas. Revise los datos subyacentes antes de interpretar la comparación.
| Resultado | Justo | Mercado | Borde |
|---|---|---|---|
| Waterford | 72.01% | 18.03% | +54.0 pp |
| Empate | 19.13% | 22.7% | -3.6 pp |
| Shamrock Rovers | 8.86% | 59.27% | -50.4 pp |
Probabilidad justa del modelo estadístico Poisson/xG. No probabilidades de casas de apuestas. No es un consejo de apuestas.
Se requiere revisión de integridad de datos
El modelo y el mercado difieren en más de 54.0 puntos porcentuales. Esto a menudo indica problemas con las fuentes de calificación, errores en el mapeo del equipo, falta de aportes de fortalezas o suposiciones no válidas. Revise los datos subyacentes antes de interpretar la comparación.
- Detectada divergencia extrema entre modelos y mercados.
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1X2
✔ Waterford (Valor)
Sí 46.7% · No 53.3%
Vehículo eléctrico Sí -15.0% · EV No +6.6%
Lectura de valor: BTTS No
Más de 2.5 57.7% · Menos de 2.5 42.3%
EV terminado +6.2% · EV inferior -9.9%
Lectura de valor:
Más de 2.5
Más probable
2-0
Probabilidad 13.1%
El marcador exacto tiene mucha varianza — solo apuestas mínimas por diversión.
Decisión de apuesta (modelo versus mercado EV)
Oportunidad de valor — Al menos un mercado muestra +EV estimado con las mejores cuotas decimales actuales (umbral: 2.0%).
Fuerza de la decisión: 7.5 / 10
- Línea primaria identificada (+1,0)
- EV principal por encima del 10 % (+1,0)
- Dos o más líneas +EV válidas en el umbral (+0,5)
Fuera/U 2.5:
EV terminado +6.2% ·
EV inferior -9.9%
(6 pares de libros)
BTTS: Vehículo eléctrico Sí -15.0% · EV No +6.6%
BTTS: Vehículo eléctrico Sí -15.0% · EV No +6.6%
Waterford market context before kickoff
⚠️ Mercado volátil on Waterford
- Odds move
- 5.28 → 5.28 (+0.0%)
- Market breadth
- 8/8
- Steam score
- 30 (C)
- Current status
- Tracked markets may still show +EV at best odds.
Steam detected. Model value still remains on tracked markets — compare EV cards above.
Steam measures market activity. EV measures betting value.
Ciclo de vida de decisión
Etapa actual: La validación del modelo falló
- Pronóstico generado
- Mercado comparado
- Validación aprobada
- Cierre grabado
- CLV evaluado
- Entrada
- 5.16
- Cierre
- Pendiente
- CLV
- Pendiente
Motor de decisiones OddsGPT v2.2.0
Perfeccionado de forma continua con el rendimiento del modelo, datos de mercado y resultados históricos.
Consulta las Cuotas en 1xBet
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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"facts": {
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"away_win_prob": 0.0886,
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"bayes_applied": 0,
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"dc_rho": -0.13,
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"fair_odds_away": 11.28,
"fair_odds_away_posterior": null,
"fair_odds_draw": 5.23,
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"fair_odds_home": 1.39,
"fair_odds_home_posterior": null,
"home_predicted_xg": 2.29,
"home_win_prob": 0.7201,
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"over_25_prob": 0.577,
"prediction_confidence": "high",
"under_25_prob": 0.423
},
"api_prediction": {
"advice": "Double chance : draw or Shamrock Rovers",
"main_pick_display": "Winner : Waterford",
"percent_away": "45%",
"percent_draw": "45%",
"percent_home": "10%",
"winner_name": "Shamrock Rovers"
},
"away_xg": 0.71,
"betting_insight": {
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"confidence": 72.0,
"main_pick_meta": {
"confidence": "high",
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"edge": 0.5403,
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"market": "1X2",
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"pick_type": "winner",
"probabilities": {
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},
"reason": "",
"selection": "home",
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"market_comparison": [
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"affi_link": "",
"bookmaker_name": "10Bet",
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{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 5.28
},
{
"affi_link": "",
"bookmaker_name": "Marathonbet",
"odd": 5.25
},
{
"affi_link": "",
"bookmaker_name": "Betano",
"odd": 5.2
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{
"affi_link": "https://refpa14435.com/L?tag=d_4682699m_1599c_\u0026site=4682699\u0026ad=1599",
"bookmaker_name": "1xBet",
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{
"affi_link": null,
"bookmaker_name": "Unibet",
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{
"affi_link": "",
"bookmaker_name": "Betfair",
"odd": 5.0
},
{
"affi_link": "",
"bookmaker_name": "William Hill",
"odd": 5.0
}
],
"risk_color": "#ff9800",
"risk_key": "medium_risk",
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},
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"away": 0,
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"prob": 13.1
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{
"away": 0,
"home": 1,
"label": "1-0",
"prob": 11.4
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{
"away": 0,
"home": 3,
"label": "3-0",
"prob": 10.0
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{
"away": 1,
"home": 2,
"label": "2-1",
"prob": 9.3
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{
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"home": 1,
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}
],
"source": "xG"
},
"double_chance": {
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"key": "1X",
"label": "Waterford or Draw",
"prob": 91.1
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{
"key": "12",
"label": "Waterford or Shamrock Rovers",
"prob": 80.9
},
{
"key": "X2",
"label": "Draw or Shamrock Rovers",
"prob": 28.0
}
],
"pick_key": "1X",
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"draw_pct": 19.1,
"home_pct": 72.0,
"lean_key": "home",
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},
"over_under": {
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"avg_total": 3.0,
"away_avg_scored": 1.5,
"confidence": "medium",
"home_avg_scored": 1.3,
"over_prob": 57.7,
"pick": "Over 2.5",
"pick_prob": 57.7,
"source": "xG_dc",
"strong_pick": true,
"total_expected": 3.0,
"under_prob": 42.3
},
"prob_source": "poisson",
"value_bet_enhanced": {
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"bookmaker_name": "10Bet",
"edge": 288.8,
"implied_prob": 18.5,
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"label": "Home",
"market": "Waterford Win",
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"odds": 5.4
}
},
"closing_line_bundle": {
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},
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"most_likely": {
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}
},
"home_xg": 2.29,
"homepage_pick": null,
"market_cards": [
{
"decision": "value_bet",
"ev": 0.209,
"ev_available": true,
"ev_display": {
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"text": "+20.9%"
},
"featured": true,
"id": "1x2",
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"max_ev_display": {
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"sort_key": 10338.1,
"tier": "best"
},
{
"decision": "value_bet",
"ev_available": true,
"ev_no": 0.066,
"ev_no_display": {
"capped": false,
"raw_pct": 6.6,
"text": "+6.6%"
},
"ev_yes": -0.1501,
"ev_yes_display": {
"capped": false,
"raw_pct": -15.0,
"text": "-15.0%"
},
"featured": false,
"id": "btts",
"max_ev": 0.066,
"no_prob": 53.3,
"sort_key": 10059.4,
"tier": "best",
"value_side": "no",
"yes_prob": 46.7
},
{
"decision": "value_bet",
"ev_available": true,
"ev_over": 0.0617,
"ev_over_display": {
"capped": false,
"raw_pct": 6.2,
"text": "+6.2%"
},
"ev_under": -0.099,
"ev_under_display": {
"capped": false,
"raw_pct": -9.9,
"text": "-9.9%"
},
"featured": false,
"id": "ou_2_5",
"max_ev": 0.0617,
"over_prob": 57.7,
"sort_key": 10055.53,
"tier": "best",
"under_prob": 42.3,
"value_side": "over"
},
{
"featured": false,
"id": "correct_score",
"sort_key": 819.3,
"tier": "risk",
"top_label": "2-0",
"top_prob": 13.1
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "",
"alert_breadth_note": "",
"alert_move": "",
"alert_team": "",
"alert_title": "Sharp Money Alert",
"divergence_pp": 54.0,
"has_alert": false,
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"market_prob_pct": 18.0,
"market_team": "Shamrock Rovers",
"model_prob_pct": 72.0,
"model_team": "Waterford",
"show": true,
"status_icon": "\u2717",
"status_key": "disagrees",
"status_label": "Model breakdown risk",
"status_line": "Market disagrees with model",
"steam_score": null,
"steam_subtitle": "",
"steam_tier": "",
"title": "Betting Signal"
},
"edge_rows": [
{
"edge_pp": 53.98,
"fair_prob": 72.01,
"label": "Waterford",
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"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": -3.57,
"fair_prob": 19.13,
"label": "Draw",
"market_prob": 22.7,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -50.41,
"fair_prob": 8.86,
"label": "Shamrock Rovers",
"market_prob": 59.27,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": 3.09,
"fair_prob": 57.7,
"label": "Over 2.5",
"market_prob": 54.61,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": -3.09,
"fair_prob": 42.3,
"label": "Under 2.5",
"market_prob": 45.39,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -6.18,
"fair_prob": 46.7,
"label": "BTTS Yes",
"market_prob": 52.88,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 6.18,
"fair_prob": 53.3,
"label": "BTTS No",
"market_prob": 47.12,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "extreme_disagreement",
"edge_pp": 53.98,
"fair_prob_pct": 72.01,
"hero_side": "home",
"hero_team_name": "Waterford",
"market_prob_pct": 18.03,
"status": "data_integrity_review",
"steam_team_name": "Waterford"
},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
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"comparison_disabled": false,
"degraded_note": "",
"divergence_guard": {
"divergence_level": "critical",
"edge_status": "data_integrity_review",
"max_gap_pp": 53.98,
"suppress_hero": true,
"suppress_value_language": true
},
"divergence_label": "Data Integrity Review Required",
"divergence_level": "critical",
"divergence_level_label": "Critical",
"divergence_note": "The model and market differ by more than 54.0 percentage points. This often indicates rating-source issues, team mapping errors, missing strength inputs, or invalid assumptions. Review underlying data before interpreting the comparison.",
"divergence_tier": "critical",
"edge_label": "Extreme disagreement",
"edge_label_key": "extreme_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "Fair probability from Poisson/xG statistical model. Not bookmaker odds. Not betting advice.",
"forecast_assessment": {
"favourite_class": "Favourite",
"favourite_label": "Waterford",
"headline": "Model breakdown risk",
"market_agreement_label": "Very weak",
"market_prob_pct": 18.0,
"model_prob_pct": 72.0,
"paragraphs": [
"Model and market diverge materially. Treat model probabilities as unreliable until inputs are validated."
],
"reliability_headline": "Model breakdown risk",
"reliability_icon": "\u2717",
"reliability_tier": "breakdown",
"summary": "Do not interpret model vs market comparison until validation passes.",
"tier": "breakdown",
"title": "Forecast Assessment",
"validation_label": "Fail"
},
"forecast_certainty": {
"note": "One outcome clearly leads the model 1X2 grid.",
"tier": "high",
"tier_label": "High"
},
"forecast_certainty_label": "High",
"has_market_probs": true,
"hero_edge_pp": 53.98,
"hero_label": "Waterford",
"hero_side": "home",
"market_activity": "No meaningful directional movement yet.",
"market_agreement": "very_weak",
"market_agreement_label": "Very weak",
"market_interpretation": {},
"market_narrative": {},
"max_gap_pp": 53.98,
"model_validation": {
"score_label_key": "mi_mv_fail",
"status": "fail"
},
"model_validation_label": "Fail",
"outcome_separation": {
"breakdown": [
"Favourite exceeds second outcome by 52.9 pp (at 72.0%)."
],
"lead_gap_pp": 52.9,
"max_prob_pct": 72.0,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "high",
"tier_label": "High"
},
"outcome_separation_label": "High",
"rows": [
{
"edge_pp": 53.98,
"fair_prob_pct": 72.01,
"is_hero": true,
"label": "Waterford",
"market_prob_pct": 18.03,
"side": "home"
},
{
"edge_pp": -3.57,
"fair_prob_pct": 19.13,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 22.7,
"side": "draw"
},
{
"edge_pp": -50.41,
"fair_prob_pct": 8.86,
"is_hero": false,
"label": "Shamrock Rovers",
"market_prob_pct": 59.27,
"side": "away"
}
],
"status": "data_integrity_review",
"status_label": "Data Integrity Review Required",
"steam_note": "",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Shamrock Rovers (18.0%).",
"This creates a conflict: Model \u2192 Waterford, Market \u2192 Shamrock Rovers, Recent sharp money \u2192 recent line movement.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": null,
"closing_odds": null,
"clv_pending": true,
"clv_pp": null,
"clv_status": "pending",
"context": "match",
"current_stage": "model_validation_failed",
"current_stage_detail": "",
"current_stage_label": "Model validation failed",
"entry_implied_pct": 19.38,
"entry_odds": 5.16,
"model_validation_label": "Fail",
"model_validation_status": "fail",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Forecast Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "lost"
},
{
"detail": "",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "pending"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"show": false
},
"market_overview": {
"breadth_display": "8/8",
"current_odds": 5.28,
"move_display": "+0.0%",
"open_odds": 5.28,
"pick_team": "Waterford",
"steam_score": 30,
"steam_team_name": "Waterford",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 54.0,
"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_team_id": 652,
"away_team_logo": "/static/teams/652.webp",
"away_team_name": "Shamrock Rovers",
"country_code": "IE",
"country_flag": "/static/images/country/ie.svg",
"country_name": "Ireland",
"fixture_id": 1492720,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_team_country": "Ireland",
"home_team_id": 3845,
"home_team_logo": "/static/teams/3845.webp",
"home_team_name": "Waterford",
"league_country": "Ireland",
"league_id": 357,
"league_logo": "/static/leagues/357.webp",
"league_name": "Premier Division",
"league_season": 2026,
"match_date": "2026-06-19 18:45:00",
"score_fulltime_away": null,
"score_fulltime_home": null,
"status_long": "Not Started",
"status_short": "NS",
"venue_city": "Waterford",
"venue_name": "Regional Sports Centre"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_strong_fav_1x2",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Strong favourite in 1X2 model (+1.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 9.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.3,
"best_odd": 1.57,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.1512,
"ev": -0.3068,
"implied_prob": 0.5927,
"model_prob": 0.0887,
"p_final": 0.4415
},
"draw": {
"alpha": 0.1893,
"best_odd": 4.1,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0067,
"ev": -0.0971,
"implied_prob": 0.227,
"model_prob": 0.1913,
"p_final": 0.2202
},
"ev_available": true,
"home": {
"alpha": 0.1,
"best_odd": 5.16,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.054,
"ev": 0.209,
"implied_prob": 0.1803,
"model_prob": 0.7199,
"p_final": 0.2343
}
},
"btts": {
"best_no_odd": 2.0,
"best_yes_odd": 1.82,
"edge_no": 0.0618,
"edge_yes": -0.0618,
"ev_available": true,
"ev_no": 0.066,
"ev_yes": -0.1501,
"implied_no": 0.4712,
"implied_yes": 0.5288,
"n_bookmakers": 6,
"reliability": "medium"
},
"ou25": {
"best_over_odd": 1.84,
"best_under_odd": 2.13,
"edge_over": 0.0309,
"edge_under": -0.0309,
"ev_available": true,
"ev_over": 0.0617,
"ev_under": -0.099,
"implied_over": 0.5461,
"implied_under": 0.4539,
"n_bookmakers": 6,
"reliability": "medium"
}
},
"match_tier": "value_game",
"min_ev": 0.02,
"total_xg": 3.0,
"variance_flag": false
},
"unified_decision": {
"actionable_ev_threshold": 0.02,
"algorithm": {
"enabled_since": "2026-05-26",
"game_typing_module": true,
"version": "2.2.0"
},
"balanced_alternative": null,
"best_tracked_ev": 0.209,
"confidence": 7.5,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_primary_ev_above_10",
"pred_conf_v1_multi_ev_lines"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Primary EV above 10% (+1.0)",
"Two or more valid +EV lines at threshold (+0.5)"
],
"score": 7.5
},
"execution": {
"1x2_dominant": true,
"1x2_open_contest": false,
"grade": "A",
"stake_factor": 1.0
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"game_type": {
"label_zh": "\u5f3a\u4fe1\u53f7\uff08\u4f4e\u65b9\u5dee\uff09",
"scoring_type": "strong_signal",
"signals": {
"btts_yes_prob": 0.467,
"draw_prob": 0.1913,
"max_1x2_prob": 0.7199,
"over_prob": 0.577,
"total_xg": 3.0,
"under_prob": 0.423,
"xg_diff": 1.58
},
"type": "strong_signal",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"longshot_picks": [],
"markets": {
"1x2": {
"decision": "value_bet",
"edge": 0.054,
"ev": 0.209,
"implied_prob": 0.1803,
"max_ev_side": "home",
"model_prob": 0.7199,
"side": "home",
"side_label": "Waterford"
},
"btts": {
"decision": "value_bet",
"edge": 0.0618,
"ev": 0.066,
"implied_prob": 0.4712,
"model_prob": 0.533,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
"edge": 0.0309,
"ev": 0.0617,
"implied_prob": 0.5461,
"model_prob": 0.577,
"side": "over",
"value_side": "over"
}
},
"match_id": 1492720,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.209,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.0887,
"draw": 0.1913,
"home": 0.7199
},
"reason_codes": [
"high_total_goals"
],
"secondary_pick": null,
"secondary_picks": [],
"suppressed_primary": null,
"teams": {
"away": "Shamrock Rovers",
"home": "Waterford"
},
"top_pick": {
"composite_score": 0.180551,
"decision": "value_bet",
"ev": 0.209,
"implied_prob": 0.1803,
"market": "1x2",
"model_prob": 0.7199,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "home",
"side_label": "Waterford",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 3
}
},
"fixture_id": 1492720,
"generated_at_utc": "2026-06-13T13:28:11.913938+00:00",
"lang_id": "en"
}
¿Cómo usar esto?
- Concéntrese en la línea principal cuando desee una idea viable.
- No combine muchas púas de punta fina;Los bordes no se suman de manera confiable.
- Trate las apuestas arriesgadas como jugadas opcionales y de alto riesgo únicamente.
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