Auditoría de predicción: GrIFK vs HJS Akatemia Predicción, Cuotas y Consejos de Apuestas con IA

Jun 12, 2026 - 15:30
2 1.25
2 1.35
xG Accuracy: 68%

The model missed the final outcome (Draw 2–2).

The model had projected HJS Akatemia at 37.5%, but the full-time result went the other way.

Mercados rastreados versus resultado de tiempo completo

Grado de predicción F

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 Sí ✖ Incorrecto
  • 1X2 HJS Akatemia Dibujar ✖ Incorrecto
  • Perspectivas de marcador exacto 1-1, 0-1, 1-0, 1-2, 2-1 2-2 ✖ Incorrecto

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 4 goals materialised

What failed

  • Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (4 goals)

Market lesson

The full-time result was Draw 2–2, which did not match the model's pre-match lean on 1X2.

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Cronología de predicción

Cómo esta predicción pasó del pronóstico a la revisión a tiempo completo.

  1. Jun 12, 2026 · 15:29 UTC Forecast generated
    • xG · GrIFK 1.25 — HJS Akatemia 1.35
  2. Jun 12, 2026 · 15:30 UTC Kickoff
  3. FT Full-time result Draw · 2–2
  4. FT Prediction missed 1X2 lean did not match full-time result
  5. Archived Prediction review

Instantánea histórica

Congelado en el inicio: el resultado del modelo tal como estaba antes de que comenzara el partido.

Veredicto histórico: Observe
Decisión histórica No Primary Bet
Resultado Missed
Métricas previas al partido (contexto histórico)
Fiabilidad de predicción 57/100 · Moderate
  • Validation: Pending
Evidencia ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation pending
Market Compatibility 100/100
Betting Confidence 59/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 21:23 UTC Snapshot ID: dp-1509572

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Draw · GrIFK 2–2 HJS Akatemia
Prediction ✖ Missed
Decision Grade F

Model 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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        {
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          "outcome": "yes"
        },
        {
          "edge_pp": 8.97,
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          "market_prob": 36.53,
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          "outcome": "no"
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      ],
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        "fair_prob_pct": 37.54,
        "hero_side": "away",
        "hero_team_name": "HJS Akatemia",
        "market_prob_pct": 42.72,
        "status": "market_ahead",
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        "comparison_disabled": false,
        "degraded_note": "",
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          "edge_status": "market_ahead",
          "max_gap_pp": 5.18,
          "suppress_hero": false,
          "suppress_value_language": false
        },
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        "divergence_level": "moderate",
        "divergence_level_label": "Moderate divergence",
        "divergence_note": "Fair estimate and market pricing differ modestly. Monitor before kickoff.",
        "divergence_tier": "moderate",
        "edge_label": "Mild disagreement",
        "edge_label_key": "mild_disagreement",
        "fair_confidence": "medium",
        "fair_confidence_label": "Medium",
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          "headline": "Balanced match",
          "market_agreement_label": "Strong",
          "market_prob_pct": 42.7,
          "model_prob_pct": 37.5,
          "outcome_separation_tier": "low",
          "paragraphs": [],
          "reliability_headline": "Reliable forecast",
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          "tier": "balanced",
          "title": "Forecast Assessment",
          "validation_label": "Pass"
        },
        "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": -5.18,
        "hero_label": "HJS Akatemia",
        "hero_side": "away",
        "market_activity": "No meaningful directional movement yet.",
        "market_agreement": "strong",
        "market_agreement_label": "Strong",
        "market_interpretation": {
          "bullets": [
            "Monitor line movement before kickoff \u2014 not a betting recommendation."
          ],
          "follow_up": "",
          "gap_tier": "mild",
          "lead": "The market and model broadly agree on HJS Akatemia. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.",
          "note": "The market shows a modest preference for HJS Akatemia relative to the current fair estimate.",
          "paragraphs": [
            "The market and model broadly agree on HJS Akatemia. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement."
          ],
          "quiet_market": true,
          "title": "Market Assessment"
        },
        "market_narrative": {
          "paragraphs": [
            "The market still prices HJS Akatemia above the current fair estimate.",
            "Pricing has been stable with broad sportsbook participation, suggesting settled consensus."
          ],
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        "max_gap_pp": 5.18,
        "model_validation": {
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        "outcome_separation": {
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          ],
          "lead_gap_pp": 4.7,
          "max_prob_pct": 37.5,
          "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",
        "rows": [
          {
            "edge_pp": 0.04,
            "fair_prob_pct": 32.85,
            "is_hero": false,
            "label": "GrIFK",
            "market_prob_pct": 32.81,
            "side": "home"
          },
          {
            "edge_pp": 5.14,
            "fair_prob_pct": 29.61,
            "is_hero": false,
            "label": "Draw",
            "market_prob_pct": 24.47,
            "side": "draw"
          },
          {
            "edge_pp": -5.18,
            "fair_prob_pct": 37.54,
            "is_hero": true,
            "label": "HJS Akatemia",
            "market_prob_pct": 42.72,
            "side": "away"
          }
        ],
        "status": "market_ahead",
        "status_label": "Market Ahead",
        "steam_note": "The market shows a modest preference for HJS Akatemia relative to the current fair estimate.",
        "unavailable_note": ""
      },
      "interpretation": {
        "has_conflict": true,
        "paragraphs": [
          "The betting market strongly prefers HJS Akatemia (42.7%).",
          "This creates a conflict: Model \u2192 HJS Akatemia, Market \u2192 HJS Akatemia, Recent sharp money \u2192 recent line movement.",
          "Because signals disagree, confidence remains limited."
        ],
        "show": true,
        "title": "OddsGPT Interpretation"
      },
      "lifecycle": {
        "closing_implied_pct": 47.17,
        "closing_odds": 2.12,
        "clv_pending": true,
        "clv_pp": 0.0,
        "clv_status": "pending",
        "context": "match",
        "current_stage": "waiting_for_kickoff",
        "current_stage_detail": "",
        "current_stage_label": "Waiting for kickoff",
        "entry_implied_pct": 47.17,
        "entry_odds": 2.12,
        "model_validation_label": "Pass",
        "model_validation_status": "pass",
        "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": "done"
          },
          {
            "detail": "PRE1",
            "id": "closing_recorded",
            "label": "Closing Recorded",
            "status": "done"
          },
          {
            "detail": "",
            "id": "clv_evaluated",
            "label": "CLV Evaluated",
            "status": "pending"
          }
        ]
      },
      "market_move_intelligence": {
        "show": false
      },
      "market_overview": {
        "breadth_display": "9/12",
        "current_odds": 2.75,
        "move_display": "+0.0%",
        "open_odds": 2.75,
        "pick_team": "GrIFK",
        "steam_score": 22,
        "steam_team_name": "GrIFK",
        "steam_tier": "C"
      },
      "premium_teaser": {
        "current_divergence_pp": 5.2,
        "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_team_id": 9209,
      "away_team_logo": "/static/teams/9209.webp",
      "away_team_name": "HJS Akatemia",
      "country_code": "FI",
      "country_flag": "/static/images/country/fi.svg",
      "country_name": "Finland",
      "fixture_id": 1541506,
      "goals_away": null,
      "goals_home": null,
      "home_expected_goals": null,
      "home_team_country": "Finland",
      "home_team_id": 2079,
      "home_team_logo": "/static/teams/2079.webp",
      "home_team_name": "GrIFK",
      "league_country": "Finland",
      "league_id": 248,
      "league_logo": "/static/leagues/248.webp",
      "league_name": "Kakkonen - Grupo B",
      "league_season": 2026,
      "match_date": "2026-06-12 15:30:00",
      "score_fulltime_away": null,
      "score_fulltime_home": null,
      "status_long": "Not Started",
      "status_short": "NS",
      "venue_city": "Kauniainen",
      "venue_name": null
    },
    "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": 0.4152,
            "best_odd": 2.12,
            "calibration": {
              "active": false,
              "hook": "CALIBRATE_1X2_P_FINAL"
            },
            "edge": -0.0214,
            "ev": -0.1398,
            "implied_prob": 0.4272,
            "model_prob": 0.3757,
            "p_final": 0.4058
          },
          "draw": {
            "alpha": 0.2771,
            "best_odd": 3.7,
            "calibration": {
              "active": false,
              "hook": "CALIBRATE_1X2_P_FINAL"
            },
            "edge": 0.0141,
            "ev": -0.0423,
            "implied_prob": 0.2447,
            "model_prob": 0.2956,
            "p_final": 0.2588
          },
          "ev_available": true,
          "home": {
            "alpha": 0.4496,
            "best_odd": 2.76,
            "calibration": {
              "active": false,
              "hook": "CALIBRATE_1X2_P_FINAL"
            },
            "edge": 0.0003,
            "ev": -0.0937,
            "implied_prob": 0.3281,
            "model_prob": 0.3287,
            "p_final": 0.3284
          }
        },
        "btts": {
          "best_no_odd": 2.59,
          "best_yes_odd": 1.5,
          "edge_no": 0.0897,
          "edge_yes": -0.0897,
          "ev_available": true,
          "ev_no": 0.1784,
          "ev_yes": -0.1825,
          "implied_no": 0.3653,
          "implied_yes": 0.6347,
          "n_bookmakers": 6,
          "reliability": "medium"
        },
        "ou25": {
          "best_over_odd": 1.53,
          "best_under_odd": 2.55,
          "edge_over": -0.1375,
          "edge_under": 0.1375,
          "ev_available": true,
          "ev_over": -0.2625,
          "ev_under": 0.3209,
          "implied_over": 0.6195,
          "implied_under": 0.3805,
          "n_bookmakers": 7,
          "reliability": "medium"
        }
      },
      "match_tier": "value_game",
      "min_ev": 0.02,
      "total_xg": 2.6,
      "variance_flag": false
    },
    "unified_decision": {
      "actionable_ev_threshold": 0.02,
      "algorithm": {
        "enabled_since": "2026-05-26",
        "game_typing_module": true,
        "version": "2.2.0"
      },
      "balanced_alternative": null,
      "best_tracked_ev": 0.3209,
      "confidence": 6.5,
      "decision_confidence_v1": {
        "breakdown": [
          "pred_conf_v1_primary_line",
          "pred_conf_v1_primary_ev_above_10",
          "pred_conf_v1_max_1x2_under_50",
          "pred_conf_v1_multi_ev_lines"
        ],
        "breakdown_resolved": [
          "Primary line identified (+1.0)",
          "Primary EV above 10% (+1.0)",
          "Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)",
          "Two or more valid +EV lines at threshold (+0.5)"
        ],
        "score": 6.5
      },
      "execution": {
        "1x2_dominant": false,
        "1x2_open_contest": true,
        "grade": "A",
        "stake_factor": 1.0
      },
      "favourite_misaligned_1x2": {
        "active": false,
        "gap": null,
        "side": null
      },
      "game_type": {
        "label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
        "scoring_type": "balanced",
        "signals": {
          "btts_yes_prob": 0.545,
          "draw_prob": 0.2956,
          "max_1x2_prob": 0.3757,
          "over_prob": 0.482,
          "total_xg": 2.6,
          "under_prob": 0.518,
          "xg_diff": 0.1
        },
        "type": "balanced",
        "typing_weights_enabled": true
      },
      "hero_display_pick": null,
      "longshot_picks": [],
      "markets": {
        "1x2": {
          "decision": "no_bet",
          "edge": -0.0214,
          "ev": -0.1398,
          "implied_prob": 0.4272,
          "max_ev_side": "draw",
          "model_prob": 0.3757,
          "side": "away",
          "side_label": "HJS Akatemia"
        },
        "btts": {
          "decision": "value_bet",
          "edge": 0.0897,
          "ev": 0.1784,
          "implied_prob": 0.3653,
          "model_prob": 0.455,
          "side": "no",
          "value_side": "no"
        },
        "ou_2_5": {
          "decision": "value_bet",
          "edge": 0.1375,
          "ev": 0.3209,
          "implied_prob": 0.3805,
          "model_prob": 0.518,
          "side": "under",
          "value_side": "under"
        }
      },
      "match_id": 1541506,
      "match_regime": {
        "action": "bet",
        "actionable": true,
        "clear_edge": true,
        "code": "clear_edge",
        "execution_line_key": null,
        "insight_line_key": null,
        "max_valid_ev": 0.3209,
        "min_ev": 0.02,
        "stake_mult": 1.0,
        "use_split_strip": false
      },
      "match_tier": "value_game",
      "no_clear_primary": false,
      "probabilities": {
        "away": 0.3757,
        "draw": 0.2956,
        "home": 0.3287
      },
      "reason_codes": [
        "no_ev_1x2"
      ],
      "secondary_pick": {
        "decision": "value_bet",
        "ev": 0.1784,
        "implied_prob": 0.3653,
        "market": "btts",
        "model_prob": 0.455,
        "not_dominant": true,
        "risk_band": "medium",
        "risk_tier": "secondary",
        "side": "no",
        "slot": "secondary"
      },
      "secondary_picks": [
        {
          "decision": "value_bet",
          "ev": 0.1784,
          "implied_prob": 0.3653,
          "market": "btts",
          "model_prob": 0.455,
          "not_dominant": true,
          "risk_band": "medium",
          "risk_tier": "secondary",
          "side": "no",
          "slot": "secondary"
        }
      ],
      "suppressed_primary": null,
      "teams": {
        "away": "HJS Akatemia",
        "home": "GrIFK"
      },
      "top_pick": {
        "composite_score": 0.116358,
        "decision": "value_bet",
        "ev": 0.3209,
        "implied_prob": 0.3805,
        "market": "ou_2_5",
        "model_prob": 0.518,
        "not_dominant": false,
        "primary_strength": "clear",
        "risk_band": "strong",
        "risk_tier": "primary",
        "side": "under",
        "slot": "primary",
        "speculative_primary": false
      },
      "valid_markets_count": 2
    }
  },
  "fixture_id": 1541506,
  "generated_at_utc": "2026-06-12T15:29:24.642925+00:00",
  "lang_id": "en"
}

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Kakkonen - Grupo B Kakkonen - Grupo B — Clasificación
# EQUIPO PJ G E P Pts
1 Honka 18 13 4 1 43
2 ÅIFK 18 12 3 3 39
3 EPS 18 10 2 6 32
4 HJS Akatemia 18 9 4 5 31
5 Ilves II 18 8 6 4 30
6 P-Iirot 18 8 3 7 27
7 GrIFK 18 7 3 8 24
8 EBK 18 4 3 11 15
9 Musa 18 3 3 12 12
10 NJS 18 0 1 17 1
# EQUIPO PJ GF GC +/- Pts
1 Honka 18 56 17 +39 43
2 Ilves II 18 51 30 +21 30
3 EPS 18 39 26 +13 32
4 ÅIFK 18 38 18 +20 39
5 HJS Akatemia 18 30 24 +6 31
6 P-Iirot 18 30 25 +5 27
7 EBK 18 27 43 -16 15
8 GrIFK 18 23 31 -8 24
9 Musa 18 19 55 -36 12
10 NJS 18 10 54 -44 1