Ramalan / Bola Sepak / Itali. Serie B / Bari vs Virtus Entella

Audit Ramalan: Bari vs Virtus Entella Ramalan, Odds & Tip Pertaruhan AI

May 01, 2026 - 13:00
2 0.87
0 1.60
xG Accuracy: 47%

The model missed the final outcome (Bari win 2–0).

The model had projected Virtus Entella at 53.0%, but the full-time result went the other way.

Pasaran yang dijejaki vs hasil sepenuh masa

Gred ramalan C

Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.

  • Pasaran Ramalan Hasilnya Hasil
  • Over / Under 2.5 Under 2.5 Under 2.5 (2 matlamat) ✔ Betul
  • Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Tidak ✔ Betul
  • 1X2 Virtus Entella Bari ✖ tak betul
  • Cerapan skor tepat 0-1, 1-1, 0-2, 1-2, 0-0 2-0 ✖ tak betul

Post Match Insights

What worked

  • Both Teams To Score (No) matched the full-time result
  • Under 2.5 goals aligned with the xG profile

What failed

  • 1X2: model leaned Virtus Entella; match finished Bari
  • Exact score: outside the model's top score bins

Market lesson

The full-time result was Bari win 2–0, which did not match the model's pre-match lean on 1X2.

Laman pertaruhan premium stake: pengguna baharu boleh guna kod promo FHn2uDc1. Daftar sekarang

Garis Masa Ramalan

Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.

  1. May 01, 2026 · 03:58 UTC Forecast generated
    • xG · Bari 0.87 — Virtus Entella 1.60
  2. May 01, 2026 · 13:00 UTC Kickoff
  3. FT Full-time result Bari win · 2–0
  4. FT Prediction missed 1X2 lean did not match full-time result
  5. Archived Prediction review

Gambar Sejarah

Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.

Keputusan sejarah: Observe
Keputusan Sejarah No Primary Bet
Hasil Missed
Metrik pra-padanan (konteks sejarah)
Kebolehpercayaan Ramalan 57/100 · Moderate
  • Validation: Pending
Bukti ★★★★★
  • Moderate model lean
  • 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 31, 2026 · 09:33 UTC Snapshot ID: dp-2596879

Closing Odds Pending
AI Fair Odds 1.89
CLV Pending
Final Result Bari win · Bari 2–0 Virtus Entella
Prediction ✖ Missed
Decision Grade C

Probability Calibration

  • Expected: 53.0%
  • Historical Bucket: 50–55% — Building sample

Semakan Soalan Lazim

Sejauh manakah ramalan itu tepat?
Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
Apakah ukuran Ketepatan xG?
Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
Mengapakah skor tepat tidak diramalkan?
Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
Adakah ini meningkatkan rekod AI?
Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.

Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.

Taklimat AI untuk perlawanan ini belum tersedia. Selepas naik taraf pelayan, jalankan semula “Batch generate odds” untuk menjana ringkasan.

View technical JSON
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  "decision_algo_version": "2.0.0",
  "facts": {
    "ai_fp": {
      "away_predicted_xg": 1.6,
      "away_win_prob": 0.5304,
      "dc_rho": -0.13,
      "draw_prob": 0.2808,
      "fair_odds_away": 1.89,
      "fair_odds_draw": 3.56,
      "fair_odds_home": 5.3,
      "home_predicted_xg": 0.87,
      "home_win_prob": 0.1887,
      "prediction_confidence": "high"
    },
    "api_prediction": {
      "advice": "Double chance : draw or Virtus Entella",
      "main_pick_display": "Winner : Virtus Entella",
      "percent_away": "45%",
      "percent_draw": "45%",
      "percent_home": "10%",
      "winner_name": "Virtus Entella"
    },
    "away_xg": 1.6,
    "betting_insight": {
      "bet_label": "Virtus Entella",
      "confidence": 53.0,
      "main_pick_meta": {
        "confidence": "medium",
        "display_text": "Winner : Virtus Entella",
        "edge": 0.1513,
        "edge_gap": 0.2485,
        "market": "1X2",
        "market_prob": 0.3785,
        "model_prob": 0.5298,
        "pick_type": "winner",
        "probabilities": {
          "away": 53.0,
          "draw": 28.1,
          "home": 18.9
        },
        "reason": "",
        "selection": "away",
        "selection_name": "Virtus Entella"
      },
      "market_comparison": [
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          "affi_link": "",
          "bookmaker_name": "Pinnacle",
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        {
          "affi_link": "",
          "bookmaker_name": "Betano",
          "odd": 2.55
        },
        {
          "affi_link": "",
          "bookmaker_name": "10Bet",
          "odd": 2.5
        },
        {
          "affi_link": "https://refpa14435.com/L?tag=d_4682699m_1599c_\u0026site=4682699\u0026ad=1599",
          "bookmaker_name": "1xBet",
          "odd": 2.48
        },
        {
          "affi_link": null,
          "bookmaker_name": "Unibet",
          "odd": 2.48
        },
        {
          "affi_link": "https://banners.dfbanners.com/redirect.aspx?pid=79572\u0026bid=19634\u0026redirectURL=http://www.dafabet.com/",
          "bookmaker_name": "Dafabet",
          "odd": 2.47
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        {
          "affi_link": "",
          "bookmaker_name": "Marathonbet",
          "odd": 2.46
        },
        {
          "affi_link": "",
          "bookmaker_name": "William Hill",
          "odd": 2.45
        }
      ],
      "risk_color": "#f44336",
      "risk_key": "high_risk",
      "stacked_market": null,
      "value_bet": {
        "best_odds": 2.56,
        "bookmaker_id": 4,
        "bookmaker_name": "Pinnacle",
        "display_market": "Virtus Entella Win",
        "is_value": true,
        "label": "Away",
        "market_fair_odds": 2.64,
        "market_odds": 2.46,
        "model_odds": 1.89,
        "overround": 7.4,
        "prob_edge": 13.8,
        "value_pct": 35.4,
        "value_rating": "strong_value"
      }
    },
    "betting_markets": {
      "btts": {
        "away_clean_sheet": 7,
        "away_failed_to_score": 11,
        "away_played": 36,
        "away_score_rate": 79.8,
        "home_clean_sheet": 6,
        "home_failed_to_score": 14,
        "home_played": 36,
        "home_score_rate": 58.1,
        "no_prob": 52.1,
        "pick": "No",
        "pick_prob": 52.1,
        "source": "xG_dc",
        "strong_pick": false,
        "yes_prob": 47.9
      },
      "correct_score": {
        "away_expected": 1.6,
        "home_expected": 0.87,
        "scores": [
          {
            "away": 1,
            "home": 0,
            "label": "0-1",
            "prob": 13.5
          },
          {
            "away": 1,
            "home": 1,
            "label": "1-1",
            "prob": 11.8
          },
          {
            "away": 2,
            "home": 0,
            "label": "0-2",
            "prob": 10.8
          },
          {
            "away": 2,
            "home": 1,
            "label": "1-2",
            "prob": 9.4
          },
          {
            "away": 0,
            "home": 0,
            "label": "0-0",
            "prob": 8.5
          }
        ],
        "source": "xG"
      },
      "double_chance": {
        "options": [
          {
            "key": "1X",
            "label": "Bari or Draw",
            "prob": 47.0
          },
          {
            "key": "12",
            "label": "Bari or Virtus Entella",
            "prob": 71.9
          },
          {
            "key": "X2",
            "label": "Draw or Virtus Entella",
            "prob": 81.1
          }
        ],
        "pick_key": "X2",
        "pick_label": "Draw or Virtus Entella",
        "pick_prob": 81.1
      },
      "match_winner": {
        "away_pct": 53.0,
        "draw_pct": 28.1,
        "home_pct": 18.9,
        "lean_key": "away",
        "lean_label": "Virtus Entella"
      },
      "over_under": {
        "api_hint": null,
        "avg_total": 2.47,
        "away_avg_scored": 0.9,
        "confidence": "medium",
        "home_avg_scored": 0.9,
        "over_prob": 44.9,
        "pick": "Under 2.5",
        "pick_prob": 55.1,
        "source": "xG_dc",
        "strong_pick": false,
        "total_expected": 2.47,
        "under_prob": 55.1
      },
      "prob_source": "poisson",
      "value_bet_enhanced": {
        "bookmaker_id": 4,
        "bookmaker_name": "Pinnacle",
        "edge": 35.7,
        "implied_prob": 39.1,
        "is_value": true,
        "label": "Away",
        "market": "Virtus Entella Win",
        "model_prob": 53.0,
        "odds": 2.56
      }
    },
    "correct_score_insight": {
      "best_value": {
        "best_bookmaker": "Betano",
        "best_odds": 30.0,
        "edge": 2.4,
        "ev": 73.2,
        "label": "0-3",
        "probability": 5.8
      },
      "most_likely": {
        "label": "0-1",
        "prob": 13.5
      }
    },
    "home_xg": 0.87,
    "homepage_pick": null,
    "market_cards": [
      {
        "decision": "value_bet",
        "ev": 0.0593,
        "ev_available": true,
        "featured": true,
        "id": "1x2",
        "implied_prob": 0.3778,
        "max_ev": 0.0593,
        "model_prob": 0.5298,
        "side_label": "Virtus Entella",
        "sort_key": 10203.37,
        "tier": "best"
      },
      {
        "decision": "small_edge",
        "ev_available": true,
        "ev_no": 0.0159,
        "ev_yes": -0.1043,
        "featured": false,
        "id": "btts",
        "max_ev": 0.0159,
        "no_prob": 52.1,
        "sort_key": 5212.72,
        "tier": "lean",
        "value_side": "no",
        "yes_prob": 47.9
      },
      {
        "decision": "small_edge",
        "ev_available": true,
        "ev_over": 0.0058,
        "ev_under": -0.0523,
        "featured": false,
        "id": "ou_2_5",
        "max_ev": 0.0058,
        "over_prob": 44.9,
        "sort_key": 5204.64,
        "tier": "lean",
        "under_prob": 55.1,
        "value_side": "over"
      },
      {
        "featured": false,
        "id": "correct_score",
        "sort_key": 820.5,
        "tier": "risk",
        "top_label": "0-1",
        "top_prob": 13.5
      }
    ],
    "match": {
      "away_expected_goals": null,
      "away_team_id": 527,
      "away_team_logo": "/static/teams/527.webp",
      "away_team_name": "Virtus Entella",
      "country_flag": "/static/images/country/it.svg",
      "country_name": "Italy",
      "fixture_id": 1419958,
      "goals_away": null,
      "goals_home": null,
      "home_expected_goals": null,
      "home_team_id": 508,
      "home_team_logo": "/static/teams/508.webp",
      "home_team_name": "Bari",
      "league_country": "Italy",
      "league_id": 136,
      "league_logo": "/static/leagues/136.webp",
      "league_name": "Serie B",
      "league_season": 2025,
      "match_date": "2026-05-01 18:30:00",
      "score_fulltime_away": null,
      "score_fulltime_home": null,
      "status_long": "Not Started",
      "status_short": "NS"
    },
    "match_decision": {
      "confidence": {
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          "pred_conf_md_xg_borderline"
        ],
        "breakdown_resolved": [
          "At least one tracked line above +EV threshold (+0.5)",
          "Total xG in borderline band (high variance) (\u22121.5)"
        ],
        "score": 6.0
      },
      "markets": {
        "1x2": {
          "1x2_ev_mode": "market_first_p15",
          "away": {
            "alpha": 0.3474,
            "best_odd": 2.46,
            "calibration": {
              "active": false,
              "hook": "CALIBRATE_1X2_P_FINAL"
            },
            "edge": 0.0528,
            "ev": 0.0593,
            "implied_prob": 0.3778,
            "model_prob": 0.5298,
            "p_final": 0.4306
          },
          "draw": {
            "alpha": 0.2908,
            "best_odd": 3.08,
            "calibration": {
              "active": false,
              "hook": "CALIBRATE_1X2_P_FINAL"
            },
            "edge": -0.006,
            "ev": -0.089,
            "implied_prob": 0.3017,
            "model_prob": 0.2813,
            "p_final": 0.2958
          },
          "ev_available": true,
          "home": {
            "alpha": 0.3612,
            "best_odd": 2.9,
            "calibration": {
              "active": false,
              "hook": "CALIBRATE_1X2_P_FINAL"
            },
            "edge": -0.0475,
            "ev": -0.2084,
            "implied_prob": 0.3205,
            "model_prob": 0.1889,
            "p_final": 0.273
          }
        },
        "btts": {
          "best_no_odd": 1.95,
          "best_yes_odd": 1.87,
          "edge_no": 0.0316,
          "edge_yes": -0.0316,
          "ev_available": true,
          "ev_no": 0.0159,
          "ev_yes": -0.1043,
          "implied_no": 0.4894,
          "implied_yes": 0.5106,
          "n_bookmakers": 9,
          "reliability": "medium"
        },
        "ou25": {
          "best_over_odd": 2.24,
          "best_under_odd": 1.72,
          "edge_over": 0.0078,
          "edge_under": -0.0078,
          "ev_available": true,
          "ev_over": 0.0058,
          "ev_under": -0.0523,
          "implied_over": 0.4412,
          "implied_under": 0.5588,
          "n_bookmakers": 9,
          "reliability": "medium"
        }
      },
      "match_tier": "value_game",
      "min_ev": 0.02,
      "total_xg": 2.47,
      "variance_flag": true
    },
    "unified_decision": {
      "actionable_ev_threshold": 0.02,
      "algorithm": {
        "enabled_since": "2026-04-26",
        "game_typing_module": true,
        "version": "2.0.0"
      },
      "balanced_alternative": null,
      "best_tracked_ev": 0.0593,
      "confidence": 6.0,
      "decision_confidence_v1": {
        "breakdown": [
          "pred_conf_v1_primary_line"
        ],
        "breakdown_resolved": [
          "Primary line identified (+1.0)"
        ],
        "score": 6.0
      },
      "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": "\u672a\u5206\u578b",
        "scoring_type": "neutral",
        "signals": {
          "btts_yes_prob": 0.479,
          "draw_prob": 0.2813,
          "max_1x2_prob": 0.5298,
          "over_prob": 0.449,
          "total_xg": 2.47,
          "under_prob": 0.551,
          "xg_diff": 0.73
        },
        "type": "neutral",
        "typing_weights_enabled": true
      },
      "hero_display_pick": null,
      "longshot_picks": [],
      "markets": {
        "1x2": {
          "decision": "value_bet",
          "edge": 0.0528,
          "ev": 0.0593,
          "implied_prob": 0.3778,
          "max_ev_side": "away",
          "model_prob": 0.5298,
          "side": "away",
          "side_label": "Virtus Entella"
        },
        "btts": {
          "decision": "small_edge",
          "edge": 0.0316,
          "ev": 0.0159,
          "implied_prob": 0.4894,
          "model_prob": 0.521,
          "side": "no",
          "value_side": "no"
        },
        "ou_2_5": {
          "decision": "small_edge",
          "edge": 0.0078,
          "ev": 0.0058,
          "implied_prob": 0.4412,
          "model_prob": 0.449,
          "side": "over",
          "value_side": "over"
        }
      },
      "match_id": 1419958,
      "match_regime": {
        "action": "optional",
        "actionable": true,
        "clear_edge": false,
        "code": "thin_edge",
        "execution_line_key": null,
        "insight_line_key": null,
        "max_valid_ev": 0.0593,
        "min_ev": 0.02,
        "stake_mult": 0.25,
        "use_split_strip": false
      },
      "match_tier": "value_game",
      "no_clear_primary": false,
      "probabilities": {
        "away": 0.5298,
        "draw": 0.2813,
        "home": 0.1889
      },
      "reason_codes": [
        "variance_medium"
      ],
      "secondary_pick": null,
      "secondary_picks": [],
      "suppressed_primary": null,
      "teams": {
        "away": "Virtus Entella",
        "home": "Bari"
      },
      "top_pick": {
        "composite_score": 0.031417,
        "decision": "value_bet",
        "ev": 0.0593,
        "implied_prob": 0.3778,
        "market": "1x2",
        "model_prob": 0.5298,
        "not_dominant": false,
        "primary_strength": "clear",
        "risk_band": "strong",
        "risk_tier": "primary",
        "side": "away",
        "side_label": "Virtus Entella",
        "slot": "primary",
        "speculative_primary": false
      },
      "valid_markets_count": 1
    }
  },
  "fixture_id": 1419958,
  "generated_at_utc": "2026-05-01T03:58:35.122591+00:00",
  "lang_id": "en"
}

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Langgan Sekarang
Kembali ke Ramalan
Serie B Serie B — Kedudukan
# PASUKAN P M S K Mata
1 Venezia 38 24 10 4 82
2 Frosinone 38 23 12 3 81
3 Monza 38 22 10 6 76
4 Palermo 38 20 12 6 72
5 Catanzaro 38 15 14 9 59
6 Modena 38 15 10 13 55
7 Juve Stabia 38 11 18 9 51
8 Avellino 38 13 10 15 49
9 Mantova 38 13 7 18 46
10 Padova 38 12 10 16 46
11 Cesena 38 12 10 16 46
12 Carrarese 38 10 14 14 44
13 Sampdoria 38 11 11 16 44
14 Virtus Entella 38 10 12 16 42
15 Empoli 38 9 14 15 41
16 Sudtirol 38 8 17 13 41
17 Bari 38 10 10 18 40
18 Reggiana 38 9 10 19 37
19 Spezia 38 8 11 19 35
20 Pescara 38 7 14 17 35
# PASUKAN P J B +/- Mata
1 Venezia 38 77 31 +46 82
2 Frosinone 38 76 34 +42 81
3 Catanzaro 38 62 51 +11 59
4 Monza 38 61 32 +29 76
5 Palermo 38 61 33 +28 72
6 Pescara 38 51 66 -15 35
7 Modena 38 49 36 +13 55
8 Carrarese 38 47 52 -5 44
9 Empoli 38 47 54 -7 41
10 Cesena 38 45 56 -11 46
11 Mantova 38 45 57 -12 46
12 Juve Stabia 38 44 45 -1 51
13 Avellino 38 43 55 -12 49
14 Spezia 38 43 59 -16 35
15 Padova 38 39 49 -10 46
16 Sudtirol 38 38 48 -10 41
17 Bari 38 38 60 -22 40
18 Virtus Entella 38 36 51 -15 42
19 Reggiana 38 36 56 -20 37
20 Sampdoria 38 35 48 -13 44
# PASUKAN P xG xGC +/- Mata
1 Venezia 38 73.9 33.1 +40.8 82
2 Monza 38 56.5 34.9 +21.6 76
3 Palermo 38 57.5 43.0 +14.5 72
4 Frosinone 38 62.1 49.0 +13.1 81
5 Modena 38 49.2 38.5 +10.7 55
6 Cesena 38 51.7 46.5 +5.2 46
7 Empoli 38 46.3 44.1 +2.2 41
8 Juve Stabia 38 41.7 39.6 +2.1 51
9 Sampdoria 38 39.2 37.2 +2.0 44
10 Catanzaro 38 50.2 49.0 +1.2 59
11 Mantova 38 49.0 50.6 -1.6 46
12 Spezia 38 48.4 51.1 -2.7 35
13 Sudtirol 38 41.8 44.9 -3.1 41
14 Virtus Entella 38 45.0 48.5 -3.5 42
15 Carrarese 38 45.1 55.0 -9.9 44
16 Pescara 38 46.4 58.1 -11.7 35
17 Reggiana 38 33.8 48.8 -15.0 37
18 Avellino 38 33.6 51.9 -18.3 49
19 Padova 38 33.3 52.3 -19.0 46
20 Bari 38 33.3 61.8 -28.5 40