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
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.
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
May 01, 2026 · 03:58 UTC Forecast generated
- xG · Bari 0.87 — Virtus Entella 1.60
-
May 01, 2026 · 13:00 UTC Kickoff
-
FT Full-time result Bari win · 2–0
-
FT Prediction missed 1X2 lean did not match full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Metrik pra-padanan (konteks sejarah)
- Validation: Pending
- Moderate model lean
- Market has already priced much of the edge
- Validation pending
Validation Report
Immutable SnapshotProbability 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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"facts": {
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"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,
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"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"
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"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",
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"pick_type": "winner",
"probabilities": {
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"draw": 28.1,
"home": 18.9
},
"reason": "",
"selection": "away",
"selection_name": "Virtus Entella"
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
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{
"affi_link": "",
"bookmaker_name": "Betano",
"odd": 2.55
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{
"affi_link": "",
"bookmaker_name": "10Bet",
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{
"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",
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}
],
"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,
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"scores": [
{
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"label": "0-1",
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},
{
"away": 1,
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"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",
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"match_winner": {
"away_pct": 53.0,
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"lean_key": "away",
"lean_label": "Virtus Entella"
},
"over_under": {
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"avg_total": 2.47,
"away_avg_scored": 0.9,
"confidence": "medium",
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"pick": "Under 2.5",
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"source": "xG_dc",
"strong_pick": false,
"total_expected": 2.47,
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},
"prob_source": "poisson",
"value_bet_enhanced": {
"bookmaker_id": 4,
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"edge": 35.7,
"implied_prob": 39.1,
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"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",
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"max_ev": 0.0593,
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"side_label": "Virtus Entella",
"sort_key": 10203.37,
"tier": "best"
},
{
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"ev_yes": -0.1043,
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{
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"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",
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"goals_away": null,
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"home_team_id": 508,
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"league_country": "Italy",
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"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"
},
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"pred_conf_md_line_above_ev",
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"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,
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"p_final": 0.4306
},
"draw": {
"alpha": 0.2908,
"best_odd": 3.08,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
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"edge": -0.006,
"ev": -0.089,
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},
"ev_available": true,
"home": {
"alpha": 0.3612,
"best_odd": 2.9,
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"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0475,
"ev": -0.2084,
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}
},
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"edge_yes": -0.0316,
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},
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}
},
"match_tier": "value_game",
"min_ev": 0.02,
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"variance_flag": true
},
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"algorithm": {
"enabled_since": "2026-04-26",
"game_typing_module": true,
"version": "2.0.0"
},
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"best_tracked_ev": 0.0593,
"confidence": 6.0,
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],
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"Primary line identified (+1.0)"
],
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},
"execution": {
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"1x2_open_contest": false,
"grade": "A",
"stake_factor": 1.0
},
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"active": false,
"gap": null,
"side": null
},
"game_type": {
"label_zh": "\u672a\u5206\u578b",
"scoring_type": "neutral",
"signals": {
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"under_prob": 0.551,
"xg_diff": 0.73
},
"type": "neutral",
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},
"hero_display_pick": null,
"longshot_picks": [],
"markets": {
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"edge": 0.0528,
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"implied_prob": 0.3778,
"max_ev_side": "away",
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"side": "away",
"side_label": "Virtus Entella"
},
"btts": {
"decision": "small_edge",
"edge": 0.0316,
"ev": 0.0159,
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"model_prob": 0.521,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "small_edge",
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"ev": 0.0058,
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"model_prob": 0.449,
"side": "over",
"value_side": "over"
}
},
"match_id": 1419958,
"match_regime": {
"action": "optional",
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"clear_edge": false,
"code": "thin_edge",
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"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": {
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"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"
}
Terokai Kandungan Ramalan Lain
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Buka analisis mendalam, tip pertaruhan eksklusif, dan ramalan perlawanan dengan perkhidmatan langganan premium kami.
Langgan Sekarang
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 |