Laman pertaruhan premium stake: pengguna baharu boleh guna kod promo FHn2uDc1. Daftar sekarang
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 Over 2.5 Under 2.5 (1 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Tidak ✖ tak betul
- 1X2 Olympique Safi Olympique Safi ✔ Betul
- Cerapan skor tepat 1-1, 1-0, 0-1, 2-1, 1-2 1-0 ✔ Betul
Validation Report
Immutable Snapshot
Closing Odds
Pending
AI Fair Odds
—
CLV
Pending
Final Result
Olympique Safi win · Olympique Safi 1–0 Chabab Ben Guerir
Prediction
✔ Correct
Decision Grade
F
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Taklimat AI untuk perlawanan ini belum tersedia. Selepas naik taraf pelayan, jalankan semula “Batch generate odds” untuk menjana ringkasan.
View technical JSON
{
"bundle_version": 1,
"content_hash": "059a05ecb4692e132123487a300976af2a1b9aecd27174194a61f0fba17aca6d",
"decision_algo_version": "2.5.0",
"facts": {
"ai_fp": {
"away_predicted_xg": 1.22,
"away_win_prob": 0.3148,
"away_win_prob_posterior": null,
"bayes_applied": 0,
"btts_no_prob": 0.456,
"btts_yes_prob": 0.544,
"dc_rho": -0.13,
"draw_prob": 0.2954,
"draw_prob_posterior": null,
"fair_odds_away": 3.18,
"fair_odds_away_posterior": null,
"fair_odds_draw": 3.39,
"fair_odds_draw_posterior": null,
"fair_odds_home": 2.57,
"fair_odds_home_posterior": null,
"home_predicted_xg": 1.38,
"home_win_prob": 0.3897,
"home_win_prob_posterior": null,
"over_25_prob": 0.482,
"prediction_confidence": "very_low",
"under_25_prob": 0.518
},
"api_prediction": {
"advice": "Combo Winner : Chabab Ben Guerir and -3.5 goals",
"main_pick_display": "No Strong Winner Bet",
"percent_away": "50%",
"percent_draw": "50%",
"percent_home": "0%",
"winner_name": "Chabab Ben Guerir"
},
"away_xg": 1.22,
"betting_insight": {
"bet_label": "Olympique Safi",
"confidence": null,
"main_pick_meta": {
"confidence": "low",
"display_text": "No Strong Winner Bet",
"edge": -0.1362,
"edge_gap": 0.0747,
"market": "1X2",
"market_prob": 0.5258,
"model_prob": 0.3897,
"pick_type": "no_strong",
"probabilities": {
"away": 31.5,
"draw": 29.5,
"home": 39.0
},
"reason": "No clear edge in 1X2 market",
"selection": null,
"selection_name": null
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 1.69
}
],
"risk_color": null,
"risk_key": null,
"stacked_market": null,
"value_bet": {
"best_odds": 1.69,
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"display_market": "Olympique Safi Win",
"is_value": false,
"label": "Home",
"market_fair_odds": 1.9,
"market_odds": 1.69,
"model_odds": 2.57,
"overround": 12.5,
"prob_edge": -20.3,
"value_pct": -34.2,
"value_rating": "no_value"
}
},
"betting_markets": {
"btts": {
"away_clean_sheet": 1,
"away_failed_to_score": 0,
"away_played": 1,
"away_score_rate": 70.5,
"home_clean_sheet": 1,
"home_failed_to_score": 1,
"home_played": 1,
"home_score_rate": 74.8,
"no_prob": 45.6,
"pick": "Yes",
"pick_prob": 54.4,
"source": "xG_dc",
"strong_pick": true,
"yes_prob": 54.4
},
"correct_score": {
"away_expected": 1.22,
"home_expected": 1.38,
"scores": [
{
"away": 1,
"home": 1,
"label": "1-1",
"prob": 12.5
},
{
"away": 0,
"home": 1,
"label": "1-0",
"prob": 10.2
},
{
"away": 1,
"home": 0,
"label": "0-1",
"prob": 9.1
},
{
"away": 1,
"home": 2,
"label": "2-1",
"prob": 8.6
},
{
"away": 2,
"home": 1,
"label": "1-2",
"prob": 7.6
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Olympique Safi or Draw",
"prob": 68.5
},
{
"key": "12",
"label": "Olympique Safi or Chabab Ben Guerir",
"prob": 70.5
},
{
"key": "X2",
"label": "Draw or Chabab Ben Guerir",
"prob": 61.0
}
],
"pick_key": "12",
"pick_label": "Olympique Safi or Chabab Ben Guerir",
"pick_prob": 70.5
},
"match_winner": {
"away_pct": 31.5,
"draw_pct": 29.5,
"home_pct": 39.0,
"lean_key": "home",
"lean_label": "Olympique Safi"
},
"over_under": {
"api_hint": "-3.5",
"avg_total": 2.6,
"away_avg_scored": 2.0,
"confidence": "low",
"home_avg_scored": 0.0,
"over_prob": 48.2,
"pick": "Over 2.5",
"pick_prob": 51.8,
"source": "xG_dc",
"strong_pick": true,
"total_expected": 2.6,
"under_prob": 51.8
},
"prob_source": "poisson",
"value_bet_enhanced": {
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"edge": 63.8,
"implied_prob": 19.2,
"is_value": true,
"label": "Away",
"market": "Chabab Ben Guerir Win",
"model_prob": 31.5,
"odds": 5.2
}
},
"closing_line_bundle": {
"away_team": "Chabab Ben Guerir",
"closing_1x2_probs_pct": {
"away": 17.09,
"draw": 30.33,
"home": 52.58
},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE1",
"closing_fetched_at": "2026-10-04 16:01:36",
"closing_source": "apis_closing_odds",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-10-04 15:32:39",
"has_data": true,
"home_team": "Olympique Safi",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
"model_vs_closing": [
{
"closing_implied_pct": 52.58,
"gap_pp": -13.62,
"kind": "1x2_h",
"model_pct": 38.97
},
{
"closing_implied_pct": 30.33,
"gap_pp": -0.79,
"kind": "1x2_d",
"model_pct": 29.54
},
{
"closing_implied_pct": 17.09,
"gap_pp": 14.4,
"kind": "1x2_a",
"model_pct": 31.49
},
{
"closing_implied_pct": 30.25,
"gap_pp": 17.95,
"kind": "ou_o",
"model_pct": 48.2
},
{
"closing_implied_pct": 69.75,
"gap_pp": -17.95,
"kind": "ou_u",
"model_pct": 51.8
}
],
"movement": [
{
"closing": 1.69,
"early": 1.69,
"implied_closing_pct": 52.58,
"implied_delta_pp": 0.0,
"implied_early_pct": 52.58,
"kind": "1x2_h"
},
{
"closing": 2.93,
"early": 2.93,
"implied_closing_pct": 30.33,
"implied_delta_pp": 0.0,
"implied_early_pct": 30.33,
"kind": "1x2_d"
},
{
"closing": 5.2,
"early": 5.2,
"implied_closing_pct": 17.09,
"implied_delta_pp": 0.0,
"implied_early_pct": 17.09,
"kind": "1x2_a"
},
{
"closing": 3.02,
"early": 3.02,
"implied_closing_pct": 30.25,
"implied_delta_pp": 0.0,
"implied_early_pct": 30.25,
"kind": "ou_o"
},
{
"closing": 1.31,
"early": 1.31,
"implied_closing_pct": 69.75,
"implied_delta_pp": 0.0,
"implied_early_pct": 69.75,
"kind": "ou_u"
}
],
"movement_negligible": true,
"same_bookmaker": true,
"top_value_gap": {
"gap_pp": 17.9,
"kind": "ou_o"
}
},
"correct_score_insight": {
"best_value": null,
"lean_card": {
"diff_pp": -0.2,
"ev": -0.0125,
"has_edge": false,
"label": "1-1",
"market_odds": 7.9,
"market_prob": 0.1266,
"market_prob_pct": 12.7,
"model_prob": 0.125,
"model_prob_pct": 12.5,
"n_bookmakers": 5,
"status_key": "no_value"
},
"most_likely": {
"label": "1-1",
"prob": 12.5
},
"top5": [
{
"label": "1-1",
"prob": 12.5
},
{
"label": "1-0",
"prob": 10.2
},
{
"label": "0-1",
"prob": 9.1
},
{
"label": "2-1",
"prob": 8.6
},
{
"label": "1-2",
"prob": 7.6
}
]
},
"home_xg": 1.38,
"homepage_pick": null,
"market_cards": [
{
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1267,
"available": true,
"consensus_odds": 2.63,
"edge": 0.025,
"edge_pp": 2.5,
"market_prob": 0.3466,
"mode": "market_first_btts",
"model_prob": 0.544,
"n_bookmakers": 4,
"no": {
"alpha": 0.1742,
"best_odd": 1.395,
"edge": -0.0344,
"ev": -0.1365,
"implied_prob": 0.6534,
"model_prob": 0.456,
"p_final": 0.619
},
"p_final": 0.3716,
"prediction_confidence": "very_low",
"raw_edge_pp": 19.7,
"raw_signal_ev": 0.4307,
"risk_adj_ev": -0.0227,
"value_side": "yes",
"yes": {
"alpha": 0.1267,
"best_odd": 2.63,
"edge": 0.025,
"ev": -0.0227,
"implied_prob": 0.3466,
"model_prob": 0.544,
"p_final": 0.3716
}
},
"ev_available": true,
"ev_no": -0.357,
"ev_no_display": {
"capped": false,
"raw_pct": -35.7,
"text": "-35.7%"
},
"ev_yes": 0.496,
"ev_yes_display": {
"capped": true,
"raw_pct": 49.6,
"text": "+25%+"
},
"featured": true,
"id": "btts",
"max_ev": 0.496,
"n_bookmakers": 4,
"no_prob": 45.6,
"sort_key": 10596.4,
"tier": "best",
"value_side": "yes",
"yes_prob": 54.4
},
{
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1357,
"available": true,
"consensus_odds": 2.895,
"edge": 0.0223,
"edge_pp": 2.2,
"market_prob": 0.318,
"mode": "market_first_ou",
"model_prob": 0.482,
"n_bookmakers": 4,
"over": {
"alpha": 0.1357,
"best_odd": 2.895,
"edge": 0.0223,
"ev": -0.0149,
"implied_prob": 0.318,
"model_prob": 0.482,
"p_final": 0.3403
},
"p_final": 0.3403,
"prediction_confidence": "very_low",
"raw_edge_pp": 16.4,
"raw_signal_ev": 0.3954,
"risk_adj_ev": -0.0149,
"under": {
"alpha": 0.1866,
"best_odd": 1.35,
"edge": -0.0306,
"ev": -0.1206,
"implied_prob": 0.682,
"model_prob": 0.518,
"p_final": 0.6514
},
"value_side": "over"
},
"ev_available": true,
"ev_over": 0.4556,
"ev_over_display": {
"capped": true,
"raw_pct": 45.6,
"text": "+25%+"
},
"ev_under": -0.2748,
"ev_under_display": {
"capped": false,
"raw_pct": -27.5,
"text": "-27.5%"
},
"featured": false,
"id": "ou_2_5",
"max_ev": 0.4556,
"n_bookmakers": 4,
"over_prob": 48.2,
"sort_key": 10410.04,
"tier": "best",
"under_prob": 51.8,
"value_side": "over"
},
{
"authority_action": "lean",
"authority_note": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"consensus_odds": 1.69,
"decision": "no_bet",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": -0.2212,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": -22.1,
"text": "-22.1%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.5258,
"is_extreme_disagreement": false,
"max_ev": 0.0061,
"max_ev_display": {
"capped": false,
"raw_pct": 0.6,
"text": "+0.6%"
},
"model_prob": 0.3897,
"raw_edge_display": "-13.6 percentage points",
"raw_edge_pp": -13.6,
"raw_signal_ev": -0.3414,
"raw_signal_ev_display": "-34.1%",
"show_primary_label": false,
"side_label": "Olympique Safi",
"sort_key": 5204.88,
"tier": "lean"
},
{
"featured": false,
"id": "correct_score",
"sort_key": 817.5,
"tier": "risk",
"top_label": "1-1",
"top_prob": 12.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "",
"alert_breadth_note": "",
"alert_move": "",
"alert_team": "",
"alert_title": "Sharp Money Alert",
"divergence_pp": 14.4,
"has_alert": false,
"hero_edge_pp": 14.39,
"hero_label": "Chabab Ben Guerir",
"market_prob_pct": 52.6,
"market_team": "Olympique Safi",
"model_prob_pct": 39.0,
"model_team": "Olympique Safi",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": null,
"steam_subtitle": "",
"steam_tier": "",
"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",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.4,
"summary": "Model and market currently agree on the stronger side (Olympique Safi)."
},
"authority": {
"action": "lean",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.4,
"summary": "Model and market currently agree on the stronger side (Olympique Safi)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.496,
"best_outlier_ev": 0.6376,
"confidence_band": "Moderate",
"decision_strength": 5.6,
"decision_strength_v1": 6.5,
"decision_strength_v2": 6.6,
"decision_type": "VALUE_ALERT",
"execution_confidence": 48,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Selective Lean - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Olympique Safi at 39.0%, compared with a no-vig market probability of 52.6%.",
"why": [
{
"text": "Decision Model identifies Olympique Safi as the value side (39.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"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": 13.6,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Selective Lean - No Primary Bet",
"hero_mode": "default",
"icon": "\u2192",
"label": "Lean only \u2014 not a default Primary",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Olympique Safi",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Olympique Safi \u00b7 decimal odds ~3.01 (derived from model% \u00d7 (1+EV)) \u00b7 EV +64% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1641170 \u00b7 snapshot=live-render \u00b7 odds\u22483.01 \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 +49.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +49.6% 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 +49.6% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 5.6/10 (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 +49.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 5.6/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "48 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+49.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Olympique Safi).",
"Decision strength: 5.6/10",
"Reliability below 65",
"Outlier price +64% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"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": "lean",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.2212,
"consensus_ev_display": "-22.1%",
"consensus_odds": 1.69,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5258,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "-13.6 percentage points",
"raw_edge_pp": -13.6,
"raw_implied_prob": 0.591715976331361,
"raw_signal_ev": -0.3414,
"raw_signal_ev_display": "-34.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"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": 0.16
}
}
},
"bet_status": "lean",
"books_breadth_display": "4/8",
"breadth_ratio": 0.5,
"evidence": {
"score": 68,
"signals": [
{
"icon": "\u2713",
"key": "statistical_edge",
"label": "Statistical edge detected",
"status": "pass"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Direction agrees; pricing still diverges",
"status": "caution"
},
{
"icon": "\u25cb",
"key": "steam",
"label": "Sharp steam detected",
"status": "neutral"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (14 pp)",
"tone": "caution"
}
],
"parts": {
"alignment": 17.8,
"data_quality": 12.0,
"market_coverage": 5.0,
"steam_coherence": 7.0,
"validation": 14.0
},
"score": 61,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 14.39,
"market_agreement": "weak",
"max_gap_pp": 14.39,
"model_calibration": {
"away_xg": 1.22,
"calibration_status": "ok",
"deviation_pct": 2.0,
"elevated": false,
"home_xg": 1.38,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.38,
"status_label": "Within typical league range",
"summary": "Home xG 1.38 \u00b7 Away xG 1.22 \u00b7 League avg 1.35 \u00b7 Peak deviation +2%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": 0.0,
"steam_conflicts": null,
"steam_move_display": "+0.0%",
"steam_team": "Olympique Safi",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 48,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 32,
"tier": "low",
"tier_label": "Low"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 38,
"tier": "low",
"tier_label": "Low"
},
"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": 32,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "lean",
"label": "Selective Lean - No Primary Bet"
}
},
"verdict": {
"agree_note": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.4,
"summary": "Model and market currently agree on the stronger side (Olympique Safi)."
},
"authority": {
"action": "lean",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.4,
"summary": "Model and market currently agree on the stronger side (Olympique Safi)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.496,
"best_outlier_ev": 0.6376,
"confidence_band": "Moderate",
"decision_strength": 5.6,
"decision_strength_v1": 6.5,
"decision_strength_v2": 6.6,
"decision_type": "VALUE_ALERT",
"execution_confidence": 48,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Selective Lean - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Olympique Safi at 39.0%, compared with a no-vig market probability of 52.6%.",
"why": [
{
"text": "Decision Model identifies Olympique Safi as the value side (39.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"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": 13.6,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Selective Lean - No Primary Bet",
"hero_mode": "default",
"icon": "\u2192",
"label": "Lean only \u2014 not a default Primary",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Olympique Safi",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Olympique Safi \u00b7 decimal odds ~3.01 (derived from model% \u00d7 (1+EV)) \u00b7 EV +64% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1641170 \u00b7 snapshot=live-render \u00b7 odds\u22483.01 \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 +49.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +49.6% 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 +49.6% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 5.6/10 (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 +49.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 5.6/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "48 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+49.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Olympique Safi).",
"Decision strength: 5.6/10",
"Reliability below 65",
"Outlier price +64% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"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": "lean",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.2212,
"consensus_ev_display": "-22.1%",
"consensus_odds": 1.69,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5258,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "-13.6 percentage points",
"raw_edge_pp": -13.6,
"raw_implied_prob": 0.591715976331361,
"raw_signal_ev": -0.3414,
"raw_signal_ev_display": "-34.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"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": 0.16
}
}
},
"headline": "Selective Lean - No Primary Bet",
"icon": "\u2192",
"label": "Lean only \u2014 not a default Primary",
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"tier": "lean"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Olympique Safi 1.38 xG vs Chabab Ben Guerir 1.22 \u2192 Olympique Safi 39.0%",
"Market: Olympique Safi ~52.6% implied",
"Market Steam: Olympique Safi +0.0%"
],
"one_liner": "Model and market both lean Olympique Safi with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -13.61,
"fair_prob": 38.97,
"label": "Olympique Safi",
"market_prob": 52.58,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": -0.79,
"fair_prob": 29.54,
"label": "Draw",
"market_prob": 30.33,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 14.39,
"fair_prob": 31.48,
"label": "Chabab Ben Guerir",
"market_prob": 17.09,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": 16.32,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 31.88,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": -16.32,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 68.12,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": 20.08,
"fair_prob": 54.4,
"label": "BTTS Yes",
"market_prob": 34.32,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": -20.08,
"fair_prob": 45.6,
"label": "BTTS No",
"market_prob": 65.68,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": 14.39,
"fair_prob_pct": 31.48,
"hero_side": "away",
"hero_team_name": "Chabab Ben Guerir",
"market_prob_pct": 17.09,
"status": "strong_disagreement",
"steam_team_name": "Olympique Safi"
},
"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 statistical model estimates Chabab Ben Guerir\u0027s win probability at 31.5%, compared with the closing market\u0027s implied probability of 17.1%, a difference of 14.4 percentage points. This highlights a substantial disagreement between the model\u0027s assessment and the market consensus, rather than indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "strong",
"edge_status": "strong_disagreement",
"max_gap_pp": 14.39,
"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": "Balanced match",
"favourite_label": "Olympique Safi",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 52.6,
"model_prob_gap_display": "-13.6 percentage points",
"model_prob_gap_pp": -13.6,
"model_prob_pct": 39.0,
"outcome_separation_tier": "medium",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "-13.6 percentage points",
"gap_pp": -13.6,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 61,
"reliability_tier": "limited",
"summary": "Olympique Safi \u2014 market direction supports the model lean.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 48,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 32,
"tier": "low",
"tier_label": "Low"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 38,
"tier": "low",
"tier_label": "Low"
},
"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": 32,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "lean",
"label": "Selective Lean - No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Olympique Safi 1.38 xG vs Chabab Ben Guerir 1.22 \u2192 Olympique Safi 39.0%",
"Market: Olympique Safi ~52.6% implied",
"Market Steam: Olympique Safi +0.0%"
],
"one_liner": "Model and market both lean Olympique Safi with no major conflict.",
"title": "Why?"
}
},
"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": 14.39,
"hero_label": "Chabab Ben Guerir",
"hero_side": "away",
"market_activity": "No meaningful directional movement yet.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {
"bullets": [
"The model may see a slower-scoring or closer matchup than the market.",
"Monitor line movement before kickoff \u2014 not a betting recommendation."
],
"follow_up": "",
"gap_tier": "strong",
"lead": "The statistical fair estimate is materially higher than the market on Chabab Ben Guerir.",
"note": "The fair estimate is materially higher than current market pricing on Chabab Ben Guerir.",
"paragraphs": [
"The statistical fair estimate is materially higher than the market on Chabab Ben Guerir."
],
"quiet_market": true,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The fair estimate favors Chabab Ben Guerir more strongly than current market pricing.",
"No meaningful directional movement has emerged, and pricing remains stable across tracked sportsbooks."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 14.39,
"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 7.5 pp (at 39.0%)."
],
"lead_gap_pp": 7.5,
"max_prob_pct": 39.0,
"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": "Chabab Ben Guerir",
"largest_gap_pp": 14.4,
"lead": "The model rates Chabab Ben Guerir considerably stronger than the closing betting market.",
"level": "strong",
"max_gap_pp": 14.4,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -13.61,
"edge_pp": -13.61,
"fair_prob_pct": 38.97,
"is_hero": false,
"label": "Olympique Safi",
"market_prob_pct": 52.58,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": -0.79,
"edge_pp": -0.79,
"fair_prob_pct": 29.54,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 30.33,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 14.39,
"edge_pp": 14.39,
"fair_prob_pct": 31.48,
"is_hero": true,
"label": "Chabab Ben Guerir",
"market_prob_pct": 17.09,
"side": "away",
"signal_key": "model_edge",
"signal_label": "Model Edge"
}
],
"status": "strong_disagreement",
"status_label": "Strong Disagreement",
"steam_note": "The fair estimate is materially higher than current market pricing on Chabab Ben Guerir.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": false,
"paragraphs": [
"The betting market strongly prefers Olympique Safi (52.6%).",
"Olympique Safi \u2014 market direction supports the model lean."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 19.23,
"closing_odds": 5.2,
"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": 19.23,
"entry_odds": 5.2,
"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": {
"show": false
},
"market_overview": {
"breadth_display": "4/8",
"current_odds": 1.9,
"move_display": "+0.0%",
"open_odds": 1.9,
"pick_team": "Olympique Safi",
"steam_score": 13,
"steam_team_name": "Olympique Safi",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 14.4,
"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": {
"at2.away_team_slug": "chabab-ben-guerir",
"away_expected_goals": null,
"away_goal_display": 0,
"away_team_display_name": "Chabab Ben Guerir",
"away_team_id": 3450,
"away_team_logo": "/static/teams/3450.webp",
"away_team_name": "Chabab Ben Guerir",
"away_team_public_id": "32UaJfP0ilRt4B",
"away_team_slug": "chabab-ben-guerir",
"country_code": "MA",
"country_display_name": "Morocco",
"country_flag": "/static/images/country/ma.svg",
"country_id": 111,
"country_name": "Morocco",
"fixture_id": 1641170,
"goals_away": 0,
"goals_home": 0,
"home_expected_goals": null,
"home_goal_display": 0,
"home_team_country": "Morocco",
"home_team_display_name": "Olympique Safi",
"home_team_id": 975,
"home_team_logo": "/static/teams/975.webp",
"home_team_name": "Olympique Safi",
"home_team_public_id": "1uW6esmJGS2nl5",
"home_team_slug": "olympique-safi",
"ht.home_team_slug": "olympique-safi",
"league_country": "Morocco",
"league_country_display": "Morocco",
"league_display_name": "Botola 2",
"league_id": 201,
"league_logo": "/static/leagues/201.webp",
"league_name": "Botola 2",
"league_public_id": "1413D8lfqq3YGD",
"league_season": 2026,
"match_date": "2026-10-04 16:00:00",
"public_id": "3Fs1WozleURUnB",
"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": "Safi",
"venue_name": "Stade El Massira"
},
"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": 0.1568,
"best_odd": 5.2,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0226,
"ev": 0.0061,
"implied_prob": 0.1709,
"joint_probs": {
"away": 0.1709,
"draw": 0.3033,
"home": 0.5258
},
"model_prob": 0.3149,
"p_final": 0.1935
},
"draw": {
"alpha": 0.4447,
"best_odd": 2.93,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0035,
"ev": -0.1216,
"implied_prob": 0.3033,
"joint_probs": {
"away": 0.1709,
"draw": 0.3033,
"home": 0.5258
},
"model_prob": 0.2954,
"p_final": 0.2998
},
"ev_available": true,
"home": {
"alpha": 0.4775,
"best_odd": 1.69,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.065,
"ev": -0.2212,
"implied_prob": 0.5258,
"joint_probs": {
"away": 0.1709,
"draw": 0.3033,
"home": 0.5258
},
"model_prob": 0.3897,
"p_final": 0.4608
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 5.2,
"edge": 0.1226,
"ev": 0.6376,
"implied_prob": 0.1923,
"model_prob": 0.3149
},
"draw": {
"best_odd": 2.93,
"edge": -0.0459,
"ev": -0.1344,
"implied_prob": 0.3413,
"model_prob": 0.2954
},
"ev_available": true,
"home": {
"best_odd": 1.69,
"edge": -0.202,
"ev": -0.3415,
"implied_prob": 0.5917,
"model_prob": 0.3897
}
},
"btts": {
"alpha_no": 0.1742,
"alpha_yes": 0.1267,
"best_no_odd": 1.41,
"best_yes_odd": 2.75,
"btts_ev_mode": "market_first_available",
"edge_no": -0.2008,
"edge_yes": 0.2008,
"ev_available": true,
"ev_no": -0.357,
"ev_no_risk_adj": -0.1365,
"ev_yes": 0.496,
"ev_yes_risk_adj": -0.0227,
"implied_no": 0.6568,
"implied_yes": 0.3432,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 4,
"no": {
"alpha": 0.1742,
"best_odd": 1.395,
"edge": -0.0344,
"ev": -0.1365,
"implied_prob": 0.6534,
"model_prob": 0.456,
"p_final": 0.619
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.1267,
"best_odd": 2.63,
"edge": 0.025,
"ev": -0.0227,
"implied_prob": 0.3466,
"model_prob": 0.544,
"p_final": 0.3716
}
},
"n_bookmakers": 4,
"p_final_no": 0.619,
"p_final_yes": 0.3716,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.1357,
"alpha_under": 0.1866,
"best_over_odd": 3.02,
"best_under_odd": 1.4,
"consensus_over_odd": 2.895,
"consensus_under_odd": 1.35,
"edge_over": 0.1632,
"edge_under": -0.1632,
"ev_available": true,
"ev_over": 0.4556,
"ev_over_risk_adj": -0.0149,
"ev_under": -0.2748,
"ev_under_risk_adj": -0.1206,
"implied_over": 0.3188,
"implied_over_mf": 0.318,
"implied_under": 0.6812,
"implied_under_mf": 0.682,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 4,
"over": {
"alpha": 0.1357,
"best_odd": 2.895,
"edge": 0.0223,
"ev": -0.0149,
"implied_prob": 0.318,
"model_prob": 0.482,
"p_final": 0.3403
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.1866,
"best_odd": 1.35,
"edge": -0.0306,
"ev": -0.1206,
"implied_prob": 0.682,
"model_prob": 0.518,
"p_final": 0.6514
}
},
"n_bookmakers": 4,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.3403,
"p_final_under": 0.6514,
"prediction_confidence": "very_low",
"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": "2.5.0"
},
"balanced_alternative": null,
"best_consensus_ev": 0.496,
"best_outlier_ev": 0.6376,
"best_tracked_ev": 0.496,
"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)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 5.6,
"score_v1_legacy": 6.5,
"score_v2_pre_penalty": 6.6,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 5.6,
"score_pre_penalty": 6.6
},
"decision_type": "VALUE_ALERT",
"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": "lean",
"final_decision": {
"action": "lean",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 14.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 14.4,
"summary": "Model and market currently agree on the stronger side (Olympique Safi)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.496,
"best_outlier_ev": 0.6376,
"confidence_band": "Moderate",
"decision_strength": 5.6,
"decision_strength_v1": 6.5,
"decision_strength_v2": 6.6,
"decision_type": "VALUE_ALERT",
"execution_confidence": 48,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Selective Lean - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Olympique Safi at 39.0%, compared with a no-vig market probability of 52.6%.",
"why": [
{
"text": "Decision Model identifies Olympique Safi as the value side (39.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"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": 13.6,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Selective Lean - No Primary Bet",
"hero_mode": "default",
"icon": "\u2192",
"label": "Lean only \u2014 not a default Primary",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Olympique Safi",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"calibration_risk"
],
"label": "Reason",
"other_factors": [
{
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
}
],
"other_label": "Other factors",
"primary": {
"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"
},
"secondary": {
"code": "calibration_risk",
"detail": "Confidence reduced because model assumptions exceed the normal range.",
"name": "Calibration Risk",
"short": "Calibration Risk",
"tone": "danger"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market BTTS \u00b7 side Olympique Safi \u00b7 decimal odds ~3.01 (derived from model% \u00d7 (1+EV)) \u00b7 EV +64% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1641170 \u00b7 snapshot=live-render \u00b7 odds\u22483.01 \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 +49.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +49.6% 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 +49.6% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 5.6/10 (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 +49.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 5.6/10 (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": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "48 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+49.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 6,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Olympique Safi).",
"Decision strength: 5.6/10",
"Reliability below 65",
"Outlier price +64% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"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": "lean",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.2212,
"consensus_ev_display": "-22.1%",
"consensus_odds": 1.69,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5258,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "-13.6 percentage points",
"raw_edge_pp": -13.6,
"raw_implied_prob": 0.591715976331361,
"raw_signal_ev": -0.3414,
"raw_signal_ev_display": "-34.1%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 2.2,
"reasons": [
"Thin xG separation gap=0.16"
],
"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": 0.16
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.544,
"draw_prob": 0.2954,
"max_1x2_prob": 0.3897,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.16
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 1.69,
"decision": "no_bet",
"edge": -0.065,
"ev": -0.2212,
"implied_prob": 0.5258,
"max_ev_side": "away",
"model_prob": 0.3897,
"side": "home",
"side_label": "Olympique Safi"
},
"btts": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1267,
"available": true,
"consensus_odds": 2.63,
"edge": 0.025,
"market_prob": 0.3466,
"mode": "market_first_btts",
"model_prob": 0.544,
"n_bookmakers": 4,
"no": {
"alpha": 0.1742,
"best_odd": 1.395,
"edge": -0.0344,
"ev": -0.1365,
"implied_prob": 0.6534,
"model_prob": 0.456,
"p_final": 0.619
},
"p_final": 0.3716,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0227,
"value_side": "yes",
"yes": {
"alpha": 0.1267,
"best_odd": 2.63,
"edge": 0.025,
"ev": -0.0227,
"implied_prob": 0.3466,
"model_prob": 0.544,
"p_final": 0.3716
}
},
"edge": 0.2008,
"ev": 0.496,
"implied_prob": 0.3432,
"model_prob": 0.544,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1357,
"available": true,
"consensus_odds": 2.895,
"edge": 0.0223,
"market_prob": 0.318,
"mode": "market_first_ou",
"model_prob": 0.482,
"n_bookmakers": 4,
"over": {
"alpha": 0.1357,
"best_odd": 2.895,
"edge": 0.0223,
"ev": -0.0149,
"implied_prob": 0.318,
"model_prob": 0.482,
"p_final": 0.3403
},
"p_final": 0.3403,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0149,
"under": {
"alpha": 0.1866,
"best_odd": 1.35,
"edge": -0.0306,
"ev": -0.1206,
"implied_prob": 0.682,
"model_prob": 0.518,
"p_final": 0.6514
},
"value_side": "over"
},
"edge": 0.1632,
"ev": 0.4556,
"implied_prob": 0.3188,
"model_prob": 0.482,
"side": "over",
"value_side": "over"
}
},
"match_id": 1641170,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.496,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3149,
"draw": 0.2954,
"home": 0.3897
},
"reason_codes": [
"no_ev_1x2"
],
"secondary_pick": {
"decision": "value_bet",
"ev": 0.4556,
"implied_prob": 0.3188,
"market": "ou_2_5",
"model_prob": 0.482,
"not_dominant": true,
"risk_band": "medium",
"risk_tier": "secondary",
"side": "over",
"slot": "secondary"
},
"secondary_picks": [
{
"decision": "value_bet",
"ev": 0.4556,
"implied_prob": 0.3188,
"market": "ou_2_5",
"model_prob": 0.482,
"not_dominant": true,
"risk_band": "medium",
"risk_tier": "secondary",
"side": "over",
"slot": "secondary"
}
],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Chabab Ben Guerir",
"home": "Olympique Safi"
},
"top_pick": {
"composite_score": 0.269824,
"decision": "value_bet",
"ev": 0.496,
"implied_prob": 0.3432,
"market": "btts",
"model_prob": 0.544,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "yes",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 2,
"value_context_1x2": {
"consensus_ev": -0.2212,
"consensus_ev_display": "-22.1%",
"consensus_odds": 1.69,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.5258,
"is_extreme_disagreement": false,
"model_prob": 0.3897,
"raw_edge_display": "-13.6 percentage points",
"raw_edge_pp": -13.6,
"raw_implied_prob": 0.591715976331361,
"raw_signal_ev": -0.3414,
"raw_signal_ev_display": "-34.1%"
}
}
},
"fixture_id": 1641170,
"generated_at_utc": "2026-10-04T16:01:39.791925+00:00",
"lang_id": "en"
}
Terokai Kandungan Ramalan Lain
Dapatkan Ramalan Premium untuk Olympique Safi & Chabab Ben Guerir!
Buka analisis mendalam, tip pertaruhan eksklusif, dan ramalan perlawanan dengan perkhidmatan langganan premium kami.
Langgan Sekarang
Botola 2 — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Wydad Fès | 2 | 2 | 0 | 0 | 6 |
| 2 | Ittihad Khemisset | 2 | 2 | 0 | 0 | 6 |
| 3 | Olympique Khouribga | 2 | 1 | 0 | 1 | 3 |
| 4 | Chabab Ben Guerir | 1 | 1 | 0 | 0 | 3 |
| 5 | Yacoub El Mansour | 1 | 1 | 0 | 0 | 3 |
| 6 | El Massira | 1 | 1 | 0 | 0 | 3 |
| 7 | USM Oujda | 1 | 1 | 0 | 0 | 3 |
| 8 | Mouloudia Oujda | 2 | 1 | 0 | 1 | 3 |
| 9 | Olympique Dcheïra | 2 | 1 | 0 | 1 | 3 |
| 10 | Olympique Safi | 1 | 0 | 1 | 0 | 1 |
| 11 | Union Sportive Boujaad | 2 | 0 | 1 | 1 | 1 |
| 12 | KAC Kenitra | 1 | 0 | 0 | 1 | 0 |
| 13 | Stade Marocain | 2 | 0 | 0 | 2 | 0 |
| 14 | Chabab Mohammédia | 1 | 0 | 0 | 1 | 0 |
| 15 | Riadi Salmi | 1 | 0 | 0 | 1 | 0 |
| 16 | Chabab Atlétic Khenifra | 2 | 0 | 0 | 2 | 0 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Wydad Fès | 2 | 4 | 0 | +4 | 6 |
| 2 | Olympique Khouribga | 2 | 4 | 1 | +3 | 3 |
| 3 | Ittihad Khemisset | 2 | 3 | 1 | +2 | 6 |
| 4 | Mouloudia Oujda | 2 | 3 | 3 | 0 | 3 |
| 5 | Chabab Ben Guerir | 1 | 2 | 0 | +2 | 3 |
| 6 | Yacoub El Mansour | 1 | 2 | 0 | +2 | 3 |
| 7 | El Massira | 1 | 2 | 1 | +1 | 3 |
| 8 | USM Oujda | 1 | 2 | 1 | +1 | 3 |
| 9 | Olympique Dcheïra | 2 | 2 | 2 | 0 | 3 |
| 10 | Stade Marocain | 2 | 1 | 3 | -2 | 0 |
| 11 | Chabab Atlétic Khenifra | 2 | 1 | 6 | -5 | 0 |
| 12 | Olympique Safi | 1 | 0 | 0 | 0 | 1 |
| 13 | KAC Kenitra | 1 | 0 | 1 | -1 | 0 |
| 14 | Chabab Mohammédia | 1 | 0 | 2 | -2 | 0 |
| 15 | Riadi Salmi | 1 | 0 | 2 | -2 | 0 |
| 16 | Union Sportive Boujaad | 2 | 0 | 3 | -3 | 1 |
