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 Over 2.5 (3 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Ya ✖ tak betul
- 1X2 MSV Duisburg Fortuna Düsseldorf ✖ tak betul
- Cerapan skor tepat 0-1, 1-1, 0-0, 0-2, 1-0 2-1 ✖ tak betul
Validation Report
Immutable SnapshotModel 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
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"decision_algo_version": "2.5.0",
"facts": {
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"away_win_prob": 0.4642,
"away_win_prob_posterior": null,
"bayes_applied": 0,
"btts_no_prob": 0.535,
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"dc_rho": -0.13,
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"fair_odds_away": 2.15,
"fair_odds_away_posterior": null,
"fair_odds_draw": 3.27,
"fair_odds_draw_posterior": null,
"fair_odds_home": 4.36,
"fair_odds_home_posterior": null,
"home_predicted_xg": 0.91,
"home_win_prob": 0.2295,
"home_win_prob_posterior": null,
"over_25_prob": 0.404,
"prediction_confidence": "low",
"under_25_prob": 0.596
},
"api_prediction": {
"advice": "Winner : MSV Duisburg",
"main_pick_display": "Winner : MSV Duisburg",
"percent_away": "45%",
"percent_draw": "45%",
"percent_home": "10%",
"winner_name": "MSV Duisburg"
},
"away_xg": 1.39,
"betting_insight": {
"bet_label": "MSV Duisburg",
"confidence": 46.5,
"main_pick_meta": {
"confidence": "low",
"display_text": "Winner : MSV Duisburg",
"edge": 0.0599,
"edge_gap": 0.1593,
"market": "1X2",
"market_prob": 0.4051,
"model_prob": 0.465,
"pick_type": "winner",
"probabilities": {
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},
"reason": "",
"selection": "away",
"selection_name": "MSV Duisburg"
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 2.35
}
],
"risk_color": "#f44336",
"risk_key": "high_risk",
"stacked_market": null,
"value_bet": {
"best_odds": 2.35,
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
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"is_value": true,
"label": "Away",
"market_fair_odds": 2.47,
"market_odds": 2.35,
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"overround": 5.0,
"prob_edge": 4.0,
"value_pct": 9.3,
"value_rating": "small_value"
}
},
"betting_markets": {
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"away_played": 4,
"away_score_rate": 75.1,
"home_clean_sheet": 2,
"home_failed_to_score": 2,
"home_played": 4,
"home_score_rate": 59.7,
"no_prob": 53.5,
"pick": "No",
"pick_prob": 53.5,
"source": "xG_dc",
"strong_pick": true,
"yes_prob": 46.5
},
"correct_score": {
"away_expected": 1.39,
"home_expected": 0.91,
"scores": [
{
"away": 1,
"home": 0,
"label": "0-1",
"prob": 13.9
},
{
"away": 1,
"home": 1,
"label": "1-1",
"prob": 12.7
},
{
"away": 0,
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{
"away": 2,
"home": 0,
"label": "0-2",
"prob": 9.7
},
{
"away": 0,
"home": 1,
"label": "1-0",
"prob": 9.1
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Fortuna D\u00fcsseldorf or Draw",
"prob": 53.5
},
{
"key": "12",
"label": "Fortuna D\u00fcsseldorf or MSV Duisburg",
"prob": 69.3
},
{
"key": "X2",
"label": "Draw or MSV Duisburg",
"prob": 77.0
}
],
"pick_key": "X2",
"pick_label": "Draw or MSV Duisburg",
"pick_prob": 77.0
},
"match_winner": {
"away_pct": 46.4,
"draw_pct": 30.6,
"home_pct": 22.9,
"lean_key": "away",
"lean_label": "MSV Duisburg"
},
"over_under": {
"api_hint": null,
"avg_total": 2.3,
"away_avg_scored": 3.0,
"confidence": "medium",
"home_avg_scored": 0.5,
"over_prob": 40.4,
"pick": "Under 2.5",
"pick_prob": 59.6,
"source": "xG_dc",
"strong_pick": true,
"total_expected": 2.3,
"under_prob": 59.6
},
"prob_source": "poisson",
"value_bet_enhanced": {
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"edge": 11.7,
"implied_prob": 27.4,
"is_value": true,
"label": "Draw",
"market": "Draw",
"model_prob": 30.6,
"odds": 3.65
}
},
"closing_line_bundle": {
"away_team": "MSV Duisburg",
"closing_1x2_probs_pct": {
"away": 40.51,
"draw": 26.08,
"home": 33.4
},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE5",
"closing_fetched_at": "2026-09-12 11:57:17",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-09-12 11:33:39",
"has_data": true,
"home_team": "Fortuna D\u00fcsseldorf",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
"model_vs_closing": [
{
"closing_implied_pct": 33.4,
"gap_pp": -10.48,
"kind": "1x2_h",
"model_pct": 22.93
},
{
"closing_implied_pct": 26.08,
"gap_pp": 4.49,
"kind": "1x2_d",
"model_pct": 30.57
},
{
"closing_implied_pct": 40.51,
"gap_pp": 5.99,
"kind": "1x2_a",
"model_pct": 46.5
},
{
"closing_implied_pct": 53.26,
"gap_pp": -12.86,
"kind": "ou_o",
"model_pct": 40.4
},
{
"closing_implied_pct": 46.74,
"gap_pp": 12.86,
"kind": "ou_u",
"model_pct": 59.6
}
],
"movement": [
{
"closing": 2.85,
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"implied_closing_pct": 33.4,
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"kind": "1x2_h"
},
{
"closing": 3.65,
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{
"closing": 2.35,
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},
{
"closing": 1.79,
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"kind": "ou_o"
},
{
"closing": 2.04,
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"implied_early_pct": 46.74,
"kind": "ou_u"
}
],
"movement_negligible": true,
"same_bookmaker": true,
"top_value_gap": {
"gap_pp": 12.9,
"kind": "ou_u"
}
},
"correct_score_insight": {
"best_value": {
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"best_odds": 9.5,
"edge": 3.4,
"ev": 32.4,
"label": "0-1",
"probability": 13.9
},
"lean_card": {
"diff_pp": 3.4,
"ev": 0.3205,
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"label": "0-1",
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"market_prob": 0.1053,
"market_prob_pct": 10.5,
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"model_prob_pct": 13.9,
"n_bookmakers": 8,
"status_key": "positive_edge"
},
"most_likely": {
"label": "0-1",
"prob": 13.9
},
"top5": [
{
"label": "0-1",
"prob": 13.9
},
{
"label": "1-1",
"prob": 12.7
},
{
"label": "0-0",
"prob": 10.0
},
{
"label": "0-2",
"prob": 9.7
},
{
"label": "1-0",
"prob": 9.1
}
]
},
"home_xg": 0.91,
"homepage_pick": null,
"market_cards": [
{
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"available": true,
"consensus_odds": 2.165,
"edge": 0.0325,
"edge_pp": 3.3,
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"mode": "market_first_btts",
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"n_bookmakers": 7,
"no": {
"alpha": 0.2914,
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"edge": 0.0325,
"ev": -0.0129,
"implied_prob": 0.4234,
"model_prob": 0.535,
"p_final": 0.4559
},
"p_final": 0.4559,
"prediction_confidence": "low",
"raw_edge_pp": 11.2,
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"value_side": "no",
"yes": {
"alpha": 0.3206,
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}
},
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"ev_no": 0.2305,
"ev_no_display": {
"capped": false,
"raw_pct": 23.1,
"text": "+23.1%"
},
"ev_yes": -0.2467,
"ev_yes_display": {
"capped": false,
"raw_pct": -24.7,
"text": "-24.7%"
},
"featured": true,
"id": "btts",
"max_ev": 0.2305,
"n_bookmakers": 7,
"no_prob": 53.5,
"sort_key": 10357.45,
"tier": "best",
"value_side": "no",
"yes_prob": 46.5
},
{
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2954,
"available": true,
"consensus_odds": 2.0,
"edge": 0.0386,
"edge_pp": 3.9,
"market_prob": 0.4652,
"mode": "market_first_ou",
"model_prob": 0.596,
"n_bookmakers": 8,
"over": {
"alpha": 0.325,
"best_odd": 1.74,
"edge": -0.0425,
"ev": -0.1435,
"implied_prob": 0.5348,
"model_prob": 0.404,
"p_final": 0.4923
},
"p_final": 0.5039,
"prediction_confidence": "low",
"raw_edge_pp": 13.1,
"raw_signal_ev": 0.192,
"risk_adj_ev": 0.0077,
"under": {
"alpha": 0.2954,
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"edge": 0.0386,
"ev": 0.0077,
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},
"value_side": "under"
},
"ev_available": true,
"ev_over": -0.2566,
"ev_over_display": {
"capped": false,
"raw_pct": -25.7,
"text": "-25.7%"
},
"ev_under": 0.2158,
"ev_under_display": {
"capped": false,
"raw_pct": 21.6,
"text": "+21.6%"
},
"featured": false,
"id": "ou_2_5",
"max_ev": 0.2158,
"n_bookmakers": 8,
"over_prob": 40.4,
"sort_key": 10194.22,
"tier": "best",
"under_prob": 59.6,
"value_side": "under"
},
{
"authority_action": "lean",
"authority_note": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"consensus_odds": 2.35,
"decision": "small_edge",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": 0.0097,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": 1.0,
"text": "+1.0%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.4051,
"is_extreme_disagreement": false,
"max_ev": 0.0097,
"max_ev_display": {
"capped": false,
"raw_pct": 1.0,
"text": "+1.0%"
},
"model_prob": 0.465,
"raw_edge_display": "+6.0 percentage points",
"raw_edge_pp": 6.0,
"raw_signal_ev": 0.0928,
"raw_signal_ev_display": "+9.3%",
"show_primary_label": false,
"side_label": "MSV Duisburg",
"sort_key": 5207.76,
"tier": "lean"
},
{
"featured": false,
"id": "correct_score",
"sort_key": 821.7,
"tier": "risk",
"top_label": "0-1",
"top_prob": 13.9
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "6/9",
"alert_breadth_note": "6/9 sportsbooks confirmed",
"alert_move": "\u2193 -3.4%",
"alert_team": "MSV Duisburg",
"alert_title": "Sharp Money Alert",
"divergence_pp": 10.4,
"has_alert": true,
"hero_edge_pp": -10.45,
"hero_label": "Fortuna D\u00fcsseldorf",
"market_prob_pct": 40.5,
"market_team": "MSV Duisburg",
"model_prob_pct": 46.4,
"model_team": "MSV Duisburg",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 40,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"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": 10.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.4,
"summary": "Model and market currently agree on the stronger side (MSV Duisburg)."
},
"authority": {
"action": "lean",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 10.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.4,
"summary": "Model and market currently agree on the stronger side (MSV Duisburg)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.2305,
"best_outlier_ev": 0.2305,
"confidence_band": "High",
"decision_strength": 7.1,
"decision_strength_v1": 6.0,
"decision_strength_v2": 6.6,
"decision_type": "VALUE_ALERT",
"execution_confidence": 53,
"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 MSV Duisburg at 46.5%, compared with a no-vig market probability of 40.5%.",
"why": [
{
"text": "Decision Model identifies MSV Duisburg as the value side (46.5%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 6.0,
"gates_failed": [
"Execution confidence 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": "MSV Duisburg",
"no_primary_reasons": {
"all_triggered": [
"edge_low"
],
"calibration_mode": null,
"codes": [
"edge_low"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +23.1% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Execution confidence 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 +23.1% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 7.1/10 (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 +23.1% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 7.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "67 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "53 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+23.1% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (MSV Duisburg).",
"Decision strength: 7.1/10",
"Execution confidence below 65"
],
"reliability_score": 67,
"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)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"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": 0.0097,
"consensus_ev_display": "+1.0%",
"consensus_odds": 2.35,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4051,
"is_extreme_disagreement": false,
"model_prob": 0.465,
"raw_edge_display": "+6.0 percentage points",
"raw_edge_pp": 6.0,
"raw_implied_prob": 0.425531914893617,
"raw_signal_ev": 0.0928,
"raw_signal_ev_display": "+9.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "ok",
"deviation_pct": 3.0,
"reasons": [
"Clear xG separation gap=0.48"
],
"recommended_action": "ok",
"strength_delta": 0.5,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "clear",
"block_value_alert": false,
"separation_score": 5,
"strength_delta": 0.5,
"xg_gap": 0.48
}
}
},
"bet_status": "lean",
"books_breadth_display": "6/9",
"breadth_ratio": 0.6666666666666666,
"evidence": {
"score": 68,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Direction agrees; pricing still diverges",
"status": "caution"
},
{
"icon": "\u2713",
"key": "steam",
"label": "Sharp steam supports model side (direction only \u2014 not pricing convergence)",
"status": "pass"
},
{
"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 (10 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Steam aligns with model",
"tone": "ok"
}
],
"parts": {
"alignment": 19.8,
"data_quality": 12.0,
"market_coverage": 6.7,
"steam_coherence": 10.0,
"validation": 14.0
},
"score": 67,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 10.45,
"market_agreement": "weak",
"max_gap_pp": 10.45,
"model_calibration": {
"away_xg": 1.39,
"calibration_status": "ok",
"deviation_pct": 3.0,
"elevated": false,
"home_xg": 0.91,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.39,
"status_label": "Within typical league range",
"summary": "Home xG 0.91 \u00b7 Away xG 1.39 \u00b7 League avg 1.35 \u00b7 Peak deviation +3%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": -3.4,
"steam_conflicts": false,
"steam_move_display": "\u2193 -3.4%",
"steam_team": "MSV Duisburg",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 53,
"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": 70,
"tier": "high",
"tier_label": "High"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 46,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 70,
"tier": "high",
"tier_label": "High"
},
"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": 10.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.4,
"summary": "Model and market currently agree on the stronger side (MSV Duisburg)."
},
"authority": {
"action": "lean",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 10.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.4,
"summary": "Model and market currently agree on the stronger side (MSV Duisburg)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.2305,
"best_outlier_ev": 0.2305,
"confidence_band": "High",
"decision_strength": 7.1,
"decision_strength_v1": 6.0,
"decision_strength_v2": 6.6,
"decision_type": "VALUE_ALERT",
"execution_confidence": 53,
"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 MSV Duisburg at 46.5%, compared with a no-vig market probability of 40.5%.",
"why": [
{
"text": "Decision Model identifies MSV Duisburg as the value side (46.5%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 6.0,
"gates_failed": [
"Execution confidence 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": "MSV Duisburg",
"no_primary_reasons": {
"all_triggered": [
"edge_low"
],
"calibration_mode": null,
"codes": [
"edge_low"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +23.1% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Execution confidence 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 +23.1% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 7.1/10 (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 +23.1% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 7.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "67 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "53 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+23.1% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (MSV Duisburg).",
"Decision strength: 7.1/10",
"Execution confidence below 65"
],
"reliability_score": 67,
"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)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"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": 0.0097,
"consensus_ev_display": "+1.0%",
"consensus_odds": 2.35,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4051,
"is_extreme_disagreement": false,
"model_prob": 0.465,
"raw_edge_display": "+6.0 percentage points",
"raw_edge_pp": 6.0,
"raw_implied_prob": 0.425531914893617,
"raw_signal_ev": 0.0928,
"raw_signal_ev_display": "+9.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "ok",
"deviation_pct": 3.0,
"reasons": [
"Clear xG separation gap=0.48"
],
"recommended_action": "ok",
"strength_delta": 0.5,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "clear",
"block_value_alert": false,
"separation_score": 5,
"strength_delta": 0.5,
"xg_gap": 0.48
}
}
},
"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: Fortuna D\u00fcsseldorf 0.91 xG vs MSV Duisburg 1.39 \u2192 MSV Duisburg 46.4%",
"Market: MSV Duisburg ~40.5% implied",
"Market Steam: MSV Duisburg \u2193 -3.4%"
],
"one_liner": "MSV Duisburg projects stronger on expected goals (+0.48 xG edge).",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -10.45,
"fair_prob": 22.95,
"label": "Fortuna D\u00fcsseldorf",
"market_prob": 33.4,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 4.55,
"fair_prob": 30.63,
"label": "Draw",
"market_prob": 26.08,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 5.91,
"fair_prob": 46.42,
"label": "MSV Duisburg",
"market_prob": 40.51,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -12.57,
"fair_prob": 40.4,
"label": "Over 2.5",
"market_prob": 52.97,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 12.57,
"fair_prob": 59.6,
"label": "Under 2.5",
"market_prob": 47.03,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -11.22,
"fair_prob": 46.5,
"label": "BTTS Yes",
"market_prob": 57.72,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 11.22,
"fair_prob": 53.5,
"label": "BTTS No",
"market_prob": 42.28,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": -10.45,
"fair_prob_pct": 22.95,
"hero_side": "home",
"hero_team_name": "Fortuna D\u00fcsseldorf",
"market_prob_pct": 33.4,
"status": "strong_market_ahead",
"steam_team_name": "MSV Duisburg"
},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "PRE5",
"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: PRE5.",
"comparison_available": true,
"comparison_disabled": false,
"comparison_summary": "The closing market estimates Fortuna D\u00fcsseldorf\u0027s win probability at 33.4%, compared with the model\u0027s estimate of 22.9%, a difference of 10.4 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "strong",
"edge_status": "strong_market_ahead",
"max_gap_pp": 10.45,
"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: PRE5.",
"forecast_assessment": {
"favourite_class": "Slight favourite",
"favourite_label": "MSV Duisburg",
"forecast_certainty_tier": "medium",
"headline": "Slight edge match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 40.5,
"model_prob_gap_display": "+5.9 percentage points",
"model_prob_gap_pp": 5.9,
"model_prob_pct": 46.4,
"outcome_separation_tier": "medium",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+5.9 percentage points",
"gap_pp": 5.9,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Moderate reliability",
"reliability_icon": "\u2713",
"reliability_score": 67,
"reliability_tier": "moderate",
"summary": "MSV Duisburg \u2014 market direction supports the model lean.",
"tier": "slight_edge",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 53,
"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": 70,
"tier": "high",
"tier_label": "High"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 46,
"tier": "moderate",
"tier_label": "Moderate"
},
"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": 70,
"tier": "high",
"tier_label": "High"
},
"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: Fortuna D\u00fcsseldorf 0.91 xG vs MSV Duisburg 1.39 \u2192 MSV Duisburg 46.4%",
"Market: MSV Duisburg ~40.5% implied",
"Market Steam: MSV Duisburg \u2193 -3.4%"
],
"one_liner": "MSV Duisburg projects stronger on expected goals (+0.48 xG edge).",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "A lead outcome exists, but the match is not one-sided in the model.",
"tier": "medium",
"tier_label": "Medium"
},
"forecast_certainty_label": "Medium",
"has_market_probs": true,
"hero_edge_pp": -10.45,
"hero_label": "Fortuna D\u00fcsseldorf",
"hero_side": "home",
"market_activity": "MSV Duisburg odds shortened \u2193 -3.4%.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {
"bullets": [
"Investors may be incorporating information not fully reflected in the baseline model.",
"Tournament-specific context can shift market pricing."
],
"follow_up": "However, recent buying interest has been on MSV Duisburg, with odds shortening by 3.4%.",
"gap_tier": "strong",
"lead": "The market is materially more optimistic about Fortuna D\u00fcsseldorf than the current fair estimate.",
"note": "Buying interest on MSV Duisburg \u2014 odds shortened by 3.4%.",
"paragraphs": [
"The market is materially more optimistic about Fortuna D\u00fcsseldorf than the current fair estimate.",
"However, recent buying interest has been on MSV Duisburg, with odds shortening by 3.4%.",
"Buying interest on MSV Duisburg \u2014 odds shortened by 3.4%."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market favors Fortuna D\u00fcsseldorf more strongly than the current fair estimate.",
"At the same time, MSV Duisburg has attracted buying interest, with odds shortening by 3.4%."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 10.45,
"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 15.8 pp (at 46.4%)."
],
"lead_gap_pp": 15.8,
"max_prob_pct": 46.4,
"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": "Fortuna D\u00fcsseldorf",
"largest_gap_pp": -10.4,
"lead": "The closing market prices Fortuna D\u00fcsseldorf higher than the statistical model.",
"level": "strong",
"max_gap_pp": 10.4,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -10.45,
"edge_pp": -10.45,
"fair_prob_pct": 22.95,
"is_hero": true,
"label": "Fortuna D\u00fcsseldorf",
"market_prob_pct": 33.4,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": 4.55,
"edge_pp": 4.55,
"fair_prob_pct": 30.63,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 26.08,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 5.91,
"edge_pp": 5.91,
"fair_prob_pct": 46.42,
"is_hero": false,
"label": "MSV Duisburg",
"market_prob_pct": 40.51,
"side": "away",
"signal_key": "model_higher",
"signal_label": "Model Higher"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "Buying interest on MSV Duisburg \u2014 odds shortened by 3.4%.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": false,
"paragraphs": [
"The betting market strongly prefers MSV Duisburg (40.5%).",
"MSV Duisburg has attracted notable multi-book line movement (\u2193 -3.4%, 6/9).",
"MSV Duisburg \u2014 market direction supports the model lean."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 35.09,
"closing_odds": 2.85,
"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": 35.09,
"entry_odds": 2.85,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"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": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE5",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 6,
"books_reacting_detail": [
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2193 -6.2%",
"odds_delta_pct": -6.2
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2193 -6.2%",
"odds_delta_pct": -6.2
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2193 -5.4%",
"odds_delta_pct": -5.4
},
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2193 -4.9%",
"odds_delta_pct": -4.9
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2193 -4.5%",
"odds_delta_pct": -4.5
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2193 -3.4%",
"odds_delta_pct": -3.4
}
],
"books_total": 9,
"breadth_display": "6/9",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 2.3,
"is_drift": false,
"move_context": "Highest consensus move",
"move_display": "\u2193 -3.4%",
"move_pct_abs": 3.4,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 42h 27m",
"narrative_paragraphs": [
"Pinnacle led repricing on MSV Duisburg (3.4%) \u2014 sharp book moved before wider follow-through.",
"A meaningful move led by sharper sportsbooks, with moderate market confirmation."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": -3.4,
"odds_path": {
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"2.38",
"2.34",
"2.30"
],
"display": "2.47 \u2192 2.10 \u2192 2.30",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 42h 27m",
"pick_team": "MSV Duisburg",
"points": [
{
"label_key": "open",
"value": "2.47"
},
{
"label_key": "extreme",
"value": "2.10"
},
{
"label_key": "current",
"value": "2.30"
}
],
"sparkline_points": [
2.38,
2.35,
2.3
],
"sparkline_polyline": "0.0,0.0 28.0,6.7 56.0,18.0",
"sparkline_trend": "down",
"sparkline_trend_label": "One-way drop",
"summary_boxes": [
{
"label_key": "open",
"value": "2.38"
},
{
"label_key": "low",
"value": "2.30"
},
{
"label_key": "high",
"value": "2.38"
},
{
"label_key": "current",
"value": "2.30"
}
]
},
"open_odds": 2.38,
"page_alert_line": "Strong steam move across 6/9 sportsbooks on MSV Duisburg",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "MSV Duisburg",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Pinnacle",
"show": true,
"signal_badge_class": "confirm",
"signal_icon": "\u26a1",
"signal_impact": {
"current_odds": 2.3,
"is_drift": false,
"label": "Sharp signal",
"move_display": "\u2193 -3.4%",
"open_odds": 2.38,
"summary": "Sharp money supports the same direction as the model lean.",
"team": "MSV Duisburg",
"tone": "with"
},
"signal_key": "sharp_led",
"signal_label": "Sharp-led move",
"steam_score": 40,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "6/9",
"current_odds": 2.3,
"move_display": "\u2193 -3.4%",
"open_odds": 2.38,
"pick_team": "MSV Duisburg",
"steam_score": 40,
"steam_team_name": "MSV Duisburg",
"steam_tier": "B"
},
"premium_teaser": {
"current_divergence_pp": 10.4,
"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": "msv-duisburg",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "MSV Duisburg",
"away_team_id": 187,
"away_team_logo": "/static/teams/187.webp",
"away_team_name": "MSV Duisburg",
"away_team_public_id": "0M1CHy7a0StwLq",
"away_team_slug": "msv-duisburg",
"country_code": "DE",
"country_display_name": "Germany",
"country_flag": "/static/images/country/de.svg",
"country_id": 60,
"country_name": "Germany",
"fixture_id": 1583985,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Germany",
"home_team_display_name": "Fortuna D\u00fcsseldorf",
"home_team_id": 158,
"home_team_logo": "/static/teams/158.webp",
"home_team_name": "Fortuna D\u00fcsseldorf",
"home_team_public_id": "2urBe8OsvYybJX",
"home_team_slug": "fortuna-dusseldorf",
"ht.home_team_slug": "fortuna-dusseldorf",
"league_country": "Germany",
"league_country_display": "Germany",
"league_display_name": "3. Liga",
"league_id": 80,
"league_logo": "/static/leagues/80.webp",
"league_name": "3. Liga",
"league_public_id": "0akjle0QoiBkC3",
"league_season": 2026,
"match_date": "2026-09-12 12:00:00",
"public_id": "48knglHlZUUgDy",
"score_fulltime_away": null,
"score_fulltime_home": null,
"score_penalty_away": null,
"score_penalty_home": null,
"status_long": "Not Started",
"status_short": "NS",
"venue_city": null,
"venue_name": "Merkur Spiel-Arena"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_line_above_ev",
"pred_conf_md_draw_above_30"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"At least one tracked line above +EV threshold (+0.5)",
"Draw probability above 30% (\u22120.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.4096,
"best_odd": 2.35,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0245,
"ev": 0.0097,
"implied_prob": 0.4051,
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"draw": 0.2608,
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},
"model_prob": 0.465,
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},
"draw": {
"alpha": 0.2798,
"best_odd": 3.65,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0126,
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},
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},
"ev_available": true,
"home": {
"alpha": 0.3793,
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"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0397,
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},
"model_prob": 0.2293,
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},
"1x2_outlier": {
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"away": {
"best_odd": 2.35,
"edge": 0.0395,
"ev": 0.0927,
"implied_prob": 0.4255,
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},
"draw": {
"best_odd": 3.65,
"edge": 0.0318,
"ev": 0.1159,
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},
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"best_odd": 2.85,
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"ev": -0.3465,
"implied_prob": 0.3509,
"model_prob": 0.2293
}
},
"btts": {
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"best_yes_odd": 1.62,
"btts_ev_mode": "market_first_available",
"edge_no": 0.1122,
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"ev_available": true,
"ev_no": 0.2305,
"ev_no_risk_adj": -0.0129,
"ev_yes": -0.2467,
"ev_yes_risk_adj": -0.1401,
"implied_no": 0.4228,
"implied_yes": 0.5772,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 7,
"no": {
"alpha": 0.2914,
"best_odd": 2.165,
"edge": 0.0325,
"ev": -0.0129,
"implied_prob": 0.4234,
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},
"prediction_confidence": "low",
"yes": {
"alpha": 0.3206,
"best_odd": 1.59,
"edge": -0.0358,
"ev": -0.1401,
"implied_prob": 0.5766,
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"p_final": 0.5408
}
},
"n_bookmakers": 7,
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"prediction_confidence": "low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.325,
"alpha_under": 0.2954,
"best_over_odd": 1.84,
"best_under_odd": 2.04,
"consensus_over_odd": 1.74,
"consensus_under_odd": 2.0,
"edge_over": -0.1257,
"edge_under": 0.1257,
"ev_available": true,
"ev_over": -0.2566,
"ev_over_risk_adj": -0.1435,
"ev_under": 0.2158,
"ev_under_risk_adj": 0.0077,
"implied_over": 0.5297,
"implied_over_mf": 0.5348,
"implied_under": 0.4703,
"implied_under_mf": 0.4652,
"market_first": {
"available": true,
"mode": "market_first_ou",
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"over": {
"alpha": 0.325,
"best_odd": 1.74,
"edge": -0.0425,
"ev": -0.1435,
"implied_prob": 0.5348,
"model_prob": 0.404,
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},
"prediction_confidence": "low",
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"alpha": 0.2954,
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"edge": 0.0386,
"ev": 0.0077,
"implied_prob": 0.4652,
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},
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"p_final_under": 0.5039,
"prediction_confidence": "low",
"reliability": "medium"
}
},
"match_tier": "value_game",
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"total_xg": 2.3,
"variance_flag": false
},
"unified_decision": {
"actionable_ev_threshold": 0.02,
"algorithm": {
"enabled_since": "2026-05-26",
"game_typing_module": true,
"version": "2.5.0"
},
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"confidence": 6.0,
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"breakdown": [
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"pred_conf_v1_primary_ev_above_10",
"pred_conf_v1_max_1x2_under_50",
"pred_conf_v1_draw_above_30",
"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)",
"Draw probability above 30% (\u22120.5)",
"Two or more valid +EV lines at threshold (+0.5)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"score": 7.1,
"score_v1_legacy": 6.0,
"score_v2_pre_penalty": 6.6,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"score": 7.1,
"score_pre_penalty": 6.6
},
"decision_type": "VALUE_ALERT",
"execution": {
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"1x2_open_contest": true,
"grade": "A",
"stake_factor": 1.0
},
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"active": false,
"gap": null,
"side": null
},
"final_action": "lean",
"final_decision": {
"action": "lean",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 10.4,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 10.4,
"summary": "Model and market currently agree on the stronger side (MSV Duisburg)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.2305,
"best_outlier_ev": 0.2305,
"confidence_band": "High",
"decision_strength": 7.1,
"decision_strength_v1": 6.0,
"decision_strength_v2": 6.6,
"decision_type": "VALUE_ALERT",
"execution_confidence": 53,
"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 MSV Duisburg at 46.5%, compared with a no-vig market probability of 40.5%.",
"why": [
{
"text": "Decision Model identifies MSV Duisburg as the value side (46.5%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 6.0,
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"Execution confidence 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",
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"model_lean": "MSV Duisburg",
"no_primary_reasons": {
"all_triggered": [
"edge_low"
],
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"codes": [
"edge_low"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +23.1% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Execution confidence 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 +23.1% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 7.1/10 (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 +23.1% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 7.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "67 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "53 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+23.1% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 7,
"total": 8
},
"primary_type": null,
"reasons": [
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"Decision strength: 7.1/10",
"Execution confidence below 65"
],
"reliability_score": 67,
"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": [
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"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"subline": "Selective consensus value may exist \u2014 below default Primary sizing bar.",
"thresholds": {
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"lean_min_consensus_ev": 0.02,
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"min_consensus_ev": 0.05,
"min_execution": 65,
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"min_strength": 7.0,
"source": "db",
"user_id": 2
},
"thresholds_source": "db",
"thresholds_user_id": 2,
"tier": "lean",
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"value_context": {
"consensus_ev": 0.0097,
"consensus_ev_display": "+1.0%",
"consensus_odds": 2.35,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4051,
"is_extreme_disagreement": false,
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"raw_edge_display": "+6.0 percentage points",
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"raw_implied_prob": 0.425531914893617,
"raw_signal_ev": 0.0928,
"raw_signal_ev_display": "+9.3%"
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"version": "v2.5",
"xg_calibration": {
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"calibration_status": "ok",
"deviation_pct": 3.0,
"reasons": [
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],
"recommended_action": "ok",
"strength_delta": 0.5,
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"xg_separation": {
"band": "clear",
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"separation_score": 5,
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}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
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"max_1x2_prob": 0.465,
"over_prob": 0.404,
"total_xg": 2.3,
"under_prob": 0.596,
"xg_diff": 0.48
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"type": "balanced",
"typing_weights_enabled": true
},
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"hero_mode": "default",
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"markets": {
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"consensus_odds": 2.35,
"decision": "small_edge",
"edge": 0.0245,
"ev": 0.0097,
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"side": "away",
"side_label": "MSV Duisburg"
},
"btts": {
"decision": "value_bet",
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"available": true,
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"edge": 0.0325,
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"prediction_confidence": "low",
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"ev": -0.1401,
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},
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"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
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"available": true,
"consensus_odds": 2.0,
"edge": 0.0386,
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"mode": "market_first_ou",
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"n_bookmakers": 8,
"over": {
"alpha": 0.325,
"best_odd": 1.74,
"edge": -0.0425,
"ev": -0.1435,
"implied_prob": 0.5348,
"model_prob": 0.404,
"p_final": 0.4923
},
"p_final": 0.5039,
"prediction_confidence": "low",
"risk_adj_ev": 0.0077,
"under": {
"alpha": 0.2954,
"best_odd": 2.0,
"edge": 0.0386,
"ev": 0.0077,
"implied_prob": 0.4652,
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"p_final": 0.5039
},
"value_side": "under"
},
"edge": 0.1257,
"ev": 0.2158,
"implied_prob": 0.4703,
"model_prob": 0.596,
"side": "under",
"value_side": "under"
}
},
"match_id": 1583985,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.2305,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.465,
"draw": 0.3057,
"home": 0.2293
},
"reason_codes": [
"model_summary"
],
"secondary_pick": {
"decision": "value_bet",
"ev": 0.2158,
"implied_prob": 0.4703,
"market": "ou_2_5",
"model_prob": 0.596,
"not_dominant": false,
"risk_band": "strong",
"risk_tier": "secondary",
"side": "under",
"slot": "secondary"
},
"secondary_picks": [
{
"decision": "value_bet",
"ev": 0.2158,
"implied_prob": 0.4703,
"market": "ou_2_5",
"model_prob": 0.596,
"not_dominant": false,
"risk_band": "strong",
"risk_tier": "secondary",
"side": "under",
"slot": "secondary"
}
],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "MSV Duisburg",
"home": "Fortuna D\u00fcsseldorf"
},
"top_pick": {
"composite_score": 0.123318,
"decision": "value_bet",
"ev": 0.2305,
"implied_prob": 0.4228,
"market": "btts",
"model_prob": 0.535,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "no",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 2,
"value_context_1x2": {
"consensus_ev": 0.0097,
"consensus_ev_display": "+1.0%",
"consensus_odds": 2.35,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4051,
"is_extreme_disagreement": false,
"model_prob": 0.465,
"raw_edge_display": "+6.0 percentage points",
"raw_edge_pp": 6.0,
"raw_implied_prob": 0.425531914893617,
"raw_signal_ev": 0.0928,
"raw_signal_ev_display": "+9.3%"
}
}
},
"fixture_id": 1583985,
"generated_at_utc": "2026-09-12T11:57:18.696661+00:00",
"lang_id": "en"
}
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Langgan Sekarang
3. Liga — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | MSV Duisburg | 7 | 6 | 0 | 1 | 18 |
| 2 | FC Viktoria Köln | 7 | 5 | 0 | 2 | 15 |
| 3 | Rot-Weiß Essen | 7 | 4 | 2 | 1 | 14 |
| 4 | FC Saarbrücken | 7 | 4 | 1 | 2 | 13 |
| 5 | Hoffenheim II | 7 | 4 | 1 | 2 | 13 |
| 6 | Hansa Rostock | 7 | 3 | 3 | 1 | 12 |
| 7 | Alemannia Aachen | 7 | 3 | 2 | 2 | 11 |
| 8 | Preußen Münster | 7 | 3 | 2 | 2 | 11 |
| 9 | Waldhof Mannheim | 7 | 3 | 1 | 3 | 10 |
| 10 | Fortuna Düsseldorf | 7 | 3 | 1 | 3 | 10 |
| 11 | Verl | 7 | 3 | 1 | 3 | 10 |
| 12 | Fortuna Köln | 7 | 2 | 3 | 2 | 9 |
| 13 | SG Sonnenhof Großaspach | 7 | 2 | 2 | 3 | 8 |
| 14 | FC Ingolstadt 04 | 7 | 2 | 2 | 3 | 8 |
| 15 | Stuttgart II | 7 | 2 | 1 | 4 | 7 |
| 16 | Würzburger Kickers | 7 | 2 | 1 | 4 | 7 |
| 17 | SV Meppen | 7 | 2 | 0 | 5 | 6 |
| 18 | SSV Jahn Regensburg | 7 | 1 | 2 | 4 | 5 |
| 19 | SV Wehen | 7 | 1 | 2 | 4 | 5 |
| 20 | Havelse | 7 | 1 | 1 | 5 | 4 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | MSV Duisburg | 7 | 19 | 7 | +12 | 18 |
| 2 | FC Viktoria Köln | 7 | 19 | 9 | +10 | 15 |
| 3 | FC Saarbrücken | 7 | 19 | 12 | +7 | 13 |
| 4 | Hansa Rostock | 7 | 15 | 15 | 0 | 12 |
| 5 | Hoffenheim II | 7 | 14 | 8 | +6 | 13 |
| 6 | Rot-Weiß Essen | 7 | 13 | 9 | +4 | 14 |
| 7 | SSV Jahn Regensburg | 7 | 13 | 17 | -4 | 5 |
| 8 | Preußen Münster | 7 | 12 | 13 | -1 | 11 |
| 9 | Stuttgart II | 7 | 12 | 15 | -3 | 7 |
| 10 | Alemannia Aachen | 7 | 11 | 8 | +3 | 11 |
| 11 | Waldhof Mannheim | 7 | 11 | 10 | +1 | 10 |
| 12 | Würzburger Kickers | 7 | 11 | 15 | -4 | 7 |
| 13 | Verl | 7 | 10 | 13 | -3 | 10 |
| 14 | Havelse | 7 | 10 | 15 | -5 | 4 |
| 15 | Fortuna Köln | 7 | 8 | 8 | 0 | 9 |
| 16 | SV Meppen | 7 | 8 | 15 | -7 | 6 |
| 17 | FC Ingolstadt 04 | 7 | 7 | 11 | -4 | 8 |
| 18 | Fortuna Düsseldorf | 7 | 6 | 7 | -1 | 10 |
| 19 | SG Sonnenhof Großaspach | 7 | 6 | 9 | -3 | 8 |
| 20 | SV Wehen | 7 | 5 | 13 | -8 | 5 |