The model missed the final outcome (Khroub win 1–0).
The model had projected USM Annaba at 37.5%, but the full-time result went the other way.
Pasaran yang dijejaki vs hasil sepenuh masa
Gred ramalan
F
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 USM Annaba Khroub ✖ tak betul
- Cerapan skor tepat 1-1, 0-1, 1-0, 1-2, 2-1 1-0 ✔ Betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Khroub | 32.9% | 36.1% | -3.3 pp | Aligned |
| Draw | 29.6% | 32.8% | -3.2 pp | Aligned |
| USM Annaba | 37.5% | 31.1% | +6.5 pp | Model Higher |
The statistical model estimates USM Annaba's win probability at 37.5%, compared with the closing market's implied probability of 31.1%, a difference of 6.5 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than indicating which view is ultimately correct.
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.
Selepas sepenuh masa, hasilnya ialah Khroub win 1–0.
Market Assessment
The fair estimate shows a modest edge over current market pricing on USM Annaba.
- Monitor line movement before kickoff — not a betting recommendation.
Post Match Insights
What worked
- Exact score 1–0 fell within the model's highlighted bins
What failed
- Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
- Over / Under 2.5: model leaned Over 2.5; match finished Under 2.5 (1 goals)
Market lesson
The closing market differed from the model on USM Annaba by 6.5 percentage points (31.0% vs model 37.5%) — in this case the market view proved closer.
Laman pertaruhan premium stake: pengguna baharu boleh guna kod promo FHn2uDc1. Daftar sekarang
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Sep 26, 2026 · 15:02 UTC Forecast generated
- Model 1X2 · Khroub 32.9% · Draw 29.6% · USM Annaba 37.6%
- xG · Khroub 1.25 — USM Annaba 1.35
-
Sep 26, 2026 · 14:33 UTC Opening odds snapshot PRE30
- 1X2 odds · Khroub 2.46 · Draw 2.71 · USM Annaba 2.86
- Implied 1X2 · Khroub 36.1% · Draw 32.8% · USM Annaba 31.1%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 15:02 UTC Closing snapshot recorded PRE1
- 1X2 odds · Khroub 2.46 · Draw 2.71 · USM Annaba 2.86
- Implied 1X2 · Khroub 36.1% · Draw 32.8% · USM Annaba 31.1%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 15:00 UTC Kickoff
-
FT Full-time result Khroub win · 1–0
-
FT Prediction missed 1X2 lean did not match full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Keputusan sejarah:
Monitor
Keputusan Sejarah
Monitor
Hasil
Missed
Metrik pra-padanan (konteks sejarah)
Kebolehpercayaan Ramalan
76/100
· High
- Validation: Pass
Bukti
★★★★★
- No strong statistical edge
- Direction agrees with model lean
- Validation passed
Pricing proximity (inverse gap)
23/100
Monitoring Confidence
34/100
Validation Report
Immutable Snapshot
Closing Odds
2.86
AI Fair Odds
—
CLV
Pending
Final Result
Khroub win · Khroub 1–0 USM Annaba
Prediction
✖ Missed
Decision Grade
F
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Semakan Soalan Lazim
- Sejauh manakah ramalan itu tepat?
- Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
- Apakah ukuran Ketepatan xG?
- Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
- Mengapakah skor tepat tidak diramalkan?
- Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
- Adakah ini meningkatkan rekod AI?
- Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.
Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.
Taklimat AI untuk perlawanan ini belum tersedia. Selepas naik taraf pelayan, jalankan semula “Batch generate odds” untuk menjana ringkasan.
View technical JSON
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{
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{
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{
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{
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},
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},
"ev_yes": 0.2263,
"ev_yes_display": {
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},
"featured": false,
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"tier": "best",
"value_side": "yes",
"yes_prob": 54.5
},
{
"authority_action": "no_bet",
"authority_note": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"consensus_odds": 2.86,
"decision": "no_bet",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": -0.0358,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": -3.6,
"text": "-3.6%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.3108,
"is_extreme_disagreement": false,
"max_ev": -0.0358,
"max_ev_display": {
"capped": false,
"raw_pct": -3.6,
"text": "-3.6%"
},
"model_prob": 0.3757,
"raw_edge_display": "+6.5 percentage points",
"raw_edge_pp": 6.5,
"raw_signal_ev": 0.0745,
"raw_signal_ev_display": "+7.4%",
"show_primary_label": false,
"side_label": "USM Annaba",
"sort_key": 1791.05,
"tier": "bad_ev"
},
{
"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": 6.5,
"has_alert": false,
"hero_edge_pp": 6.46,
"hero_label": "USM Annaba",
"market_prob_pct": 31.1,
"market_team": "Khroub",
"model_prob_pct": 37.5,
"model_team": "USM Annaba",
"show": true,
"status_icon": "\u2713",
"status_key": "aligned",
"status_label": "Reliable prediction",
"status_line": "Direction aligned; check pricing gap separately",
"steam_score": null,
"steam_subtitle": "",
"steam_tier": "",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "steam",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
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"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
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"direction_key": "conflict",
"gap_pp": 6.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 6.5,
"summary": "The market has repriced Khroub, but the model still strongly favours USM Annaba."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 6.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 6.5,
"summary": "The market has repriced Khroub, but the model still strongly favours USM Annaba."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.3689,
"best_outlier_ev": 0.3689,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.9,
"decision_strength_v1": 6.5,
"decision_strength_v2": 4.9,
"decision_type": "NO_SIGNAL",
"execution_confidence": 37,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates USM Annaba at 37.6%, compared with a no-vig market probability of 31.1%.",
"why": [
{
"text": "Decision Model identifies USM Annaba as the value side (37.6%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"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": 6.5,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"model_conflict_detail": null,
"model_lean": "USM Annaba",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "probability_gap",
"tone": "warn"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +36.9% 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 +36.9% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.9/10 (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 +36.9% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.9/10 (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": true,
"value": "84 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "37 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+36.9% (\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": [
"The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"Decision strength: 3.9/10",
"Execution confidence below 65"
],
"reliability_score": 84,
"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 steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0358,
"consensus_ev_display": "-3.6%",
"consensus_odds": 2.86,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.3108,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "+6.5 percentage points",
"raw_edge_pp": 6.5,
"raw_implied_prob": 0.3496503496503497,
"raw_signal_ev": 0.0745,
"raw_signal_ev_display": "+7.4%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 0.0,
"reasons": [
"Thin xG separation gap=0.1"
],
"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": 0.1
}
}
},
"bet_status": "no_bet",
"books_breadth_display": "7/7",
"breadth_ratio": 1.0,
"evidence": {
"score": 75,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Recent market move conflicts with the model favourite",
"status": "caution"
},
{
"icon": "\u25cb",
"key": "steam",
"label": "Sharp steam detected",
"status": "neutral"
},
{
"icon": "\u2713",
"key": "validation",
"label": "Validation passed",
"status": "pass"
}
],
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Pass",
"tone": "ok"
}
],
"parts": {
"alignment": 21.8,
"data_quality": 12.0,
"market_coverage": 10.0,
"steam_coherence": 5.0,
"validation": 30.0
},
"score": 84,
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"lean_gap_pp": 6.46,
"market_agreement": "moderate",
"max_gap_pp": 6.46,
"model_calibration": {
"away_xg": 1.35,
"calibration_status": "ok",
"deviation_pct": 0.0,
"elevated": false,
"home_xg": 1.25,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.35,
"status_label": "Within typical league range",
"summary": "Home xG 1.25 \u00b7 Away xG 1.35 \u00b7 League avg 1.35 \u00b7 Peak deviation +0%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "pass",
"odds_delta_pct": 0.0,
"steam_conflicts": null,
"steam_move_display": "+0.0%",
"steam_team": "Khroub",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 37,
"tier": "low",
"tier_label": "Low"
},
"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": 23,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 37,
"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": 23,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 6.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 6.5,
"summary": "The market has repriced Khroub, but the model still strongly favours USM Annaba."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 6.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 6.5,
"summary": "The market has repriced Khroub, but the model still strongly favours USM Annaba."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.3689,
"best_outlier_ev": 0.3689,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.9,
"decision_strength_v1": 6.5,
"decision_strength_v2": 4.9,
"decision_type": "NO_SIGNAL",
"execution_confidence": 37,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates USM Annaba at 37.6%, compared with a no-vig market probability of 31.1%.",
"why": [
{
"text": "Decision Model identifies USM Annaba as the value side (37.6%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"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": 6.5,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"model_conflict_detail": null,
"model_lean": "USM Annaba",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "probability_gap",
"tone": "warn"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +36.9% 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 +36.9% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.9/10 (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 +36.9% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.9/10 (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": true,
"value": "84 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "37 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+36.9% (\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": [
"The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"Decision strength: 3.9/10",
"Execution confidence below 65"
],
"reliability_score": 84,
"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 steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0358,
"consensus_ev_display": "-3.6%",
"consensus_odds": 2.86,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.3108,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "+6.5 percentage points",
"raw_edge_pp": 6.5,
"raw_implied_prob": 0.3496503496503497,
"raw_signal_ev": 0.0745,
"raw_signal_ev_display": "+7.4%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 0.0,
"reasons": [
"Thin xG separation gap=0.1"
],
"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": 0.1
}
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Khroub 1.25 xG vs USM Annaba 1.35 \u2192 USM Annaba 37.5%",
"Market: Khroub ~31.1% implied",
"Market Steam: Khroub +0.0%"
],
"one_liner": "Model and market both lean USM Annaba with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -3.28,
"fair_prob": 32.85,
"label": "Khroub",
"market_prob": 36.13,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": -3.19,
"fair_prob": 29.61,
"label": "Draw",
"market_prob": 32.8,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 6.46,
"fair_prob": 37.54,
"label": "USM Annaba",
"market_prob": 31.08,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": 14.16,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 34.04,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": -14.16,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 65.96,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": 12.77,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 41.73,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": -12.77,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 58.27,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "mild_disagreement",
"edge_pp": 6.46,
"fair_prob_pct": 37.54,
"hero_side": "away",
"hero_team_name": "USM Annaba",
"market_prob_pct": 31.08,
"status": "mild_value",
"steam_team_name": "Khroub"
},
"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 USM Annaba\u0027s win probability at 37.5%, compared with the closing market\u0027s implied probability of 31.1%, a difference of 6.5 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": "moderate",
"edge_status": "mild_value",
"max_gap_pp": 6.46,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "Moderate model-market divergence",
"divergence_level": "moderate",
"divergence_level_label": "Moderate divergence",
"divergence_note": "Fair estimate and market pricing differ modestly. Monitor before kickoff.",
"divergence_tier": "moderate",
"edge_label": "Mild disagreement",
"edge_label_key": "mild_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"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": "USM Annaba",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Moderate",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 31.1,
"model_prob_gap_display": "+6.4 percentage points",
"model_prob_gap_pp": 6.4,
"model_prob_pct": 37.5,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+6.4 percentage points",
"gap_pp": 6.4,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "High reliability",
"reliability_icon": "\u2713",
"reliability_score": 84,
"reliability_tier": "high",
"summary": "The market has repriced Khroub, but the model still strongly favours USM Annaba. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Pass",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 37,
"tier": "low",
"tier_label": "Low"
},
"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": 23,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 37,
"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": 23,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Khroub 1.25 xG vs USM Annaba 1.35 \u2192 USM Annaba 37.5%",
"Market: Khroub ~31.1% implied",
"Market Steam: Khroub +0.0%"
],
"one_liner": "Model and market both lean USM Annaba 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": 6.46,
"hero_label": "USM Annaba",
"hero_side": "away",
"market_activity": "No meaningful directional movement yet.",
"market_agreement": "moderate",
"market_agreement_label": "Moderate",
"market_interpretation": {
"bullets": [
"Monitor line movement before kickoff \u2014 not a betting recommendation."
],
"follow_up": "However, Khroub has seen drift \u2014 odds lengthened by 0.0%, suggesting weakening support.",
"gap_tier": "mild",
"lead": "The fair estimate shows a modest edge over current market pricing on USM Annaba.",
"note": "Market activity is currently concentrated on Khroub.",
"paragraphs": [
"The fair estimate shows a modest edge over current market pricing on USM Annaba.",
"However, Khroub has seen drift \u2014 odds lengthened by 0.0%, suggesting weakening support.",
"Market activity is currently concentrated on Khroub."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The fair estimate still sits above current market pricing on USM Annaba.",
"At the same time, Khroub has drifted \u2014 odds lengthened by 0.0%, suggesting weakening support.",
"Broad sportsbook alignment (7/7) supports the current market view on Khroub."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 6.46,
"model_validation": {
"score_label_key": "mi_mv_pass",
"status": "pass"
},
"model_validation_label": "Pass",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Favourite exceeds second outcome by 4.7 pp (at 37.5%)."
],
"lead_gap_pp": 4.7,
"max_prob_pct": 37.5,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "low",
"tier_label": "Low"
},
"outcome_separation_label": "Low",
"overall_assessment": {
"badge_class": "moderate",
"largest_gap_label": "USM Annaba",
"largest_gap_pp": 6.5,
"lead": "The model rates USM Annaba considerably stronger than the closing betting market.",
"level": "moderate",
"max_gap_pp": 6.5,
"title": "Moderate Disagreement"
},
"rows": [
{
"difference_pp": -3.28,
"edge_pp": -3.28,
"fair_prob_pct": 32.85,
"is_hero": false,
"label": "Khroub",
"market_prob_pct": 36.13,
"side": "home",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": -3.19,
"edge_pp": -3.19,
"fair_prob_pct": 29.61,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 32.8,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 6.46,
"edge_pp": 6.46,
"fair_prob_pct": 37.54,
"is_hero": true,
"label": "USM Annaba",
"market_prob_pct": 31.08,
"side": "away",
"signal_key": "model_higher",
"signal_label": "Model Higher"
}
],
"status": "mild_value",
"status_label": "Mild Value",
"steam_note": "Market activity is currently concentrated on Khroub.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Khroub (31.1%).",
"This creates a conflict: Model \u2192 USM Annaba, Market \u2192 Khroub, Recent sharp money \u2192 recent line movement.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 34.97,
"closing_odds": 2.86,
"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": 34.97,
"entry_odds": 2.86,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Pass",
"model_validation_status": "pass",
"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": "done"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"show": false
},
"market_overview": {
"breadth_display": "7/7",
"current_odds": 2.55,
"move_display": "+0.0%",
"open_odds": 2.55,
"pick_team": "Khroub",
"steam_score": 30,
"steam_team_name": "Khroub",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 6.5,
"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": "usm-annaba",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "USM Annaba",
"away_team_id": 1069,
"away_team_logo": "/static/teams/1069.webp",
"away_team_name": "USM Annaba",
"away_team_public_id": "5mn9kWyLAPH7PN",
"away_team_slug": "usm-annaba",
"country_code": "DZ",
"country_display_name": "Algeria",
"country_flag": "/static/images/country/dz.svg",
"country_id": 2,
"country_name": "Algeria",
"fixture_id": 1640804,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Algeria",
"home_team_display_name": "Khroub",
"home_team_id": 936,
"home_team_logo": "/static/teams/936.webp",
"home_team_name": "Khroub",
"home_team_public_id": "4PgehCDaQyAqlM",
"home_team_slug": "khroub",
"ht.home_team_slug": "khroub",
"league_country": "Algeria",
"league_country_display": "Algeria",
"league_display_name": "Ligue 2 Algeria",
"league_id": 187,
"league_logo": "/static/leagues/187.webp",
"league_name": "Ligue 2 Algeria",
"league_public_id": "1UI0IeYVucmepu",
"league_season": 2026,
"match_date": "2026-09-26 15:00:00",
"public_id": "2MBRrWpu01e8Bg",
"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": null
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_top_two_close",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"Top two outcomes relatively close in probability (\u22120.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.4062,
"best_odd": 2.86,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0264,
"ev": -0.0358,
"implied_prob": 0.3108,
"joint_probs": {
"away": 0.3108,
"draw": 0.328,
"home": 0.3613
},
"model_prob": 0.3757,
"p_final": 0.3371
},
"draw": {
"alpha": 0.4282,
"best_odd": 2.71,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0138,
"ev": -0.1487,
"implied_prob": 0.328,
"joint_probs": {
"away": 0.3108,
"draw": 0.328,
"home": 0.3613
},
"model_prob": 0.2956,
"p_final": 0.3141
},
"ev_available": true,
"home": {
"alpha": 0.428,
"best_odd": 2.46,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0139,
"ev": -0.1455,
"implied_prob": 0.3613,
"joint_probs": {
"away": 0.3108,
"draw": 0.328,
"home": 0.3613
},
"model_prob": 0.3287,
"p_final": 0.3473
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 2.86,
"edge": 0.026,
"ev": 0.0744,
"implied_prob": 0.3497,
"model_prob": 0.3757
},
"draw": {
"best_odd": 2.71,
"edge": -0.0734,
"ev": -0.1988,
"implied_prob": 0.369,
"model_prob": 0.2956
},
"ev_available": true,
"home": {
"best_odd": 2.46,
"edge": -0.0778,
"ev": -0.1914,
"implied_prob": 0.4065,
"model_prob": 0.3287
}
},
"btts": {
"alpha_no": 0.1992,
"alpha_yes": 0.1449,
"best_no_odd": 1.6,
"best_yes_odd": 2.25,
"btts_ev_mode": "market_first_available",
"edge_no": -0.1277,
"edge_yes": 0.1277,
"ev_available": true,
"ev_no": -0.272,
"ev_no_risk_adj": -0.1277,
"ev_yes": 0.2263,
"ev_yes_risk_adj": -0.0458,
"implied_no": 0.5827,
"implied_yes": 0.4173,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 4,
"no": {
"alpha": 0.1992,
"best_odd": 1.56,
"edge": -0.0259,
"ev": -0.1277,
"implied_prob": 0.5851,
"model_prob": 0.455,
"p_final": 0.5592
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.1449,
"best_odd": 2.2,
"edge": 0.0188,
"ev": -0.0458,
"implied_prob": 0.4149,
"model_prob": 0.545,
"p_final": 0.4337
}
},
"n_bookmakers": 4,
"p_final_no": 0.5592,
"p_final_yes": 0.4337,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.1392,
"alpha_under": 0.1914,
"best_over_odd": 2.84,
"best_under_odd": 1.47,
"consensus_over_odd": 2.75,
"consensus_under_odd": 1.36,
"edge_over": 0.1416,
"edge_under": -0.1416,
"ev_available": true,
"ev_over": 0.3689,
"ev_over_risk_adj": -0.0322,
"ev_under": -0.2385,
"ev_under_risk_adj": -0.1294,
"implied_over": 0.3404,
"implied_over_mf": 0.3309,
"implied_under": 0.6596,
"implied_under_mf": 0.6691,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 7,
"over": {
"alpha": 0.1392,
"best_odd": 2.75,
"edge": 0.021,
"ev": -0.0322,
"implied_prob": 0.3309,
"model_prob": 0.482,
"p_final": 0.3519
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.1914,
"best_odd": 1.36,
"edge": -0.0289,
"ev": -0.1294,
"implied_prob": 0.6691,
"model_prob": 0.518,
"p_final": 0.6402
}
},
"n_bookmakers": 7,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.3519,
"p_final_under": 0.6402,
"prediction_confidence": "very_low",
"reliability": "medium"
}
},
"match_regime": {
"action": "avoid",
"code": "no_edge",
"execution_line_key": "pred_regime_exec_no_actionable",
"insight_line_key": "pred_regime_insight_minor_inefficiency",
"stake_mult": 0.0,
"use_split_strip": true
},
"match_tier": "no_bet",
"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": 0.3689,
"best_outlier_ev": 0.3689,
"best_tracked_ev": 0.3689,
"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)",
"Reliability supports action",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.9,
"score_v1_legacy": 6.5,
"score_v2_pre_penalty": 4.9,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.9,
"score_pre_penalty": 4.9
},
"decision_type": "NO_SIGNAL",
"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": "no_bet",
"final_decision": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 6.5,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 6.5,
"summary": "The market has repriced Khroub, but the model still strongly favours USM Annaba."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.3689,
"best_outlier_ev": 0.3689,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.9,
"decision_strength_v1": 6.5,
"decision_strength_v2": 4.9,
"decision_type": "NO_SIGNAL",
"execution_confidence": 37,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates USM Annaba at 37.6%, compared with a no-vig market probability of 31.1%.",
"why": [
{
"text": "Decision Model identifies USM Annaba as the value side (37.6%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"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": 6.5,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"model_conflict_detail": null,
"model_lean": "USM Annaba",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"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"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "probability_gap",
"tone": "warn"
},
"secondary": {
"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"
},
"version": "v1"
},
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +36.9% 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 +36.9% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.9/10 (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 +36.9% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.9/10 (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": true,
"value": "84 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "37 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+36.9% (\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": [
"The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"Decision strength: 3.9/10",
"Execution confidence below 65"
],
"reliability_score": 84,
"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 steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "The market has repriced Khroub, but the model still strongly favours USM Annaba.",
"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": "observe",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0358,
"consensus_ev_display": "-3.6%",
"consensus_odds": 2.86,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.3108,
"is_extreme_disagreement": false,
"model_prob": 0.3757,
"raw_edge_display": "+6.5 percentage points",
"raw_edge_pp": 6.5,
"raw_implied_prob": 0.3496503496503497,
"raw_signal_ev": 0.0745,
"raw_signal_ev_display": "+7.4%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 0.0,
"reasons": [
"Thin xG separation gap=0.1"
],
"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": 0.1
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.2956,
"max_1x2_prob": 0.3757,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.1
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 2.86,
"decision": "no_bet",
"edge": 0.0264,
"ev": -0.0358,
"implied_prob": 0.3108,
"max_ev_side": "away",
"model_prob": 0.3757,
"side": "away",
"side_label": "USM Annaba"
},
"btts": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.1449,
"available": true,
"consensus_odds": 2.2,
"edge": 0.0188,
"market_prob": 0.4149,
"mode": "market_first_btts",
"model_prob": 0.545,
"n_bookmakers": 4,
"no": {
"alpha": 0.1992,
"best_odd": 1.56,
"edge": -0.0259,
"ev": -0.1277,
"implied_prob": 0.5851,
"model_prob": 0.455,
"p_final": 0.5592
},
"p_final": 0.4337,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0458,
"value_side": "yes",
"yes": {
"alpha": 0.1449,
"best_odd": 2.2,
"edge": 0.0188,
"ev": -0.0458,
"implied_prob": 0.4149,
"model_prob": 0.545,
"p_final": 0.4337
}
},
"edge": 0.1277,
"ev": 0.2263,
"implied_prob": 0.4173,
"model_prob": 0.545,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
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},
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},
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],
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},
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"is_extreme_disagreement": false,
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}
}
},
"fixture_id": 1640804,
"generated_at_utc": "2026-09-26T15:02:37.384067+00:00",
"lang_id": "en"
}
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