AI correctly predicted the Fast Clube-AM win.
The match finished 0–1, validating the model's directional assessment.
Pasaran yang dijejaki vs hasil sepenuh masa
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Under 2.5 Under 2.5 (1 matlamat) ✔ Betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Tidak ✔ Betul
- 1X2 Fast Clube-AM Fast Clube-AM ✔ Betul
- Cerapan skor tepat 1-1, 0-1, 1-0, 1-2, 2-1 0-1 ✔ Betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| RB do Norte | 33.3% | 24.1% | +9.2 pp | Model Higher |
| Draw | 29.6% | 27.7% | +1.9 pp | Aligned |
| Fast Clube-AM | 37.1% | 48.2% | -11.1 pp | Market Higher |
The closing market estimates Fast Clube-AM's win probability at 48.2%, compared with the model's estimate of 37.1%, a difference of 11.1 percentage points. This highlights a disagreement between the model and market consensus, without 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, lean arah model sepadan dengan keputusan (Fast Clube-AM win 0–1).
Market Assessment
The market is materially more optimistic about Fast Clube-AM than the current fair estimate.
- Investors may be incorporating information not fully reflected in the baseline model.
- Tournament-specific context can shift market pricing.
Post Match Insights
What worked
- Both Teams To Score (No) matched the full-time result
- Under 2.5 goals aligned with the xG profile
- Exact score 0–1 fell within the model's highlighted bins
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Fast Clube-AM higher (48.2% vs model 37.1%, 11.1 pp), but the model's lean was validated (Fast Clube-AM win 0–1).
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Sep 08, 2026 · 23:59 UTC Forecast generated
- Model 1X2 · RB do Norte 33.4% · Draw 29.6% · Fast Clube-AM 37.0%
- xG · RB do Norte 1.26 — Fast Clube-AM 1.34
-
Sep 08, 2026 · 23:29 UTC Opening odds snapshot PRE30
- 1X2 odds · RB do Norte 3.66 · Draw 3.18 · Fast Clube-AM 1.83
- Implied 1X2 · RB do Norte 24.1% · Draw 27.7% · Fast Clube-AM 48.2%
- Bookmaker · Pinnacle
-
Sep 08, 2026 · 23:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · RB do Norte 3.66 · Draw 3.18 · Fast Clube-AM 1.83
- Implied 1X2 · RB do Norte 24.1% · Draw 27.7% · Fast Clube-AM 48.2%
- Bookmaker · Pinnacle
-
Sep 09, 2026 · 00:00 UTC Kickoff
-
FT Full-time result Fast Clube-AM win · 0–1
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Metrik pra-padanan (konteks sejarah)
- Validation: Warning
- Large market gap (11 pp)
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
Validation Report
Immutable SnapshotModel 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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},
{
"authority_action": "monitor",
"authority_note": "Validation pending \u2014 monitor the line before acting.",
"consensus_odds": 1.83,
"decision": "no_bet",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": -0.2201,
"ev_available": true,
"ev_display": {
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"text": "-22.0%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.4818,
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},
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"raw_signal_ev_display": "-32.2%",
"show_primary_label": false,
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},
{
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"top_prob": 12.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "",
"alert_breadth_note": "",
"alert_move": "",
"alert_team": "",
"alert_title": "Sharp Money Alert",
"divergence_pp": 11.1,
"has_alert": false,
"hero_edge_pp": -11.12,
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"market_prob_pct": 48.2,
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"model_prob_pct": 37.1,
"model_team": "Fast Clube-AM",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": null,
"steam_subtitle": "",
"steam_tier": "",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
"read_min": 5,
"title": "When Should You Trust AI Over the Market?",
"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"key": "steam",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
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"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 11.1,
"summary": "Model and market currently agree on the stronger side (Fast Clube-AM)."
},
"authority": {
"action": "monitor",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 11.1,
"key": "agree",
"label": "Agree",
"model_strong": false,
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"pricing_key": "moderate",
"probability_gap_pp": 11.1,
"summary": "Model and market currently agree on the stronger side (Fast Clube-AM)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.036,
"best_outlier_ev": 0.2205,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.1,
"decision_strength_v1": 4.0,
"decision_strength_v2": 5.1,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Fast Clube-AM at 37.0%, compared with a no-vig market probability of 48.2%.",
"why": [
{
"text": "Decision Model identifies Fast Clube-AM as the value side (37.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.1,
"gates_failed": [
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],
"has_top_pick": false,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Fast Clube-AM",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"edge_low",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"edge_low"
],
"label": "Reason",
"other_factors": [
{
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": {
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Fast Clube-AM \u00b7 decimal odds ~3.66 (derived from model% \u00d7 (1+EV)) \u00b7 EV +22% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1638458 \u00b7 snapshot=live-render \u00b7 odds\u22483.66 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +3.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "weak_ev",
"label": "Consensus EV +3.6% \u003c Primary gate +5.0% (Lean gate +2.0% is separate \u2014 not Primary)",
"ok": false
},
{
"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 +3.6% \u274c (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.1/10 (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 +3.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "65 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": false,
"value": "+3.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": false,
"value": "false"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Fast Clube-AM).",
"Decision strength: 3.1/10",
"Execution confidence below 65",
"Outlier price +22% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 65,
"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",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"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": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.2201,
"consensus_ev_display": "-22.0%",
"consensus_odds": 1.83,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4818,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "-11.1 percentage points",
"raw_edge_pp": -11.1,
"raw_implied_prob": 0.5464480874316939,
"raw_signal_ev": -0.322,
"raw_signal_ev_display": "-32.2%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
"Low xG separation gap=0.08 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.08
}
}
},
"bet_status": "monitor",
"books_breadth_display": "5/5",
"breadth_ratio": 1.0,
"evidence": {
"score": 55,
"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": "\u25cb",
"key": "steam",
"label": "Sharp steam detected",
"status": "neutral"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (11 pp)",
"tone": "caution"
}
],
"parts": {
"alignment": 19.4,
"data_quality": 12.0,
"market_coverage": 10.0,
"steam_coherence": 5.0,
"validation": 14.0
},
"score": 65,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 11.12,
"market_agreement": "weak",
"max_gap_pp": 11.12,
"model_calibration": {
"away_xg": 1.34,
"calibration_status": "ok",
"deviation_pct": -1.0,
"elevated": false,
"home_xg": 1.26,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.34,
"status_label": "Within typical league range",
"summary": "Home xG 1.26 \u00b7 Away xG 1.34 \u00b7 League avg 1.35 \u00b7 Peak deviation -1%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": 0.0,
"steam_conflicts": null,
"steam_move_display": "+0.0%",
"steam_team": "RB do Norte",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 52,
"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": 44,
"tier": "low",
"tier_label": "Low"
},
"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": 44,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "monitor",
"label": "Monitor - No Primary Bet"
}
},
"verdict": {
"agree_note": "Validation pending \u2014 monitor the line before acting.",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 11.1,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 11.1,
"summary": "Model and market currently agree on the stronger side (Fast Clube-AM)."
},
"authority": {
"action": "monitor",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 11.1,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 11.1,
"summary": "Model and market currently agree on the stronger side (Fast Clube-AM)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.036,
"best_outlier_ev": 0.2205,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.1,
"decision_strength_v1": 4.0,
"decision_strength_v2": 5.1,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Fast Clube-AM at 37.0%, compared with a no-vig market probability of 48.2%.",
"why": [
{
"text": "Decision Model identifies Fast Clube-AM as the value side (37.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.1,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": false,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Fast Clube-AM",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"edge_low",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"edge_low"
],
"label": "Reason",
"other_factors": [
{
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": {
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Fast Clube-AM \u00b7 decimal odds ~3.66 (derived from model% \u00d7 (1+EV)) \u00b7 EV +22% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1638458 \u00b7 snapshot=live-render \u00b7 odds\u22483.66 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +3.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "weak_ev",
"label": "Consensus EV +3.6% \u003c Primary gate +5.0% (Lean gate +2.0% is separate \u2014 not Primary)",
"ok": false
},
{
"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 +3.6% \u274c (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.1/10 (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 +3.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "65 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": false,
"value": "+3.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": false,
"value": "false"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Fast Clube-AM).",
"Decision strength: 3.1/10",
"Execution confidence below 65",
"Outlier price +22% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 65,
"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",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"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": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.2201,
"consensus_ev_display": "-22.0%",
"consensus_odds": 1.83,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4818,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "-11.1 percentage points",
"raw_edge_pp": -11.1,
"raw_implied_prob": 0.5464480874316939,
"raw_signal_ev": -0.322,
"raw_signal_ev_display": "-32.2%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
"Low xG separation gap=0.08 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.08
}
}
},
"headline": "Monitor - No Primary Bet",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"subline": "Validation pending \u2014 monitor the line before acting.",
"tier": "monitor"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: RB do Norte 1.26 xG vs Fast Clube-AM 1.34 \u2192 Fast Clube-AM 37.1%",
"Market: Fast Clube-AM ~48.2% implied",
"Market Steam: RB do Norte +0.0%"
],
"one_liner": "Model and market both lean Fast Clube-AM with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 9.22,
"fair_prob": 33.31,
"label": "RB do Norte",
"market_prob": 24.09,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 1.9,
"fair_prob": 29.63,
"label": "Draw",
"market_prob": 27.73,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -11.12,
"fair_prob": 37.06,
"label": "Fast Clube-AM",
"market_prob": 48.18,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -4.22,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 52.42,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 4.22,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 47.58,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -3.37,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 57.87,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 3.37,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 42.13,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": -11.12,
"fair_prob_pct": 37.06,
"hero_side": "away",
"hero_team_name": "Fast Clube-AM",
"market_prob_pct": 48.18,
"status": "strong_market_ahead",
"steam_team_name": "RB do Norte"
},
"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 closing market estimates Fast Clube-AM\u0027s win probability at 48.2%, compared with the model\u0027s estimate of 37.1%, a difference of 11.1 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": 11.12,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "Strong model-market divergence",
"divergence_level": "strong",
"divergence_level_label": "Strong divergence",
"divergence_note": "The fair estimate differs noticeably from current market pricing. This may reflect genuine disagreement or incomplete rating inputs.",
"divergence_tier": "strong",
"edge_label": "Strong disagreement",
"edge_label_key": "strong_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Fast Clube-AM",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 48.2,
"model_prob_gap_display": "-11.1 percentage points",
"model_prob_gap_pp": -11.1,
"model_prob_pct": 37.1,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "-11.1 percentage points",
"gap_pp": -11.1,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Moderate reliability",
"reliability_icon": "\u2713",
"reliability_score": 65,
"reliability_tier": "moderate",
"summary": "Fast Clube-AM \u2014 market direction supports the model lean.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 52,
"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": 44,
"tier": "low",
"tier_label": "Low"
},
"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": 44,
"tier": "low",
"tier_label": "Low"
},
"recommendation": {
"action": "monitor",
"label": "Monitor - No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: RB do Norte 1.26 xG vs Fast Clube-AM 1.34 \u2192 Fast Clube-AM 37.1%",
"Market: Fast Clube-AM ~48.2% implied",
"Market Steam: RB do Norte +0.0%"
],
"one_liner": "Model and market both lean Fast Clube-AM 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": -11.12,
"hero_label": "Fast Clube-AM",
"hero_side": "away",
"market_activity": "No meaningful directional movement yet.",
"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, RB do Norte has seen drift \u2014 odds lengthened by 0.0%, suggesting weakening support.",
"gap_tier": "strong",
"lead": "The market is materially more optimistic about Fast Clube-AM than the current fair estimate.",
"note": "Market activity is currently concentrated on RB do Norte.",
"paragraphs": [
"The market is materially more optimistic about Fast Clube-AM than the current fair estimate.",
"However, RB do Norte has seen drift \u2014 odds lengthened by 0.0%, suggesting weakening support.",
"Market activity is currently concentrated on RB do Norte."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The market favors Fast Clube-AM more strongly than the current fair estimate.",
"At the same time, RB do Norte has drifted \u2014 odds lengthened by 0.0%, suggesting weakening support.",
"Broad sportsbook alignment (5/5) supports the current market view on RB do Norte."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 11.12,
"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.",
"Top two 1X2 outcomes within 3.8 percentage points."
],
"lead_gap_pp": 3.8,
"max_prob_pct": 37.1,
"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": "strong",
"largest_gap_label": "Fast Clube-AM",
"largest_gap_pp": -11.1,
"lead": "The closing market prices Fast Clube-AM higher than the statistical model.",
"level": "strong",
"max_gap_pp": 11.1,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": 9.22,
"edge_pp": 9.22,
"fair_prob_pct": 33.31,
"is_hero": false,
"label": "RB do Norte",
"market_prob_pct": 24.09,
"side": "home",
"signal_key": "model_higher",
"signal_label": "Model Higher"
},
{
"difference_pp": 1.9,
"edge_pp": 1.9,
"fair_prob_pct": 29.63,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 27.73,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": -11.12,
"edge_pp": -11.12,
"fair_prob_pct": 37.06,
"is_hero": true,
"label": "Fast Clube-AM",
"market_prob_pct": 48.18,
"side": "away",
"signal_key": "market_higher",
"signal_label": "Market Higher"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "Market activity is currently concentrated on RB do Norte.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Fast Clube-AM (48.2%).",
"This creates a conflict: Model \u2192 Fast Clube-AM, Market \u2192 Fast Clube-AM, Recent sharp money \u2192 recent line movement.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 54.64,
"closing_odds": 1.83,
"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": 54.64,
"entry_odds": 1.83,
"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": "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": "5/5",
"current_odds": 2.7,
"move_display": "+0.0%",
"open_odds": 2.7,
"pick_team": "RB do Norte",
"steam_score": 30,
"steam_team_name": "RB do Norte",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 11.1,
"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": "fast-clube-am",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Fast Clube-AM",
"away_team_id": 2211,
"away_team_logo": "/static/teams/2211.webp",
"away_team_name": "Fast Clube-AM",
"away_team_public_id": "1NQl6S1bvNvxcu",
"away_team_slug": "fast-clube-am",
"country_code": "BR",
"country_display_name": "Brazil",
"country_flag": "/static/images/country/br.svg",
"country_id": 24,
"country_name": "Brazil",
"fixture_id": 1638458,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Brazil",
"home_team_display_name": "RB do Norte",
"home_team_id": 24793,
"home_team_logo": "/static/teams/24793.webp",
"home_team_name": "RB do Norte",
"home_team_public_id": "4HXE6587tejVU5",
"home_team_slug": "rb-do-norte",
"ht.home_team_slug": "rb-do-norte",
"league_country": "Brazil",
"league_country_display": "Brazil",
"league_display_name": "Campeonato Amazonense - 2",
"league_id": 1134,
"league_logo": "/static/leagues/1134.webp",
"league_name": "Campeonato Amazonense - 2",
"league_public_id": "5YtAQGPiVKTgha",
"league_season": 2026,
"match_date": "2026-09-09 00:00:00",
"public_id": "0WvCnlHP6ZKyp1",
"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",
"pred_conf_md_few_books_btts"
],
"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)",
"Few bookmakers for BTTS odds (edge less reliable) (\u22120.5)"
],
"score": 5.5
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.4998,
"best_odd": 1.83,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0556,
"ev": -0.2201,
"implied_prob": 0.4818,
"joint_probs": {
"away": 0.4818,
"draw": 0.2773,
"home": 0.2409
},
"model_prob": 0.3705,
"p_final": 0.4262
},
"draw": {
"alpha": 0.2916,
"best_odd": 3.18,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0055,
"ev": -0.1009,
"implied_prob": 0.2773,
"joint_probs": {
"away": 0.4818,
"draw": 0.2773,
"home": 0.2409
},
"model_prob": 0.296,
"p_final": 0.2827
},
"ev_available": true,
"home": {
"alpha": 0.2583,
"best_odd": 3.66,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0239,
"ev": -0.0307,
"implied_prob": 0.2409,
"joint_probs": {
"away": 0.4818,
"draw": 0.2773,
"home": 0.2409
},
"model_prob": 0.3335,
"p_final": 0.2648
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 1.83,
"edge": -0.1759,
"ev": -0.3219,
"implied_prob": 0.5464,
"model_prob": 0.3705
},
"draw": {
"best_odd": 3.18,
"edge": -0.0185,
"ev": -0.0588,
"implied_prob": 0.3145,
"model_prob": 0.296
},
"ev_available": true,
"home": {
"best_odd": 3.66,
"edge": 0.0603,
"ev": 0.2205,
"implied_prob": 0.2732,
"model_prob": 0.3335
}
},
"btts": {
"alpha_no": 0.1495,
"alpha_yes": 0.1645,
"best_no_odd": 2.19,
"best_yes_odd": 1.58,
"btts_ev_mode": "market_first_available",
"edge_no": 0.0337,
"edge_yes": -0.0337,
"ev_available": true,
"ev_no": -0.0035,
"ev_no_risk_adj": -0.0748,
"ev_yes": -0.1389,
"ev_yes_risk_adj": -0.0945,
"implied_no": 0.4213,
"implied_yes": 0.5787,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 2,
"no": {
"alpha": 0.1495,
"best_odd": 2.17,
"edge": 0.005,
"ev": -0.0748,
"implied_prob": 0.4213,
"model_prob": 0.455,
"p_final": 0.4264
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.1645,
"best_odd": 1.58,
"edge": -0.0055,
"ev": -0.0945,
"implied_prob": 0.5787,
"model_prob": 0.545,
"p_final": 0.5731
}
},
"n_bookmakers": 2,
"p_final_no": 0.4264,
"p_final_yes": 0.5731,
"prediction_confidence": "very_low",
"reliability": "low"
},
"ou25": {
"alpha_over": 0.2323,
"alpha_under": 0.2112,
"best_over_odd": 1.8,
"best_under_odd": 2.0,
"consensus_over_odd": 1.76,
"consensus_under_odd": 1.93,
"edge_over": -0.0422,
"edge_under": 0.0422,
"ev_available": true,
"ev_over": -0.1324,
"ev_over_risk_adj": -0.0962,
"ev_under": 0.036,
"ev_under_risk_adj": -0.0627,
"implied_over": 0.5242,
"implied_over_mf": 0.523,
"implied_under": 0.4758,
"implied_under_mf": 0.477,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 3,
"over": {
"alpha": 0.2323,
"best_odd": 1.76,
"edge": -0.0095,
"ev": -0.0962,
"implied_prob": 0.523,
"model_prob": 0.482,
"p_final": 0.5135
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.2112,
"best_odd": 1.93,
"edge": 0.0087,
"ev": -0.0627,
"implied_prob": 0.477,
"model_prob": 0.518,
"p_final": 0.4856
}
},
"n_bookmakers": 3,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.5135,
"p_final_under": 0.4856,
"prediction_confidence": "very_low",
"reliability": "medium"
}
},
"match_tier": "value_game",
"min_ev": 0.02,
"total_xg": 2.6,
"variance_flag": false
},
"unified_decision": {
"actionable_ev_threshold": 0.02,
"algorithm": {
"enabled_since": "2026-05-26",
"game_typing_module": true,
"version": "2.5.0"
},
"balanced_alternative": null,
"best_consensus_ev": 0.036,
"best_outlier_ev": 0.2205,
"best_tracked_ev": 0.036,
"confidence": 4.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"score": 3.1,
"score_v1_legacy": 4.0,
"score_v2_pre_penalty": 5.1,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"score": 3.1,
"score_pre_penalty": 5.1
},
"decision_type": "VALUE_ALERT",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "C",
"stake_factor": 0.0
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "monitor",
"final_decision": {
"action": "monitor",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 11.1,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "moderate",
"probability_gap_pp": 11.1,
"summary": "Model and market currently agree on the stronger side (Fast Clube-AM)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.036,
"best_outlier_ev": 0.2205,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.1,
"decision_strength_v1": 4.0,
"decision_strength_v2": 5.1,
"decision_type": "VALUE_ALERT",
"execution_confidence": 52,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Monitor - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates Fast Clube-AM at 37.0%, compared with a no-vig market probability of 48.2%.",
"why": [
{
"text": "Decision Model identifies Fast Clube-AM as the value side (37.0%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Edge does not clear Primary threshold",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 11.1,
"gates_failed": [
"Execution confidence below 65"
],
"has_top_pick": false,
"headline": "Monitor - No Primary Bet",
"hero_mode": "default",
"icon": "\ud83d\udc41",
"label": "Monitor \u2014 validate before acting",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Fast Clube-AM",
"no_primary_reasons": {
"all_triggered": [
"market_quality",
"edge_low",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_quality",
"edge_low"
],
"label": "Reason",
"other_factors": [
{
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": {
"code": "edge_low",
"detail": "The estimated edge does not meet the Primary threshold.",
"name": "Edge Below Threshold",
"short": "Edge Below Threshold",
"tone": "neutral"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Fast Clube-AM \u00b7 decimal odds ~3.66 (derived from model% \u00d7 (1+EV)) \u00b7 EV +22% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1638458 \u00b7 snapshot=live-render \u00b7 odds\u22483.66 \u00b7 reason=thin|single-book|\u0394EV\u22653.0%EV \u00b7 book=admin-only \u00b7 trigger: outlier EV \u2212 consensus EV \u2265 +3.0% EV (not probability pp) AND thin/single-book style \u00b7 consensus used +3.6% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "weak_ev",
"label": "Consensus EV +3.6% \u003c Primary gate +5.0% (Lean gate +2.0% is separate \u2014 not Primary)",
"ok": false
},
{
"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 +3.6% \u274c (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.1/10 (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 +3.6% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.1/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "65 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "52 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": false,
"value": "+3.6% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": false,
"value": "false"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market currently agree on the stronger side (Fast Clube-AM).",
"Decision strength: 3.1/10",
"Execution confidence below 65",
"Outlier price +22% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 65,
"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",
"Thin consensus value",
"Low xG separation (league-average noise)"
],
"subline": "Validation pending \u2014 monitor the line before acting.",
"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": "monitor",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.2201,
"consensus_ev_display": "-22.0%",
"consensus_odds": 1.83,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4818,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "-11.1 percentage points",
"raw_edge_pp": -11.1,
"raw_implied_prob": 0.5464480874316939,
"raw_signal_ev": -0.322,
"raw_signal_ev_display": "-32.2%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -0.7,
"reasons": [
"Low xG separation gap=0.08 (noise / no edge)"
],
"recommended_action": "monitor",
"strength_delta": -2.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "flat",
"block_value_alert": true,
"separation_score": -20,
"strength_delta": -2.0,
"xg_gap": 0.08
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.296,
"max_1x2_prob": 0.3705,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.08
},
"type": "balanced",
"typing_weights_enabled": true
},
"hero_display_pick": {
"decision": "value_bet",
"ev": 0.036,
"hero_display_only": true,
"implied_prob": 0.4758,
"market": "ou_2_5",
"model_prob": 0.518,
"not_dominant": false,
"risk_band": "strong",
"risk_tier": "hero_display",
"side": "under",
"slot": "hero_display"
},
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 1.83,
"decision": "no_bet",
"edge": -0.0556,
"ev": -0.2201,
"implied_prob": 0.4818,
"max_ev_side": "home",
"model_prob": 0.3705,
"side": "away",
"side_label": "Fast Clube-AM"
},
"btts": {
"decision": "lean",
"decision_layer": {
"alpha": 0.1495,
"available": true,
"consensus_odds": 2.17,
"edge": 0.005,
"market_prob": 0.4213,
"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 2,
"no": {
"alpha": 0.1495,
"best_odd": 2.17,
"edge": 0.005,
"ev": -0.0748,
"implied_prob": 0.4213,
"model_prob": 0.455,
"p_final": 0.4264
},
"p_final": 0.4264,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0748,
"value_side": "no",
"yes": {
"alpha": 0.1645,
"best_odd": 1.58,
"edge": -0.0055,
"ev": -0.0945,
"implied_prob": 0.5787,
"model_prob": 0.545,
"p_final": 0.5731
}
},
"edge": 0.0337,
"ev": -0.0035,
"implied_prob": 0.4213,
"model_prob": 0.455,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2112,
"available": true,
"consensus_odds": 1.93,
"edge": 0.0087,
"market_prob": 0.477,
"mode": "market_first_ou",
"model_prob": 0.518,
"n_bookmakers": 3,
"over": {
"alpha": 0.2323,
"best_odd": 1.76,
"edge": -0.0095,
"ev": -0.0962,
"implied_prob": 0.523,
"model_prob": 0.482,
"p_final": 0.5135
},
"p_final": 0.4856,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0627,
"under": {
"alpha": 0.2112,
"best_odd": 1.93,
"edge": 0.0087,
"ev": -0.0627,
"implied_prob": 0.477,
"model_prob": 0.518,
"p_final": 0.4856
},
"value_side": "under"
},
"edge": 0.0422,
"ev": 0.036,
"implied_prob": 0.4758,
"model_prob": 0.518,
"side": "under",
"value_side": "under"
}
},
"match_id": 1638458,
"match_regime": {
"action": "optional",
"actionable": false,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": "pred_regime_exec_no_actionable",
"insight_line_key": "pred_regime_insight_minor_inefficiency",
"max_valid_ev": 0.036,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": true
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3705,
"draw": 0.296,
"home": 0.3335
},
"reason_codes": [
"no_ev_1x2"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Fast Clube-AM",
"home": "RB do Norte"
},
"top_pick": null,
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": -0.2201,
"consensus_ev_display": "-22.0%",
"consensus_odds": 1.83,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.4818,
"is_extreme_disagreement": false,
"model_prob": 0.3705,
"raw_edge_display": "-11.1 percentage points",
"raw_edge_pp": -11.1,
"raw_implied_prob": 0.5464480874316939,
"raw_signal_ev": -0.322,
"raw_signal_ev_display": "-32.2%"
}
}
},
"fixture_id": 1638458,
"generated_at_utc": "2026-09-08T23:59:06.045386+00:00",
"lang_id": "en"
}
Terokai Kandungan Ramalan Lain
Dapatkan Ramalan Premium untuk RB do Norte & Fast Clube-AM!
Buka analisis mendalam, tip pertaruhan eksklusif, dan ramalan perlawanan dengan perkhidmatan langganan premium kami.
Langgan Sekarang
Campeonato Amazonense - 2 — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | RB do Norte | 6 | 5 | 1 | 0 | 16 |
| 2 | Fast Clube-AM | 6 | 4 | 2 | 0 | 14 |
| 3 | Operário AM | 6 | 4 | 0 | 2 | 12 |
| 4 | Manicoré | 6 | 3 | 1 | 2 | 10 |
| 5 | Cliper | 6 | 1 | 0 | 5 | 3 |
| 6 | Unidos do Alvorada | 6 | 1 | 0 | 5 | 3 |
| 7 | Peñarol-AM | 6 | 1 | 0 | 5 | 3 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Operário AM | 6 | 23 | 5 | +18 | 12 |
| 2 | RB do Norte | 6 | 23 | 6 | +17 | 16 |
| 3 | Fast Clube-AM | 6 | 16 | 4 | +12 | 14 |
| 4 | Manicoré | 6 | 14 | 11 | +3 | 10 |
| 5 | Unidos do Alvorada | 6 | 12 | 27 | -15 | 3 |
| 6 | Cliper | 6 | 10 | 23 | -13 | 3 |
| 7 | Peñarol-AM | 6 | 6 | 28 | -22 | 3 |