The model missed the final outcome (Draw 2–2).
The model had projected Ferencvárosi TC at 52.4%, but the full-time result went the other way.
Pasaran yang dijejaki vs hasil sepenuh masa
Gred ramalan
C
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Over 2.5 Over 2.5 (4 matlamat) ✔ Betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Ya Ya ✔ Betul
- 1X2 Ferencvárosi TC Lukis ✖ tak betul
- Cerapan skor tepat 2-1, 1-1, 2-0, 1-0, 3-1 2-2 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Ferencvárosi TC | 52.4% | 34.3% | +18.2 pp | Model Edge |
| Draw | 23.7% | 24.0% | -0.3 pp | Aligned |
| Twente | 23.9% | 41.7% | -17.9 pp | Market Higher |
The statistical model estimates Ferencvárosi TC's win probability at 52.4%, compared with the closing market's implied probability of 34.3%, a difference of 18.2 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 Draw 2–2.
Market Assessment
The statistical fair estimate is materially higher than the market on Ferencvárosi TC.
- The model may see a slower-scoring or closer matchup than the market.
- Monitor line movement before kickoff — not a betting recommendation.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 3.40) — 4 goals materialised
- Both Teams To Score (Yes) matched the full-time result
- Over 2.5 goals aligned with the xG profile
What failed
- 1X2: model leaned Ferencvárosi TC; match finished Draw
- Exact score: outside the model's top score bins
Market lesson
The closing market differed from the model on Ferencvárosi TC by 18.2 percentage points (34.2% vs model 52.4%) — 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.
-
Jul 30, 2026 · 18:29 UTC Forecast generated
- Model 1X2 · Ferencvárosi TC 52.4% · Draw 23.7% · Twente 23.9%
- xG · Ferencvárosi TC 2.05 — Twente 1.35
-
Jul 30, 2026 · 18:00 UTC Opening odds snapshot PRE30
- 1X2 odds · Ferencvárosi TC 2.74 · Draw 3.91 · Twente 2.25
- Implied 1X2 · Ferencvárosi TC 34.3% · Draw 24.0% · Twente 41.7%
- Bookmaker · Pinnacle
-
Jul 30, 2026 · 18:29 UTC Closing snapshot recorded PRE1
- 1X2 odds · Ferencvárosi TC 2.74 · Draw 3.91 · Twente 2.25
- Implied 1X2 · Ferencvárosi TC 34.3% · Draw 24.0% · Twente 41.7%
- Bookmaker · Pinnacle
-
Jul 30, 2026 · 18:30 UTC Kickoff
-
FT Full-time result Draw · 2–2
-
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
48/100
· Moderate
- Validation: Warning
- Large market gap (18 pp)
- High xG deviation from league baseline (52%+)
Bukti
★★★★★
- Statistical edge detected
- Pricing remains divergent
- Validation warning
Pricing proximity (inverse gap)
3/100
Monitoring Confidence
17/100
Validation Report
Immutable Snapshot
Closing Odds
2.74
AI Fair Odds
—
CLV
Pending
Final Result
Draw · Ferencvárosi TC 2–2 Twente
Prediction
✖ Missed
Decision Grade
C
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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"closing_line_bundle": {
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"closing_1x2_probs_pct": {
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"early_capture": "PRE30",
"early_fetched_at": "2026-07-30 18:00:58",
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{
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"model_pct": 23.72
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{
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"movement": [
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},
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"edge": 18.2,
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"probability": 52.4
},
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{
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"authority_note": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"consensus_odds": 2.74,
"decision": "value_bet",
"disagreement_label": "Strong",
"disagreement_level": "strong",
"ev": 0.1016,
"ev_available": true,
"ev_display": {
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"raw_pct": 10.2,
"text": "+10.2%"
},
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"id": "1x2",
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"raw_signal_ev_display": "+43.6%",
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},
{
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"ev_under": null,
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"featured": false,
"id": "ou_2_5",
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},
{
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"id": "correct_score",
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"tier": "risk",
"top_label": "2-1",
"top_prob": 9.5
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "9/13",
"alert_breadth_note": "9/13 sportsbooks confirmed",
"alert_move": "\u2193 -10.2%",
"alert_team": "Twente",
"alert_title": "Sharp Money Alert",
"divergence_pp": 18.2,
"has_alert": true,
"hero_edge_pp": 18.18,
"hero_label": "Ferencv\u00e1rosi TC",
"market_prob_pct": 34.3,
"market_team": "Twente",
"model_prob_pct": 52.4,
"model_team": "Ferencv\u00e1rosi TC",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 59,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
"read_min": 5,
"title": "When Should You Trust AI Over the Market?",
"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"key": "steam",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
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"gap_pp": 18.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 18.2,
"summary": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 18.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 18.2,
"summary": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.1016,
"best_outlier_ev": 0.4357,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.7,
"decision_strength_v1": 7.0,
"decision_strength_v2": 3.7,
"decision_type": "VALUE_ALERT",
"execution_confidence": 17,
"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 AI model sees Ferencv\u00e1rosi TC at 52.4% vs market 34.3%.",
"why": [
{
"text": "AI identifies Ferencv\u00e1rosi TC as the stronger side (52.4%)",
"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 by xG uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 18.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"model_conflict_detail": null,
"model_lean": "Ferencv\u00e1rosi TC",
"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": "drift_against_model",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Ferencv\u00e1rosi TC \u00b7 decimal odds ~2.74 (derived from model% \u00d7 (1+EV)) \u00b7 EV +44% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1593525 \u00b7 snapshot=live-render \u00b7 odds\u22482.74 \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 +10.2% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +10.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +10.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.7/10 (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 +10.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.7/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "48 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "17 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+10.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"Decision strength: 3.7/10",
"Reliability below 65",
"Outlier price +44% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 48,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV"
],
"subline": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"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": 0.1016,
"consensus_ev_display": "+10.2%",
"consensus_odds": 2.74,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.3426,
"is_extreme_disagreement": false,
"model_prob": 0.524,
"raw_edge_display": "+18.1 percentage points",
"raw_edge_pp": 18.1,
"raw_implied_prob": 0.36496350364963503,
"raw_signal_ev": 0.4358,
"raw_signal_ev_display": "+43.6%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 51.9,
"reasons": [
"Elevated xG deviation 52%"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null
}
},
"bet_status": "no_bet",
"books_breadth_display": "9/13",
"breadth_ratio": 0.6923076923076923,
"evidence": {
"score": 76,
"signals": [
{
"icon": "\u2713",
"key": "statistical_edge",
"label": "Statistical edge detected",
"status": "pass"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Recent market move conflicts with the model favourite",
"status": "caution"
},
{
"icon": "!",
"key": "steam",
"label": "Sharp steam conflicts with model",
"status": "caution"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (18 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Steam conflicts with model",
"tone": "caution"
},
{
"key": "xg_calibration",
"label": "High xG deviation from league baseline (52%+)",
"tone": "caution"
}
],
"parts": {
"alignment": 15.9,
"data_quality": 12.0,
"market_coverage": 6.9,
"steam_coherence": 0.0,
"validation": 14.0
},
"score": 48,
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 18.18,
"market_agreement": "weak",
"max_gap_pp": 18.18,
"model_calibration": {
"away_xg": 1.35,
"calibration_status": "warning",
"deviation_pct": 52.0,
"elevated": true,
"home_xg": 2.05,
"impact_note": "Elevated xG vs league baseline \u2014 treat totals leans cautiously; prefer smaller discretionary stakes if you act.",
"league_avg_xg": 1.35,
"peak_xg": 2.05,
"status_label": "High deviation from league baseline",
"summary": "Home xG 2.05 \u00b7 Away xG 1.35 \u00b7 League avg 1.35 \u00b7 Peak deviation +52%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": -10.2,
"steam_conflicts": true,
"steam_move_display": "\u2193 -10.2%",
"steam_team": "Twente",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 17,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"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": 3,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 52,
"tier": "moderate",
"tier_label": "Moderate"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 3,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "no_bet",
"label": "No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 18.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 18.2,
"summary": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC."
},
"authority": {
"action": "no_bet",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 18.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 18.2,
"summary": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.1016,
"best_outlier_ev": 0.4357,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.7,
"decision_strength_v1": 7.0,
"decision_strength_v2": 3.7,
"decision_type": "VALUE_ALERT",
"execution_confidence": 17,
"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 AI model sees Ferencv\u00e1rosi TC at 52.4% vs market 34.3%.",
"why": [
{
"text": "AI identifies Ferencv\u00e1rosi TC as the stronger side (52.4%)",
"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 by xG uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 18.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"model_conflict_detail": null,
"model_lean": "Ferencv\u00e1rosi TC",
"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": "drift_against_model",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Ferencv\u00e1rosi TC \u00b7 decimal odds ~2.74 (derived from model% \u00d7 (1+EV)) \u00b7 EV +44% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1593525 \u00b7 snapshot=live-render \u00b7 odds\u22482.74 \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 +10.2% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +10.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +10.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.7/10 (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 +10.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.7/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "48 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "17 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+10.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"Decision strength: 3.7/10",
"Reliability below 65",
"Outlier price +44% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 48,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV"
],
"subline": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"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": 0.1016,
"consensus_ev_display": "+10.2%",
"consensus_odds": 2.74,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.3426,
"is_extreme_disagreement": false,
"model_prob": 0.524,
"raw_edge_display": "+18.1 percentage points",
"raw_edge_pp": 18.1,
"raw_implied_prob": 0.36496350364963503,
"raw_signal_ev": 0.4358,
"raw_signal_ev_display": "+43.6%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 51.9,
"reasons": [
"Elevated xG deviation 52%"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null
}
},
"headline": "No Primary Bet",
"icon": "\u25cb",
"label": "No Primary Bet",
"subline": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"tier": "observe"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Ferencv\u00e1rosi TC 2.05 xG vs Twente 1.35 \u2192 Ferencv\u00e1rosi TC 52.4%",
"Market: Twente ~34.3% implied",
"Market Steam: Twente \u2193 -10.2%"
],
"one_liner": "Model favours Ferencv\u00e1rosi TC, but sharp money moved toward Twente.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": 18.18,
"fair_prob": 52.44,
"label": "Ferencv\u00e1rosi TC",
"market_prob": 34.26,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": -0.3,
"fair_prob": 23.71,
"label": "Draw",
"market_prob": 24.01,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": -17.88,
"fair_prob": 23.85,
"label": "Twente",
"market_prob": 41.73,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": null,
"fair_prob": 66.0,
"label": "Over 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": null,
"fair_prob": 34.0,
"label": "Under 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": null,
"fair_prob": 65.7,
"label": "BTTS Yes",
"market_prob": null,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": null,
"fair_prob": 34.3,
"label": "BTTS No",
"market_prob": null,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "strong_disagreement",
"edge_pp": 18.18,
"fair_prob_pct": 52.44,
"hero_side": "home",
"hero_team_name": "Ferencv\u00e1rosi TC",
"market_prob_pct": 34.26,
"status": "strong_disagreement",
"steam_team_name": "Twente"
},
"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 Ferencv\u00e1rosi TC\u0027s win probability at 52.4%, compared with the closing market\u0027s implied probability of 34.3%, a difference of 18.2 percentage points. This highlights a substantial disagreement between the model\u0027s assessment and the market consensus, rather than indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "strong",
"edge_status": "strong_disagreement",
"max_gap_pp": 18.18,
"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": "Slight favourite",
"favourite_label": "Ferencv\u00e1rosi TC",
"forecast_certainty_tier": "medium",
"headline": "Slight edge match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 34.3,
"model_prob_gap_display": "+18.1 percentage points",
"model_prob_gap_pp": 18.1,
"model_prob_pct": 52.4,
"outcome_separation_tier": "medium",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+18.1 percentage points",
"gap_pp": 18.1,
"label": "Low convergence",
"label_key": "mi_fa_pricing_low"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 48,
"reliability_tier": "limited",
"summary": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "slight_edge",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Monitoring Confidence",
"score": 17,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"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": 3,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 52,
"tier": "moderate",
"tier_label": "Moderate"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 3,
"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: Ferencv\u00e1rosi TC 2.05 xG vs Twente 1.35 \u2192 Ferencv\u00e1rosi TC 52.4%",
"Market: Twente ~34.3% implied",
"Market Steam: Twente \u2193 -10.2%"
],
"one_liner": "Model favours Ferencv\u00e1rosi TC, but sharp money moved toward Twente.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "A lead outcome exists, but the match is not one-sided in the model.",
"tier": "medium",
"tier_label": "Medium"
},
"forecast_certainty_label": "Medium",
"has_market_probs": true,
"hero_edge_pp": 18.18,
"hero_label": "Ferencv\u00e1rosi TC",
"hero_side": "home",
"market_activity": "Twente odds shortened \u2193 -10.2%.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {
"bullets": [
"The model may see a slower-scoring or closer matchup than the market.",
"Monitor line movement before kickoff \u2014 not a betting recommendation."
],
"follow_up": "However, recent buying interest has been on Twente, with odds shortening by 10.2%.",
"gap_tier": "strong",
"lead": "The statistical fair estimate is materially higher than the market on Ferencv\u00e1rosi TC.",
"note": "Buying interest on Twente \u2014 odds shortened by 10.2%.",
"paragraphs": [
"The statistical fair estimate is materially higher than the market on Ferencv\u00e1rosi TC.",
"However, recent buying interest has been on Twente, with odds shortening by 10.2%.",
"Buying interest on Twente \u2014 odds shortened by 10.2%."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"The fair estimate favors Ferencv\u00e1rosi TC more strongly than current market pricing.",
"At the same time, Twente has attracted buying interest, with odds shortening by 10.2%."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 18.18,
"model_validation": {
"score_label_key": "mi_mv_warning",
"status": "warning"
},
"model_validation_label": "Warning",
"outcome_separation": {
"breakdown": [
"Favourite exceeds second outcome by 28.6 pp (at 52.4%)."
],
"lead_gap_pp": 28.6,
"max_prob_pct": 52.4,
"note": "How spread out the model 1X2 probabilities are \u2014 crowded splits mean no single outcome dominates. Not accuracy vs the market.",
"tier": "medium",
"tier_label": "Medium"
},
"outcome_separation_label": "Medium",
"overall_assessment": {
"badge_class": "strong",
"largest_gap_label": "Ferencv\u00e1rosi TC",
"largest_gap_pp": 18.2,
"lead": "The model rates Ferencv\u00e1rosi TC considerably stronger than the closing betting market.",
"level": "strong",
"max_gap_pp": 18.2,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": 18.18,
"edge_pp": 18.18,
"fair_prob_pct": 52.44,
"is_hero": true,
"label": "Ferencv\u00e1rosi TC",
"market_prob_pct": 34.26,
"side": "home",
"signal_key": "model_edge",
"signal_label": "Model Edge"
},
{
"difference_pp": -0.3,
"edge_pp": -0.3,
"fair_prob_pct": 23.71,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 24.01,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": -17.88,
"edge_pp": -17.88,
"fair_prob_pct": 23.85,
"is_hero": false,
"label": "Twente",
"market_prob_pct": 41.73,
"side": "away",
"signal_key": "market_higher",
"signal_label": "Market Higher"
}
],
"status": "strong_disagreement",
"status_label": "Strong Disagreement",
"steam_note": "Buying interest on Twente \u2014 odds shortened by 10.2%.",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Twente (34.3%).",
"However, Twente has attracted one of the strongest multi-book steam moves of the day (\u2193 -10.2%, 9/13).",
"This creates a conflict: Model \u2192 Ferencv\u00e1rosi TC, Market \u2192 Twente, Recent sharp money \u2192 Twente.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 36.5,
"closing_odds": 2.74,
"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": 36.5,
"entry_odds": 2.74,
"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": {
"books_reacting": 9,
"books_reacting_detail": [
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2193 -15.0%",
"odds_delta_pct": -15.0
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2193 -12.2%",
"odds_delta_pct": -12.2
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2193 -10.4%",
"odds_delta_pct": -10.4
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2193 -10.2%",
"odds_delta_pct": -10.2
},
{
"bookmaker_id": 1,
"bookmaker_name": "10Bet",
"is_sharp": false,
"move_delta_display": "\u2193 -10.0%",
"odds_delta_pct": -10.0
},
{
"bookmaker_id": 16,
"bookmaker_name": "Unibet",
"is_sharp": false,
"move_delta_display": "\u2193 -9.3%",
"odds_delta_pct": -9.3
},
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2193 -8.2%",
"odds_delta_pct": -8.2
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2193 -4.3%",
"odds_delta_pct": -4.3
},
{
"bookmaker_id": 9,
"bookmaker_name": "Dafabet",
"is_sharp": false,
"move_delta_display": "\u2193 -2.1%",
"odds_delta_pct": -2.1
}
],
"books_total": 13,
"breadth_display": "9/13",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 2.2,
"is_drift": false,
"move_context": "Largest move today",
"move_display": "\u2193 -10.2%",
"move_pct_abs": 10.2,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 107h 19m",
"narrative_paragraphs": [
"Multi-book steam on Twente (10.2%, 9/13) \u2014 aligned shortening, not a single-book blip.",
"A meaningful move led by sharper sportsbooks, with moderate market confirmation."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": -10.2,
"odds_path": {
"chart_y_labels": [
"2.45",
"2.33",
"2.20"
],
"display": "2.67 \u2192 2.06 \u2192 2.20",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 107h 19m",
"pick_team": "Twente",
"points": [
{
"label_key": "open",
"value": "2.67"
},
{
"label_key": "extreme",
"value": "2.06"
},
{
"label_key": "current",
"value": "2.20"
}
],
"sparkline_points": [
2.45,
2.25,
2.2
],
"sparkline_polyline": "0.0,0.0 28.0,14.4 56.0,18.0",
"sparkline_trend": "down",
"sparkline_trend_label": "One-way drop",
"summary_boxes": [
{
"label_key": "open",
"value": "2.45"
},
{
"label_key": "low",
"value": "2.20"
},
{
"label_key": "high",
"value": "2.45"
},
{
"label_key": "current",
"value": "2.20"
}
]
},
"open_odds": 2.45,
"page_alert_line": "Strong steam move across 9/13 sportsbooks on Twente",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "Twente",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "confirm",
"signal_icon": "\ud83d\udcc8",
"signal_impact": {
"current_odds": 2.2,
"is_drift": false,
"label": "Sharp signal",
"move_display": "\u2193 -10.2%",
"open_odds": 2.45,
"summary": "Market moved toward Twente while the model still favours another side.",
"team": "Twente",
"tone": "against"
},
"signal_key": "market_steam",
"signal_label": "Steam",
"steam_score": 59,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "9/13",
"current_odds": 2.2,
"move_display": "\u2193 -10.2%",
"open_odds": 2.45,
"pick_team": "Twente",
"steam_score": 59,
"steam_team_name": "Twente",
"steam_tier": "B"
},
"premium_teaser": {
"current_divergence_pp": 18.2,
"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": {
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Twente",
"away_team_id": 415,
"away_team_logo": "/static/teams/415.webp",
"away_team_name": "Twente",
"away_team_slug": "twente",
"country_code": null,
"country_display_name": "World",
"country_flag": null,
"country_id": 168,
"country_name": "World",
"fixture_id": 1593525,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Hungary",
"home_team_display_name": "Ferencv\u00e1rosi TC",
"home_team_id": 651,
"home_team_logo": "/static/teams/651.webp",
"home_team_name": "Ferencv\u00e1rosi TC",
"home_team_slug": "ferencvarosi-tc",
"league_country": "World",
"league_country_display": "World",
"league_display_name": "Liga Europa UEFA",
"league_id": 3,
"league_logo": "/static/leagues/3.webp",
"league_name": "Liga Europa UEFA",
"league_season": 2026,
"match_date": "2026-07-30 18:30:00",
"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": "Budapest",
"venue_name": "Groupama Arena"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 7.5
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.3296,
"best_odd": 2.25,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0588,
"ev": -0.1935,
"implied_prob": 0.4173,
"joint_probs": {
"away": 0.4173,
"draw": 0.2401,
"home": 0.3426
},
"model_prob": 0.2389,
"p_final": 0.3585
},
"draw": {
"alpha": 0.2987,
"best_odd": 3.91,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0009,
"ev": -0.0646,
"implied_prob": 0.2401,
"joint_probs": {
"away": 0.4173,
"draw": 0.2401,
"home": 0.3426
},
"model_prob": 0.2372,
"p_final": 0.2392
},
"ev_available": true,
"home": {
"alpha": 0.3276,
"best_odd": 2.74,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0594,
"ev": 0.1016,
"implied_prob": 0.3426,
"joint_probs": {
"away": 0.4173,
"draw": 0.2401,
"home": 0.3426
},
"model_prob": 0.524,
"p_final": 0.402
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 2.25,
"edge": -0.2056,
"ev": -0.4626,
"implied_prob": 0.4444,
"model_prob": 0.2389
},
"draw": {
"best_odd": 3.91,
"edge": -0.0186,
"ev": -0.0727,
"implied_prob": 0.2558,
"model_prob": 0.2372
},
"ev_available": true,
"home": {
"best_odd": 2.74,
"edge": 0.159,
"ev": 0.4357,
"implied_prob": 0.365,
"model_prob": 0.524
}
},
"btts": {
"ev_available": false,
"n_bookmakers": 0,
"reliability": "low"
},
"ou25": {
"ev_available": false,
"n_bookmakers": 0,
"reliability": "low"
}
},
"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": 3.4,
"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": 0.1016,
"best_outlier_ev": 0.4357,
"best_tracked_ev": 0.1016,
"confidence": 7.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_primary_ev_above_10"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Primary EV above 10% (+1.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV"
],
"score": 3.7,
"score_v1_legacy": 7.0,
"score_v2_pre_penalty": 3.7,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV"
],
"score": 3.7,
"score_pre_penalty": 3.7
},
"decision_type": "VALUE_ALERT",
"execution": {
"1x2_dominant": true,
"1x2_open_contest": false,
"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": 18.2,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 18.2,
"summary": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.1016,
"best_outlier_ev": 0.4357,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.7,
"decision_strength_v1": 7.0,
"decision_strength_v2": 3.7,
"decision_type": "VALUE_ALERT",
"execution_confidence": 17,
"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 AI model sees Ferencv\u00e1rosi TC at 52.4% vs market 34.3%.",
"why": [
{
"text": "AI identifies Ferencv\u00e1rosi TC as the stronger side (52.4%)",
"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 by xG uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 18.1,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "No Primary Bet",
"hero_mode": "default",
"icon": "\u25cb",
"label": "No Primary Bet",
"market_signal": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"model_conflict_detail": null,
"model_lean": "Ferencv\u00e1rosi TC",
"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": "drift_against_model",
"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": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Ferencv\u00e1rosi TC \u00b7 decimal odds ~2.74 (derived from model% \u00d7 (1+EV)) \u00b7 EV +44% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1593525 \u00b7 snapshot=live-render \u00b7 odds\u22482.74 \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 +10.2% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +10.2% meets Primary gate (\u2265+5.0%)",
"ok": true
},
{
"key": "gate",
"label": "Reliability below 65",
"ok": false
}
],
"lean_ev_threshold_pct": 2.0,
"primary_ev_threshold_pct": 5.0,
"subtitle": "Primary needs consensus EV \u2265 +5.0% plus reliability/execution/calibration gates (Decision Strength is explain-only). Lean/tracked gate is +2.0% (selective only \u2014 not default Primary sizing).",
"title": "Why not Primary?"
},
"primary_gate_checklist": "Gate checklist: Consensus EV +10.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.7/10 (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 +10.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.7/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "48 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "17 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": false,
"value": "conflict"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+10.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"Decision strength: 3.7/10",
"Reliability below 65",
"Outlier price +44% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 48,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV"
],
"subline": "The market has moved toward Twente, but the model still strongly favours Ferencv\u00e1rosi TC.",
"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": 0.1016,
"consensus_ev_display": "+10.2%",
"consensus_odds": 2.74,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.3426,
"is_extreme_disagreement": false,
"model_prob": 0.524,
"raw_edge_display": "+18.1 percentage points",
"raw_edge_pp": 18.1,
"raw_implied_prob": 0.36496350364963503,
"raw_signal_ev": 0.4358,
"raw_signal_ev_display": "+43.6%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 51.9,
"reasons": [
"Elevated xG deviation 52%"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null
}
},
"game_type": {
"label_zh": "\u5927\u5f00\u5927\u5408\uff08\u8fdb\u7403\u578b\uff09",
"scoring_type": "high_scoring",
"signals": {
"btts_yes_prob": 0.657,
"draw_prob": 0.2372,
"max_1x2_prob": 0.524,
"over_prob": 0.66,
"total_xg": 3.4,
"under_prob": 0.34,
"xg_diff": 0.7
},
"type": "high_scoring",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 2.74,
"decision": "value_bet",
"edge": 0.0594,
"ev": 0.1016,
"implied_prob": 0.3426,
"max_ev_side": "home",
"model_prob": 0.524,
"side": "home",
"side_label": "Ferencv\u00e1rosi TC"
},
"btts": {
"decision": "lean",
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.657,
"side": "yes",
"value_side": "yes"
},
"ou_2_5": {
"decision": "lean",
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.66,
"side": "over",
"value_side": "over"
}
},
"match_id": 1593525,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.1016,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.2389,
"draw": 0.2372,
"home": 0.524
},
"reason_codes": [
"high_total_goals"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Twente",
"home": "Ferencv\u00e1rosi TC"
},
"top_pick": {
"composite_score": 0.042591,
"decision": "value_bet",
"ev": 0.1016,
"implied_prob": 0.3426,
"market": "1x2",
"model_prob": 0.524,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "home",
"side_label": "Ferencv\u00e1rosi TC",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": 0.1016,
"consensus_ev_display": "+10.2%",
"consensus_odds": 2.74,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.3426,
"is_extreme_disagreement": false,
"model_prob": 0.524,
"raw_edge_display": "+18.1 percentage points",
"raw_edge_pp": 18.1,
"raw_implied_prob": 0.36496350364963503,
"raw_signal_ev": 0.4358,
"raw_signal_ev_display": "+43.6%"
}
}
},
"fixture_id": 1593525,
"generated_at_utc": "2026-07-30T18:29:56.599443+00:00",
"lang_id": "en"
}
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Langgan Sekarang
Liga Europa UEFA — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Juventus | 1 | 1 | 0 | 0 | 3 |
| 2 | Crystal Palace | 1 | 1 | 0 | 0 | 3 |
| 3 | Sparta Praha | 1 | 1 | 0 | 0 | 3 |
| 4 | Beşiktaş | 1 | 1 | 0 | 0 | 3 |
| 5 | Union Saint-Gilloise | 1 | 1 | 0 | 0 | 3 |
| 6 | Ferencvárosi TC | 1 | 1 | 0 | 0 | 3 |
| 7 | Benfica | 1 | 1 | 0 | 0 | 3 |
| 8 | Bayer Leverkusen | 1 | 1 | 0 | 0 | 3 |
| 9 | OFI | 1 | 1 | 0 | 0 | 3 |
| 10 | Bournemouth | 1 | 1 | 0 | 0 | 3 |
| 11 | Lyon | 1 | 1 | 0 | 0 | 3 |
| 12 | Torreense | 1 | 1 | 0 | 0 | 3 |
| 13 | Olympiakos Piraeus | 1 | 1 | 0 | 0 | 3 |
| 14 | Red Bull Salzburg | 1 | 1 | 0 | 0 | 3 |
| 15 | Sunderland | 1 | 1 | 0 | 0 | 3 |
| 16 | Omonia Nicosia | 1 | 1 | 0 | 0 | 3 |
| 17 | Sturm Graz | 1 | 0 | 1 | 0 | 1 |
| 18 | Rennes | 1 | 0 | 1 | 0 | 1 |
| 19 | Dinamo Zagreb | 1 | 0 | 1 | 0 | 1 |
| 20 | Hapoel Beer Sheva | 1 | 0 | 1 | 0 | 1 |
| 21 | Jagiellonia | 1 | 0 | 0 | 1 | 0 |
| 22 | Real Sociedad | 1 | 0 | 0 | 1 | 0 |
| 23 | Anderlecht | 1 | 0 | 0 | 1 | 0 |
| 24 | Lillestrøm | 1 | 0 | 0 | 1 | 0 |
| 25 | Celta Vigo | 1 | 0 | 0 | 1 | 0 |
| 26 | AZ Alkmaar | 1 | 0 | 0 | 1 | 0 |
| 27 | Levski Sofia | 1 | 0 | 0 | 1 | 0 |
| 28 | Celtic | 1 | 0 | 0 | 1 | 0 |
| 29 | 1899 Hoffenheim | 1 | 0 | 0 | 1 | 0 |
| 30 | AC Milan | 1 | 0 | 0 | 1 | 0 |
| 31 | Celje | 1 | 0 | 0 | 1 | 0 |
| 32 | Marseille | 1 | 0 | 0 | 1 | 0 |
| 33 | Ararat-Armenia | 1 | 0 | 0 | 1 | 0 |
| 34 | Plzen | 1 | 0 | 0 | 1 | 0 |
| 35 | Lech Poznań | 1 | 0 | 0 | 1 | 0 |
| 36 | NEC Nijmegen | 1 | 0 | 0 | 1 | 0 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Juventus | 1 | 5 | 0 | +5 | 3 |
| 2 | Crystal Palace | 1 | 4 | 0 | +4 | 3 |
| 3 | Sparta Praha | 1 | 4 | 1 | +3 | 3 |
| 4 | Beşiktaş | 1 | 4 | 1 | +3 | 3 |
| 5 | Union Saint-Gilloise | 1 | 3 | 0 | +3 | 3 |
| 6 | Ferencvárosi TC | 1 | 3 | 1 | +2 | 3 |
| 7 | Benfica | 1 | 2 | 0 | +2 | 3 |
| 8 | Bayer Leverkusen | 1 | 2 | 0 | +2 | 3 |
| 9 | OFI | 1 | 2 | 0 | +2 | 3 |
| 10 | Bournemouth | 1 | 2 | 1 | +1 | 3 |
| 11 | Lyon | 1 | 2 | 1 | +1 | 3 |
| 12 | Torreense | 1 | 2 | 1 | +1 | 3 |
| 13 | Olympiakos Piraeus | 1 | 2 | 1 | +1 | 3 |
| 14 | Red Bull Salzburg | 1 | 1 | 0 | +1 | 3 |
| 15 | Sunderland | 1 | 1 | 0 | +1 | 3 |
| 16 | Omonia Nicosia | 1 | 1 | 0 | +1 | 3 |
| 17 | Jagiellonia | 1 | 1 | 2 | -1 | 0 |
| 18 | Real Sociedad | 1 | 1 | 2 | -1 | 0 |
| 19 | Anderlecht | 1 | 1 | 2 | -1 | 0 |
| 20 | Lillestrøm | 1 | 1 | 2 | -1 | 0 |
| 21 | Celtic | 1 | 1 | 3 | -2 | 0 |
| 22 | Marseille | 1 | 1 | 4 | -3 | 0 |
| 23 | Ararat-Armenia | 1 | 1 | 4 | -3 | 0 |
| 24 | Sturm Graz | 1 | 0 | 0 | 0 | 1 |
| 25 | Rennes | 1 | 0 | 0 | 0 | 1 |
| 26 | Dinamo Zagreb | 1 | 0 | 0 | 0 | 1 |
| 27 | Hapoel Beer Sheva | 1 | 0 | 0 | 0 | 1 |
| 28 | Celta Vigo | 1 | 0 | 1 | -1 | 0 |
| 29 | AZ Alkmaar | 1 | 0 | 1 | -1 | 0 |
| 30 | Levski Sofia | 1 | 0 | 1 | -1 | 0 |
| 31 | 1899 Hoffenheim | 1 | 0 | 2 | -2 | 0 |
| 32 | AC Milan | 1 | 0 | 2 | -2 | 0 |
| 33 | Celje | 1 | 0 | 2 | -2 | 0 |
| 34 | Plzen | 1 | 0 | 3 | -3 | 0 |
| 35 | Lech Poznań | 1 | 0 | 4 | -4 | 0 |
| 36 | NEC Nijmegen | 1 | 0 | 5 | -5 | 0 |
| # | PASUKAN | P | xG | xGC | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Olympiakos Piraeus | 1 | 2.5 | 0.5 | +2.0 | 3 |
| 2 | Sunderland | 1 | 2.9 | 1.5 | +1.4 | 3 |
| 3 | Bayer Leverkusen | 1 | 1.9 | 0.9 | +1.0 | 3 |
| 4 | Rennes | 1 | 1.8 | 0.8 | +1.0 | 1 |
| 5 | Celta Vigo | 1 | 1.2 | 0.3 | +0.9 | 0 |
| 6 | Sparta Praha | 1 | 2.5 | 1.9 | +0.6 | 3 |
| 7 | Hapoel Beer Sheva | 1 | 0.8 | 0.3 | +0.5 | 1 |
| 8 | AC Milan | 1 | 1.0 | 0.6 | +0.4 | 0 |
| 9 | Anderlecht | 1 | 1.4 | 1.3 | +0.1 | 0 |
| 10 | Lyon | 1 | 1.3 | 1.4 | -0.1 | 3 |
| 11 | Benfica | 1 | 0.6 | 1.0 | -0.4 | 3 |
| 12 | Dinamo Zagreb | 1 | 0.3 | 0.8 | -0.5 | 1 |
| 13 | Ararat-Armenia | 1 | 1.9 | 2.5 | -0.6 | 0 |
| 14 | Omonia Nicosia | 1 | 0.3 | 1.2 | -0.9 | 3 |
| 15 | Celje | 1 | 0.9 | 1.9 | -1.0 | 0 |
| 16 | Sturm Graz | 1 | 0.8 | 1.8 | -1.0 | 1 |
| 17 | AZ Alkmaar | 1 | 1.5 | 2.9 | -1.4 | 0 |
| 18 | Jagiellonia | 1 | 0.5 | 2.5 | -2.0 | 0 |
| 19 | Juventus | 1 | — | — | — | 3 |
| 20 | Crystal Palace | 1 | — | — | — | 3 |
| 21 | Beşiktaş | 1 | — | — | — | 3 |
| 22 | Union Saint-Gilloise | 1 | — | — | — | 3 |
| 23 | Ferencvárosi TC | 1 | — | — | — | 3 |
| 24 | OFI | 1 | — | — | — | 3 |
| 25 | Bournemouth | 1 | — | — | — | 3 |
| 26 | Torreense | 1 | — | — | — | 3 |
| 27 | Red Bull Salzburg | 1 | — | — | — | 3 |
| 28 | Real Sociedad | 1 | — | — | — | 0 |
| 29 | Lillestrøm | 1 | — | — | — | 0 |
| 30 | Levski Sofia | 1 | — | — | — | 0 |
| 31 | Celtic | 1 | — | — | — | 0 |
| 32 | 1899 Hoffenheim | 1 | — | — | — | 0 |
| 33 | Marseille | 1 | — | — | — | 0 |
| 34 | Plzen | 1 | — | — | — | 0 |
| 35 | Lech Poznań | 1 | — | — | — | 0 |
| 36 | NEC Nijmegen | 1 | — | — | — | 0 |
