The model missed the final outcome (Gefle IF win 3–1).
The model had projected Järfälla at 35.6%, but the full-time result went the other way.
Pasaran yang dijejaki vs hasil sepenuh masa
Gred ramalan
F
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Under 2.5 Over 2.5 (4 matlamat) ✖ tak betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Ya ✖ tak betul
- 1X2 Järfälla Gefle IF ✖ tak betul
- Cerapan skor tepat 1-1, 0-1, 1-0, 1-2, 2-1 3-1 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Gefle IF | 34.7% | 55.4% | -20.7 pp | Market Higher |
| Draw | 29.6% | 23.2% | +6.4 pp | Model Higher |
| Järfälla | 35.6% | 21.4% | +14.3 pp | Model Edge |
The closing market estimates Gefle IF's win probability at 55.4%, compared with the model's estimate of 34.7%, a difference of 20.7 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: PRE5.
Selepas sepenuh masa, hasilnya ialah Gefle IF win 3–1.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 4 goals materialised
What failed
- Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (4 goals)
Market lesson
The closing market differed from the model on Järfälla by 20.7 percentage points (56.3% vs model 35.6%) — in this case the market view proved closer.
Laman pertaruhan premium stake: pengguna baharu boleh guna kod promo FHn2uDc1. Daftar sekarang
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Sep 12, 2026 · 13:56 UTC Forecast generated
- Model 1X2 · Gefle IF 34.7% · Draw 29.7% · Järfälla 35.6%
- xG · Gefle IF 1.29 — Järfälla 1.31
-
Sep 12, 2026 · 13:32 UTC Opening odds snapshot PRE30
- 1X2 odds · Gefle IF 1.65 · Draw 3.94 · Järfälla 4.28
- Implied 1X2 · Gefle IF 55.4% · Draw 23.2% · Järfälla 21.4%
- Bookmaker · Pinnacle
-
Sep 12, 2026 · 13:56 UTC Closing snapshot recorded PRE5
- 1X2 odds · Gefle IF 1.65 · Draw 3.94 · Järfälla 4.28
- Implied 1X2 · Gefle IF 55.4% · Draw 23.2% · Järfälla 21.4%
- Bookmaker · Pinnacle
-
Sep 12, 2026 · 14:00 UTC Kickoff
-
FT Full-time result Gefle IF win · 3–1
-
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:
Cautious / Wait
Label sejarah: Originally displayed as "Wait for validation".
Keputusan Sejarah
Wait
Hasil
Missed
Metrik pra-padanan (konteks sejarah)
Kebolehpercayaan Ramalan
53/100
· Moderate
- Validation: Warning
- Large market gap (21 pp)
Bukti
★★★★★
- No strong statistical edge
- Pricing remains divergent
- Validation warning
Pricing proximity (inverse gap)
0/100
Monitoring Confidence
15/100
Validation Report
Immutable Snapshot
Closing Odds
1.65
AI Fair Odds
—
CLV
Pending
Final Result
Gefle IF win · Gefle IF 3–1 Järfälla
Prediction
✖ Missed
Decision Grade
F
Model Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Semakan Soalan Lazim
- Sejauh manakah ramalan itu tepat?
- Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
- Apakah ukuran Ketepatan xG?
- Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
- Mengapakah skor tepat tidak diramalkan?
- Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
- Adakah ini meningkatkan rekod AI?
- Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.
Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.
Taklimat AI untuk perlawanan ini belum tersedia. Selepas naik taraf pelayan, jalankan semula “Batch generate odds” untuk menjana ringkasan.
View technical JSON
{
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"dc_rho": -0.13,
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"prediction_confidence": "very_low",
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"api_prediction": {
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"main_pick_display": "No Strong Winner Bet",
"percent_away": "10%",
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},
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"pick": "Yes",
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],
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"options": [
{
"key": "1X",
"label": "Gefle IF or Draw",
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{
"key": "12",
"label": "Gefle IF or J\u00e4rf\u00e4lla",
"prob": 70.3
},
{
"key": "X2",
"label": "Draw or J\u00e4rf\u00e4lla",
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}
],
"pick_key": "12",
"pick_label": "Gefle IF or J\u00e4rf\u00e4lla",
"pick_prob": 70.3
},
"match_winner": {
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"lean_key": "away",
"lean_label": "J\u00e4rf\u00e4lla"
},
"over_under": {
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},
"prob_source": "poisson",
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}
},
"closing_line_bundle": {
"away_team": "J\u00e4rf\u00e4lla",
"closing_1x2_probs_pct": {
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},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE5",
"closing_fetched_at": "2026-09-12 13:56:04",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-09-12 13:32:10",
"has_data": true,
"home_team": "Gefle IF",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
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{
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{
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{
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{
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{
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{
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{
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"movement_negligible": true,
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"status_key": "positive_edge"
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"most_likely": {
"label": "1-1",
"prob": 12.6
},
"top5": [
{
"label": "1-1",
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},
{
"label": "0-1",
"prob": 9.7
},
{
"label": "1-0",
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},
{
"label": "1-2",
"prob": 8.2
},
{
"label": "2-1",
"prob": 8.1
}
]
},
"home_xg": 1.29,
"homepage_pick": null,
"market_cards": [
{
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"edge": 0.0158,
"edge_pp": 1.6,
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"n_bookmakers": 4,
"over": {
"alpha": 0.2178,
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"edge": -0.0174,
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"implied_prob": 0.562,
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"p_final": 0.5446
},
"p_final": 0.4538,
"prediction_confidence": "very_low",
"raw_edge_pp": 8.0,
"raw_signal_ev": 0.1033,
"risk_adj_ev": -0.0333,
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},
"value_side": "under"
},
"ev_available": true,
"ev_over": -0.1951,
"ev_over_display": {
"capped": false,
"raw_pct": -19.5,
"text": "-19.5%"
},
"ev_under": 0.1137,
"ev_under_display": {
"capped": false,
"raw_pct": 11.4,
"text": "+11.4%"
},
"featured": true,
"id": "ou_2_5",
"max_ev": 0.1137,
"n_bookmakers": 4,
"over_prob": 48.2,
"sort_key": 10252.33,
"tier": "best",
"under_prob": 51.8,
"value_side": "under"
},
{
"authority_action": "wait",
"authority_note": "Model validation or guard rules block actionable value signals.",
"consensus_odds": 4.28,
"decision": "small_edge",
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"ev": 0.0103,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": 1.0,
"text": "+1.0%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.2137,
"is_extreme_disagreement": false,
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"max_ev_display": {
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"text": "+1.0%"
},
"model_prob": 0.3559,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_signal_ev": 0.5233,
"raw_signal_ev_display": "+52.3%",
"show_primary_label": false,
"side_label": "J\u00e4rf\u00e4lla",
"sort_key": 5208.24,
"tier": "lean"
},
{
"decision": "lean",
"decision_layer": {
"alpha": 0.2213,
"available": true,
"consensus_odds": 2.065,
"edge": 0.0024,
"edge_pp": 0.2,
"market_prob": 0.4441,
"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 4,
"no": {
"alpha": 0.2213,
"best_odd": 2.065,
"edge": 0.0024,
"ev": -0.0779,
"implied_prob": 0.4441,
"model_prob": 0.455,
"p_final": 0.4465
},
"p_final": 0.4465,
"prediction_confidence": "very_low",
"raw_edge_pp": 1.1,
"raw_signal_ev": -0.0604,
"risk_adj_ev": -0.0779,
"value_side": "no",
"yes": {
"alpha": 0.2435,
"best_odd": 1.65,
"edge": -0.0026,
"ev": -0.0872,
"implied_prob": 0.5559,
"model_prob": 0.545,
"p_final": 0.5532
}
},
"ev_available": true,
"ev_no": -0.0445,
"ev_no_display": {
"capped": false,
"raw_pct": -4.5,
"text": "-4.5%"
},
"ev_yes": -0.0571,
"ev_yes_display": {
"capped": false,
"raw_pct": -5.7,
"text": "-5.7%"
},
"featured": false,
"id": "btts",
"max_ev": -0.0445,
"n_bookmakers": 4,
"no_prob": 45.5,
"sort_key": 1788.875,
"tier": "bad_ev",
"value_side": "no",
"yes_prob": 54.5
},
{
"featured": false,
"id": "correct_score",
"sort_key": 817.8,
"tier": "risk",
"top_label": "1-1",
"top_prob": 12.6
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "",
"alert_breadth_note": "",
"alert_move": "",
"alert_team": "",
"alert_title": "Sharp Money Alert",
"divergence_pp": 20.7,
"has_alert": false,
"hero_edge_pp": -20.72,
"hero_label": "Gefle IF",
"market_prob_pct": 21.4,
"market_team": "Gefle IF",
"model_prob_pct": 35.6,
"model_team": "J\u00e4rf\u00e4lla",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": null,
"steam_subtitle": "",
"steam_tier": "",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
"read_min": 5,
"title": "When Should You Trust AI Over the Market?",
"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"key": "steam",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 20.7,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 20.7,
"summary": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla."
},
"authority": {
"action": "wait",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 20.7,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 20.7,
"summary": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.1137,
"best_outlier_ev": 0.5234,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 3.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 17,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Wait - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates J\u00e4rf\u00e4lla at 35.6%, compared with a no-vig market probability of 21.4%.",
"why": [
{
"text": "Decision Model identifies J\u00e4rf\u00e4lla as the value side (35.6%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Wait - No Primary Bet",
"hero_mode": "default",
"icon": "\u23f8",
"label": "Wait for validation",
"market_signal": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla.",
"model_conflict_detail": null,
"model_lean": "J\u00e4rf\u00e4lla",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "probability_gap",
"tone": "warn"
},
"secondary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market OU_2_5 \u00b7 side J\u00e4rf\u00e4lla \u00b7 decimal odds ~2.94 (derived from model% \u00d7 (1+EV)) \u00b7 EV +52% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1505254 \u00b7 snapshot=live-render \u00b7 odds\u22482.94 \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 +11.4% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +11.4% 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 +11.4% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (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 +11.4% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "59 (\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": "+11.4% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +52% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 59,
"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",
"Low xG separation (league-average noise)"
],
"subline": "Model validation or guard rules block actionable value signals.",
"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": "wait",
"validation_ok": false,
"value_context": {
"consensus_ev": 0.0103,
"consensus_ev_display": "+1.0%",
"consensus_odds": 4.28,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2137,
"is_extreme_disagreement": false,
"model_prob": 0.3559,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.2336448598130841,
"raw_signal_ev": 0.5233,
"raw_signal_ev_display": "+52.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -3.0,
"reasons": [
"Low xG separation gap=0.02 (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": 0.02
}
}
},
"bet_status": "wait",
"books_breadth_display": "4/5",
"breadth_ratio": 0.8,
"evidence": {
"score": 55,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Recent market move conflicts with the model favourite",
"status": "caution"
},
{
"icon": "\u25cb",
"key": "steam",
"label": "Sharp steam detected",
"status": "neutral"
},
{
"icon": "!",
"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 (21 pp)",
"tone": "caution"
}
],
"parts": {
"alignment": 14.6,
"data_quality": 12.0,
"market_coverage": 8.0,
"steam_coherence": 5.0,
"validation": 14.0
},
"score": 59,
"stars": 2,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 20.72,
"market_agreement": "weak",
"max_gap_pp": 20.72,
"model_calibration": {
"away_xg": 1.31,
"calibration_status": "ok",
"deviation_pct": -3.0,
"elevated": false,
"home_xg": 1.29,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.31,
"status_label": "Within typical league range",
"summary": "Home xG 1.29 \u00b7 Away xG 1.31 \u00b7 League avg 1.35 \u00b7 Peak deviation -3%",
"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": "Gefle IF",
"suppress_execution": true,
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 35,
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "wait",
"label": "Wait - No Primary Bet"
}
},
"verdict": {
"agree_note": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 20.7,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 20.7,
"summary": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla."
},
"authority": {
"action": "wait",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 20.7,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 20.7,
"summary": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.1137,
"best_outlier_ev": 0.5234,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 3.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 17,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Wait - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates J\u00e4rf\u00e4lla at 35.6%, compared with a no-vig market probability of 21.4%.",
"why": [
{
"text": "Decision Model identifies J\u00e4rf\u00e4lla as the value side (35.6%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Wait - No Primary Bet",
"hero_mode": "default",
"icon": "\u23f8",
"label": "Wait for validation",
"market_signal": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla.",
"model_conflict_detail": null,
"model_lean": "J\u00e4rf\u00e4lla",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "probability_gap",
"tone": "warn"
},
"secondary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market OU_2_5 \u00b7 side J\u00e4rf\u00e4lla \u00b7 decimal odds ~2.94 (derived from model% \u00d7 (1+EV)) \u00b7 EV +52% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1505254 \u00b7 snapshot=live-render \u00b7 odds\u22482.94 \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 +11.4% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +11.4% 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 +11.4% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (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 +11.4% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "59 (\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": "+11.4% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +52% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 59,
"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",
"Low xG separation (league-average noise)"
],
"subline": "Model validation or guard rules block actionable value signals.",
"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": "wait",
"validation_ok": false,
"value_context": {
"consensus_ev": 0.0103,
"consensus_ev_display": "+1.0%",
"consensus_odds": 4.28,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2137,
"is_extreme_disagreement": false,
"model_prob": 0.3559,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.2336448598130841,
"raw_signal_ev": 0.5233,
"raw_signal_ev_display": "+52.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -3.0,
"reasons": [
"Low xG separation gap=0.02 (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": 0.02
}
}
},
"headline": "Wait - No Primary Bet",
"icon": "\u23f8",
"label": "Wait for validation",
"subline": "Model validation or guard rules block actionable value signals.",
"tier": "wait"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Gefle IF 1.29 xG vs J\u00e4rf\u00e4lla 1.31 \u2192 J\u00e4rf\u00e4lla 35.6%",
"Market: Gefle IF ~21.4% implied",
"Market Steam: Gefle IF +0.0%"
],
"one_liner": "Model leans J\u00e4rf\u00e4lla, but market pricing diverges by 21 pp.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -20.72,
"fair_prob": 34.7,
"label": "Gefle IF",
"market_prob": 55.42,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 6.44,
"fair_prob": 29.65,
"label": "Draw",
"market_prob": 23.21,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 14.27,
"fair_prob": 35.64,
"label": "J\u00e4rf\u00e4lla",
"market_prob": 21.37,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -8.0,
"fair_prob": 48.2,
"label": "Over 2.5",
"market_prob": 56.2,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 8.0,
"fair_prob": 51.8,
"label": "Under 2.5",
"market_prob": 43.8,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -0.81,
"fair_prob": 54.5,
"label": "BTTS Yes",
"market_prob": 55.31,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 0.81,
"fair_prob": 45.5,
"label": "BTTS No",
"market_prob": 44.69,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "extreme_disagreement",
"edge_pp": -20.72,
"fair_prob_pct": 34.7,
"hero_side": "home",
"hero_team_name": "Gefle IF",
"market_prob_pct": 55.42,
"status": "strong_market_ahead",
"steam_team_name": "Gefle IF"
},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "PRE5",
"closing_footnote": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE5.",
"comparison_available": true,
"comparison_disabled": false,
"comparison_summary": "The closing market estimates Gefle IF\u0027s win probability at 55.4%, compared with the model\u0027s estimate of 34.7%, a difference of 20.7 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": "extreme",
"edge_status": "strong_market_ahead",
"max_gap_pp": 20.72,
"suppress_hero": false,
"suppress_value_language": true
},
"divergence_label": "Extreme model-market divergence",
"divergence_level": "extreme",
"divergence_level_label": "Extreme divergence",
"divergence_note": "The fair estimate differs substantially from current market pricing. Large divergences can occur when rating inputs are incomplete, team-strength estimates are uncertain, or the market incorporates information not present in the model. Interpret with caution.",
"divergence_tier": "extreme",
"edge_label": "Extreme disagreement",
"edge_label_key": "extreme_disagreement",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE5.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "J\u00e4rf\u00e4lla",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Conflicts with model",
"positive": false
},
"market_prob_pct": 21.4,
"model_prob_gap_display": "+14.2 percentage points",
"model_prob_gap_pp": 14.2,
"model_prob_pct": 35.6,
"outcome_separation_tier": "low",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+14.2 percentage points",
"gap_pp": 14.2,
"label": "Moderate",
"label_key": "mi_fa_pricing_moderate"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 59,
"reliability_tier": "limited",
"summary": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla. This disagreement reduces confidence and prevents a Primary bet.",
"tier": "balanced",
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 35,
"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": 10,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "wait",
"label": "Wait - No Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Gefle IF 1.29 xG vs J\u00e4rf\u00e4lla 1.31 \u2192 J\u00e4rf\u00e4lla 35.6%",
"Market: Gefle IF ~21.4% implied",
"Market Steam: Gefle IF +0.0%"
],
"one_liner": "Model leans J\u00e4rf\u00e4lla, but market pricing diverges by 21 pp.",
"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": -20.72,
"hero_label": "Gefle IF",
"hero_side": "home",
"market_activity": "No meaningful directional movement yet.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {},
"market_narrative": {},
"market_source": "closing_1x2",
"max_gap_pp": 20.72,
"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 0.9 percentage points."
],
"lead_gap_pp": 0.9,
"max_prob_pct": 35.6,
"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": "extreme",
"largest_gap_label": "Gefle IF",
"largest_gap_pp": -20.7,
"lead": "The closing market prices Gefle IF higher than the statistical model.",
"level": "extreme",
"max_gap_pp": 20.7,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -20.72,
"edge_pp": -20.72,
"fair_prob_pct": 34.7,
"is_hero": true,
"label": "Gefle IF",
"market_prob_pct": 55.42,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": 6.44,
"edge_pp": 6.44,
"fair_prob_pct": 29.65,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 23.21,
"side": "draw",
"signal_key": "model_higher",
"signal_label": "Model Higher"
},
{
"difference_pp": 14.27,
"edge_pp": 14.27,
"fair_prob_pct": 35.64,
"is_hero": false,
"label": "J\u00e4rf\u00e4lla",
"market_prob_pct": 21.37,
"side": "away",
"signal_key": "model_edge",
"signal_label": "Model Edge"
}
],
"status": "strong_market_ahead",
"status_label": "Strong Market Ahead",
"steam_note": "",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Gefle IF (21.4%).",
"This creates a conflict: Model \u2192 J\u00e4rf\u00e4lla, Market \u2192 Gefle IF, Recent sharp money \u2192 recent line movement.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 60.61,
"closing_odds": 1.65,
"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": 60.61,
"entry_odds": 1.65,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Warning",
"model_validation_status": "warning",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Prediction Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE5",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"show": false
},
"market_overview": {
"breadth_display": "4/5",
"current_odds": 1.6,
"move_display": "+0.0%",
"open_odds": 1.6,
"pick_team": "Gefle IF",
"steam_score": 34,
"steam_team_name": "Gefle IF",
"steam_tier": "C"
},
"premium_teaser": {
"current_divergence_pp": 20.7,
"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": "jarfalla",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "J\u00e4rf\u00e4lla",
"away_team_id": 16598,
"away_team_logo": "/static/teams/16598.webp",
"away_team_name": "J\u00e4rf\u00e4lla",
"away_team_public_id": "38gQQzSgbuFN16",
"away_team_slug": "jarfalla",
"country_code": "SE",
"country_display_name": "Sweden",
"country_flag": "/static/images/country/se.svg",
"country_id": 148,
"country_name": "Sweden",
"fixture_id": 1505254,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Sweden",
"home_team_display_name": "Gefle IF",
"home_team_id": 813,
"home_team_logo": "/static/teams/813.webp",
"home_team_name": "Gefle IF",
"home_team_name_canonical": "Gefle IF",
"home_team_public_id": "00AKkzOHuIYff8",
"home_team_slug": "gefle-if",
"ht.home_team_slug": "gefle-if",
"league_country": "Sweden",
"league_country_display": "Sweden",
"league_display_name": "Ettan - Norra",
"league_id": 563,
"league_logo": "/static/leagues/563.webp",
"league_name": "Ettan - Norra",
"league_public_id": "0nme5hw4ptdA6d",
"league_season": 2026,
"match_date": "2026-09-12 14:00:00",
"public_id": "2r9aFARmvvJeYG",
"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": "Gavlevallen"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_top_two_close",
"pred_conf_md_line_above_ev"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"Top two outcomes relatively close in probability (\u22120.5)",
"At least one tracked line above +EV threshold (+0.5)"
],
"score": 6.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.1573,
"best_odd": 4.28,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0224,
"ev": 0.0103,
"implied_prob": 0.2137,
"joint_probs": {
"away": 0.2137,
"draw": 0.2321,
"home": 0.5542
},
"model_prob": 0.3559,
"p_final": 0.236
},
"draw": {
"alpha": 0.2709,
"best_odd": 3.94,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0175,
"ev": -0.0165,
"implied_prob": 0.2321,
"joint_probs": {
"away": 0.2137,
"draw": 0.2321,
"home": 0.5542
},
"model_prob": 0.2968,
"p_final": 0.2496
},
"ev_available": true,
"home": {
"alpha": 0.4137,
"best_odd": 1.65,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0856,
"ev": -0.2268,
"implied_prob": 0.5542,
"joint_probs": {
"away": 0.2137,
"draw": 0.2321,
"home": 0.5542
},
"model_prob": 0.3473,
"p_final": 0.4686
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 4.28,
"edge": 0.1223,
"ev": 0.5234,
"implied_prob": 0.2336,
"model_prob": 0.3559
},
"draw": {
"best_odd": 3.94,
"edge": 0.043,
"ev": 0.1693,
"implied_prob": 0.2538,
"model_prob": 0.2968
},
"ev_available": true,
"home": {
"best_odd": 1.65,
"edge": -0.2588,
"ev": -0.427,
"implied_prob": 0.6061,
"model_prob": 0.3473
}
},
"btts": {
"alpha_no": 0.2213,
"alpha_yes": 0.2435,
"best_no_odd": 2.1,
"best_yes_odd": 1.73,
"btts_ev_mode": "market_first_available",
"edge_no": 0.0081,
"edge_yes": -0.0081,
"ev_available": true,
"ev_no": -0.0445,
"ev_no_risk_adj": -0.0779,
"ev_yes": -0.0571,
"ev_yes_risk_adj": -0.0872,
"implied_no": 0.4469,
"implied_yes": 0.5531,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 4,
"no": {
"alpha": 0.2213,
"best_odd": 2.065,
"edge": 0.0024,
"ev": -0.0779,
"implied_prob": 0.4441,
"model_prob": 0.455,
"p_final": 0.4465
},
"prediction_confidence": "very_low",
"yes": {
"alpha": 0.2435,
"best_odd": 1.65,
"edge": -0.0026,
"ev": -0.0872,
"implied_prob": 0.5559,
"model_prob": 0.545,
"p_final": 0.5532
}
},
"n_bookmakers": 4,
"p_final_no": 0.4465,
"p_final_yes": 0.5532,
"prediction_confidence": "very_low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.2178,
"alpha_under": 0.198,
"best_over_odd": 1.67,
"best_under_odd": 2.15,
"consensus_over_odd": 1.66,
"consensus_under_odd": 2.13,
"edge_over": -0.08,
"edge_under": 0.08,
"ev_available": true,
"ev_over": -0.1951,
"ev_over_risk_adj": -0.096,
"ev_under": 0.1137,
"ev_under_risk_adj": -0.0333,
"implied_over": 0.562,
"implied_over_mf": 0.562,
"implied_under": 0.438,
"implied_under_mf": 0.438,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 4,
"over": {
"alpha": 0.2178,
"best_odd": 1.66,
"edge": -0.0174,
"ev": -0.096,
"implied_prob": 0.562,
"model_prob": 0.482,
"p_final": 0.5446
},
"prediction_confidence": "very_low",
"under": {
"alpha": 0.198,
"best_odd": 2.13,
"edge": 0.0158,
"ev": -0.0333,
"implied_prob": 0.438,
"model_prob": 0.518,
"p_final": 0.4538
}
},
"n_bookmakers": 4,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.5446,
"p_final_under": 0.4538,
"prediction_confidence": "very_low",
"reliability": "medium"
}
},
"match_regime": {
"action": "avoid",
"code": "no_edge",
"execution_line_key": "pred_regime_exec_no_actionable",
"insight_line_key": "pred_regime_insight_minor_inefficiency",
"stake_mult": 0.0,
"use_split_strip": true
},
"match_tier": "no_bet",
"min_ev": 0.02,
"total_xg": 2.6,
"variance_flag": false
},
"unified_decision": {
"actionable_ev_threshold": 0.02,
"algorithm": {
"enabled_since": "2026-05-26",
"game_typing_module": true,
"version": "2.5.0"
},
"balanced_alternative": null,
"best_consensus_ev": 0.1137,
"best_outlier_ev": 0.5234,
"best_tracked_ev": 0.1137,
"confidence": 6.0,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_primary_ev_above_10",
"pred_conf_v1_max_1x2_under_50"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Primary EV above 10% (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"guard_capped": true,
"score": 3.0,
"score_before_guard": 6.0,
"score_v1_legacy": 3.0,
"score_v2_pre_penalty": 3.0,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market steam conflicts with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 3.0,
"score_pre_penalty": 3.0
},
"decision_type": "NO_SIGNAL",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "A",
"stake_factor": 1.0
},
"favourite_misaligned_1x2": {
"active": false,
"gap": null,
"side": null
},
"final_action": "wait",
"final_decision": {
"action": "wait",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 20.7,
"key": "conflict",
"label": "Disagree",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 20.7,
"summary": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla."
},
"alignment_key": "conflict",
"best_consensus_ev": 0.1137,
"best_outlier_ev": 0.5234,
"confidence_band": "Moderate\u2013Low",
"decision_strength": 3.0,
"decision_strength_v1": 3.0,
"decision_strength_v2": 3.0,
"decision_type": "NO_SIGNAL",
"execution_confidence": 17,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Monitor closing market and validate with CLV.",
"action_label": "Action",
"decision": "Wait - No Primary Bet",
"is_primary": false,
"snapshot": "The Decision Model estimates J\u00e4rf\u00e4lla at 35.6%, compared with a no-vig market probability of 21.4%.",
"why": [
{
"text": "Decision Model identifies J\u00e4rf\u00e4lla as the value side (35.6%)",
"tone": "ok"
},
{
"text": "Market pricing conflicts with the model lean",
"tone": "bad"
},
{
"text": "Model\u2013market disagreement blocks Primary sizing",
"tone": "bad"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 14.2,
"gates_failed": [
"Reliability below 65"
],
"has_top_pick": true,
"headline": "Wait - No Primary Bet",
"hero_mode": "default",
"icon": "\u23f8",
"label": "Wait for validation",
"market_signal": "The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla.",
"model_conflict_detail": null,
"model_lean": "J\u00e4rf\u00e4lla",
"no_primary_reasons": {
"all_triggered": [
"market_conflict",
"market_quality",
"calibration_risk"
],
"calibration_mode": "soft",
"codes": [
"market_conflict",
"market_quality"
],
"label": "Reason",
"other_factors": [
{
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
}
],
"other_label": "Other factors",
"primary": {
"code": "market_conflict",
"detail": "Model lean and market pricing / drift are not aligned.",
"name": "Market Conflict",
"short": "Market Conflict",
"subtype": "probability_gap",
"tone": "warn"
},
"secondary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market OU_2_5 \u00b7 side J\u00e4rf\u00e4lla \u00b7 decimal odds ~2.94 (derived from model% \u00d7 (1+EV)) \u00b7 EV +52% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1505254 \u00b7 snapshot=live-render \u00b7 odds\u22482.94 \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 +11.4% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +11.4% 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 +11.4% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u274c \u2192 Primary blocked. Decision Strength 3.0/10 (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 +11.4% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary blocked \u00b7 Decision Strength 3.0/10 (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": "59 (\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": "+11.4% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 4,
"total": 8
},
"primary_type": null,
"reasons": [
"The market has repriced Gefle IF, but the model still strongly favours J\u00e4rf\u00e4lla.",
"Decision strength: 3.0/10",
"Reliability below 65",
"Outlier price +52% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 59,
"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",
"Low xG separation (league-average noise)"
],
"subline": "Model validation or guard rules block actionable value signals.",
"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": "wait",
"validation_ok": false,
"value_context": {
"consensus_ev": 0.0103,
"consensus_ev_display": "+1.0%",
"consensus_odds": 4.28,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2137,
"is_extreme_disagreement": false,
"model_prob": 0.3559,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.2336448598130841,
"raw_signal_ev": 0.5233,
"raw_signal_ev_display": "+52.3%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": true,
"calibration_status": "warning",
"deviation_pct": -3.0,
"reasons": [
"Low xG separation gap=0.02 (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": 0.02
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.545,
"draw_prob": 0.2968,
"max_1x2_prob": 0.3559,
"over_prob": 0.482,
"total_xg": 2.6,
"under_prob": 0.518,
"xg_diff": 0.02
},
"type": "balanced",
"typing_weights_enabled": true
},
"guard_active": true,
"guard_level": "extreme",
"guard_message": "Model validation failed \u2014 value signals on 1X2 are not actionable until inputs are verified.",
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 4.28,
"decision": "guard_blocked",
"decision_before_guard": "small_edge",
"edge": 0.0224,
"ev": 0.0103,
"guard_blocked": true,
"implied_prob": 0.2137,
"max_ev_side": "away",
"model_prob": 0.3559,
"side": "away",
"side_label": "J\u00e4rf\u00e4lla"
},
"btts": {
"decision": "lean",
"decision_layer": {
"alpha": 0.2213,
"available": true,
"consensus_odds": 2.065,
"edge": 0.0024,
"market_prob": 0.4441,
"mode": "market_first_btts",
"model_prob": 0.455,
"n_bookmakers": 4,
"no": {
"alpha": 0.2213,
"best_odd": 2.065,
"edge": 0.0024,
"ev": -0.0779,
"implied_prob": 0.4441,
"model_prob": 0.455,
"p_final": 0.4465
},
"p_final": 0.4465,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0779,
"value_side": "no",
"yes": {
"alpha": 0.2435,
"best_odd": 1.65,
"edge": -0.0026,
"ev": -0.0872,
"implied_prob": 0.5559,
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"p_final": 0.5532
}
},
"edge": 0.0081,
"ev": -0.0445,
"implied_prob": 0.4469,
"model_prob": 0.455,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "guard_blocked",
"decision_before_guard": "value_bet",
"decision_layer": {
"alpha": 0.198,
"available": true,
"consensus_odds": 2.13,
"edge": 0.0158,
"market_prob": 0.438,
"mode": "market_first_ou",
"model_prob": 0.518,
"n_bookmakers": 4,
"over": {
"alpha": 0.2178,
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"edge": -0.0174,
"ev": -0.096,
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},
"p_final": 0.4538,
"prediction_confidence": "very_low",
"risk_adj_ev": -0.0333,
"under": {
"alpha": 0.198,
"best_odd": 2.13,
"edge": 0.0158,
"ev": -0.0333,
"implied_prob": 0.438,
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"p_final": 0.4538
},
"value_side": "under"
},
"edge": 0.08,
"ev": 0.1137,
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"implied_prob": 0.438,
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"side": "under",
"value_side": "under"
}
},
"match_id": 1505254,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.1137,
"min_ev": 0.02,
"stake_mult": 1.0,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
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"draw": 0.2968,
"home": 0.3473
},
"reason_codes": [
"model_summary"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "J\u00e4rf\u00e4lla",
"home": "Gefle IF"
},
"top_pick": {
"composite_score": 0.041228,
"decision": "value_bet",
"ev": 0.1137,
"implied_prob": 0.438,
"market": "ou_2_5",
"model_prob": 0.518,
"not_dominant": false,
"primary_strength": "clear",
"risk_band": "strong",
"risk_tier": "primary",
"side": "under",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": 0.0103,
"consensus_ev_display": "+1.0%",
"consensus_odds": 4.28,
"disagreement_label": "Moderate",
"disagreement_level": "moderate",
"implied_prob": 0.2137,
"is_extreme_disagreement": false,
"model_prob": 0.3559,
"raw_edge_display": "+14.2 percentage points",
"raw_edge_pp": 14.2,
"raw_implied_prob": 0.2336448598130841,
"raw_signal_ev": 0.5233,
"raw_signal_ev_display": "+52.3%"
}
}
},
"fixture_id": 1505254,
"generated_at_utc": "2026-09-12T13:56:06.677055+00:00",
"lang_id": "en"
}
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Langgan Sekarang
Ettan - Norra — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Stockholm Internazionale | 24 | 17 | 3 | 4 | 54 |
| 2 | AFC Eskilstuna | 24 | 14 | 4 | 6 | 46 |
| 3 | Hammarby Talang | 24 | 13 | 6 | 5 | 45 |
| 4 | Arlanda | 23 | 12 | 6 | 5 | 42 |
| 5 | IF Karlstad | 23 | 11 | 6 | 6 | 39 |
| 6 | FBK Karlstad | 23 | 11 | 6 | 6 | 39 |
| 7 | Enköping | 23 | 12 | 3 | 8 | 39 |
| 8 | Assyriska FF | 23 | 9 | 5 | 9 | 32 |
| 9 | Gefle IF | 23 | 9 | 3 | 11 | 30 |
| 10 | Umeå FC | 23 | 8 | 5 | 10 | 29 |
| 11 | Karlberg | 23 | 8 | 4 | 11 | 28 |
| 12 | Sollentuna | 24 | 5 | 9 | 10 | 24 |
| 13 | Vasalund | 23 | 6 | 6 | 11 | 24 |
| 14 | Piteå | 23 | 4 | 6 | 13 | 18 |
| 15 | Järfälla | 24 | 5 | 3 | 16 | 18 |
| 16 | Stocksund | 24 | 3 | 5 | 16 | 14 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Stockholm Internazionale | 24 | 57 | 20 | +37 | 54 |
| 2 | Hammarby Talang | 24 | 50 | 23 | +27 | 45 |
| 3 | AFC Eskilstuna | 24 | 45 | 32 | +13 | 46 |
| 4 | Stocksund | 24 | 44 | 60 | -16 | 14 |
| 5 | Assyriska FF | 23 | 42 | 40 | +2 | 32 |
| 6 | Arlanda | 23 | 40 | 27 | +13 | 42 |
| 7 | Enköping | 23 | 37 | 38 | -1 | 39 |
| 8 | FBK Karlstad | 23 | 36 | 32 | +4 | 39 |
| 9 | IF Karlstad | 23 | 35 | 23 | +12 | 39 |
| 10 | Vasalund | 23 | 34 | 48 | -14 | 24 |
| 11 | Järfälla | 24 | 32 | 54 | -22 | 18 |
| 12 | Umeå FC | 23 | 31 | 37 | -6 | 29 |
| 13 | Karlberg | 23 | 29 | 38 | -9 | 28 |
| 14 | Gefle IF | 23 | 29 | 41 | -12 | 30 |
| 15 | Piteå | 23 | 27 | 44 | -17 | 18 |
| 16 | Sollentuna | 24 | 22 | 33 | -11 | 24 |
