AI correctly predicted the Roda win.
The match finished 2–0, validating the model's directional assessment.
Pasaran yang dijejaki vs hasil sepenuh masa
Setiap baris membandingkan model pra-perlawanan lean dengan keputusan sepenuh masa.
- Pasaran Ramalan Hasilnya Hasil
- Over / Under 2.5 Under 2.5 Under 2.5 (2 matlamat) ✔ Betul
- Kedua-dua Pasukan Menjaringkan Gol BTTS Tidak Tidak ✔ Betul
- 1X2 Roda Roda ✔ Betul
- Cerapan skor tepat 1-1, 1-0, 2-1, 0-1, 1-2 2-0 ✖ tak betul
Model lwn Pasaran Penutup
| Hasil | Model | Menutup Pasaran | Perbezaan | isyarat |
|---|---|---|---|---|
| Roda | 38.5% | 41.3% | -2.8 pp | Aligned |
| Draw | 28.4% | 26.3% | +2.1 pp | Aligned |
| Waalwijk | 33.0% | 32.4% | +0.6 pp | Aligned |
The model and closing market are broadly aligned, with probability differences below 5 percentage points.
Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.
Selepas sepenuh masa, lean arah model sepadan dengan keputusan (Roda win 2–0).
Market Assessment
The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.
- Current pricing remains close to the model baseline.
Post Match Insights
What worked
- Both Teams To Score (No) matched the full-time result
- Under 2.5 goals aligned with the xG profile
What failed
- Exact score: outside the model's top score bins
Market lesson
The model's directional lean matched the full-time result (Roda win 2–0).
Garis Masa Ramalan
Cara ramalan ini beralih daripada ramalan kepada semakan sepenuh masa.
-
Sep 26, 2026 · 18:00 UTC Forecast generated
- Model 1X2 · Roda 38.5% · Draw 28.4% · Waalwijk 33.0%
- xG · Roda 1.45 — Waalwijk 1.33
-
Sep 26, 2026 · 17:31 UTC Opening odds snapshot PRE30
- 1X2 odds · Roda 2.31 · Draw 3.62 · Waalwijk 2.94
- Implied 1X2 · Roda 41.3% · Draw 26.3% · Waalwijk 32.4%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 18:00 UTC Closing snapshot recorded PRE1
- 1X2 odds · Roda 2.31 · Draw 3.62 · Waalwijk 2.94
- Implied 1X2 · Roda 41.3% · Draw 26.3% · Waalwijk 32.4%
- Bookmaker · Pinnacle
-
Sep 26, 2026 · 18:00 UTC Kickoff
-
FT Full-time result Roda win · 2–0
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Gambar Sejarah
Dibekukan pada sepak mula — keluaran model seperti sebelum perlawanan bermula.
Metrik pra-padanan (konteks sejarah)
- Validation: Pass
- No strong statistical edge
- Direction agrees with model lean
- Validation passed
Validation Report
Immutable SnapshotModel Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Semakan Soalan Lazim
- Sejauh manakah ramalan itu tepat?
- Halaman ini menilai pasaran berarah (1X2, Lebih/Bawah 2.5, BTTS) berbanding keputusan sepenuh masa. Gred ramalan menggambarkan bilangan pasaran yang dijejaki itu sepadan dengan realiti.
- Apakah ukuran Ketepatan xG?
- Ketepatan xG membandingkan profil matlamat jangkaan pra-perlawanan model dengan garis skor sebenar — bukan sama ada setiap pasaran mencecah. Semakan arah yang kukuh boleh wujud bersama dengan skor ketepatan xG yang sederhana.
- Mengapakah skor tepat tidak diramalkan?
- Hasil skor betul ialah ekor berkemungkinan rendah walaupun model membaca profil padanan dengan baik. Kami menyerlahkan tong skor tertinggi untuk konteks; kehilangan baris tepat tidak membatalkan semakan arah.
- Adakah ini meningkatkan rekod AI?
- Setiap perlawanan selesai dilog masuk dalam saluran paip pengesahan kami. Kadar hit teragregat dan kajian CLV diterbitkan secara berasingan — halaman ini ialah jejak audit setiap perlawanan.
Ramalan adalah untuk tujuan maklumat sahaja. Sentiasa berjudi dengan penuh tanggungjawab dan dalam had anda. Prestasi masa lalu tidak menjamin hasil masa depan.
Taklimat AI untuk perlawanan ini belum tersedia. Selepas naik taraf pelayan, jalankan semula “Batch generate odds” untuk menjana ringkasan.
View technical JSON
{
"bundle_version": 1,
"content_hash": "d6c64c6520f11c88850f1ddd9257e158c7f17234ea331a08f095994cc6499ee7",
"decision_algo_version": "2.5.0",
"facts": {
"ai_fp": {
"away_predicted_xg": 1.33,
"away_win_prob": 0.3305,
"away_win_prob_posterior": null,
"bayes_applied": 0,
"btts_no_prob": 0.422,
"btts_yes_prob": 0.579,
"dc_rho": -0.13,
"draw_prob": 0.2844,
"draw_prob_posterior": null,
"fair_odds_away": 3.03,
"fair_odds_away_posterior": null,
"fair_odds_draw": 3.52,
"fair_odds_draw_posterior": null,
"fair_odds_home": 2.6,
"fair_odds_home_posterior": null,
"home_predicted_xg": 1.45,
"home_win_prob": 0.3851,
"home_win_prob_posterior": null,
"over_25_prob": 0.526,
"prediction_confidence": "low",
"under_25_prob": 0.474
},
"api_prediction": {
"advice": "Double chance : draw or Waalwijk",
"main_pick_display": "No Strong Winner Bet",
"percent_away": "45%",
"percent_draw": "45%",
"percent_home": "10%",
"winner_name": "Waalwijk"
},
"away_xg": 1.33,
"betting_insight": {
"bet_label": "Roda",
"confidence": null,
"main_pick_meta": {
"confidence": "low",
"display_text": "No Strong Winner Bet",
"edge": -0.0275,
"edge_gap": 0.0547,
"market": "1X2",
"market_prob": 0.4126,
"model_prob": 0.3851,
"pick_type": "no_strong",
"probabilities": {
"away": 33.0,
"draw": 28.4,
"home": 38.5
},
"reason": "No clear edge in 1X2 market",
"selection": null,
"selection_name": null
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 2.31
}
],
"risk_color": null,
"risk_key": null,
"stacked_market": null,
"value_bet": {
"best_odds": 2.31,
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"display_market": "Roda Win",
"is_value": false,
"label": "Home",
"market_fair_odds": 2.42,
"market_odds": 2.31,
"model_odds": 2.6,
"overround": 4.9,
"prob_edge": -4.8,
"value_pct": -11.2,
"value_rating": "no_value"
}
},
"betting_markets": {
"btts": {
"away_clean_sheet": 1,
"away_failed_to_score": 0,
"away_played": 7,
"away_score_rate": 73.6,
"home_clean_sheet": 3,
"home_failed_to_score": 2,
"home_played": 7,
"home_score_rate": 76.5,
"no_prob": 42.1,
"pick": "No",
"pick_prob": 57.9,
"source": "xG_dc",
"strong_pick": true,
"yes_prob": 57.9
},
"correct_score": {
"away_expected": 1.33,
"home_expected": 1.45,
"scores": [
{
"away": 1,
"home": 1,
"label": "1-1",
"prob": 12.0
},
{
"away": 0,
"home": 1,
"label": "1-0",
"prob": 9.0
},
{
"away": 1,
"home": 2,
"label": "2-1",
"prob": 8.7
},
{
"away": 1,
"home": 0,
"label": "0-1",
"prob": 8.3
},
{
"away": 2,
"home": 1,
"label": "1-2",
"prob": 8.0
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Roda or Draw",
"prob": 66.9
},
{
"key": "12",
"label": "Roda or Waalwijk",
"prob": 71.6
},
{
"key": "X2",
"label": "Draw or Waalwijk",
"prob": 61.5
}
],
"pick_key": "12",
"pick_label": "Roda or Waalwijk",
"pick_prob": 71.6
},
"match_winner": {
"away_pct": 33.1,
"draw_pct": 28.4,
"home_pct": 38.5,
"lean_key": "home",
"lean_label": "Roda"
},
"over_under": {
"api_hint": null,
"avg_total": 2.78,
"away_avg_scored": 2.6,
"confidence": "low",
"home_avg_scored": 1.0,
"over_prob": 52.6,
"pick": "Under 2.5",
"pick_prob": 52.6,
"source": "xG_dc",
"strong_pick": true,
"total_expected": 2.78,
"under_prob": 47.4
},
"prob_source": "poisson",
"value_bet_enhanced": {
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"edge": 2.8,
"implied_prob": 27.6,
"is_value": false,
"label": "Draw",
"market": "Draw",
"model_prob": 28.4,
"odds": 3.62
}
},
"closing_line_bundle": {
"away_team": "Waalwijk",
"closing_1x2_probs_pct": {
"away": 32.42,
"draw": 26.33,
"home": 41.26
},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE1",
"closing_fetched_at": "2026-09-26 18:00:48",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-09-26 17:31:02",
"has_data": true,
"home_team": "Roda",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
"model_vs_closing": [
{
"closing_implied_pct": 41.26,
"gap_pp": -2.75,
"kind": "1x2_h",
"model_pct": 38.51
},
{
"closing_implied_pct": 26.33,
"gap_pp": 2.12,
"kind": "1x2_d",
"model_pct": 28.44
},
{
"closing_implied_pct": 32.42,
"gap_pp": 0.63,
"kind": "1x2_a",
"model_pct": 33.04
},
{
"closing_implied_pct": 56.92,
"gap_pp": -4.32,
"kind": "ou_o",
"model_pct": 52.6
},
{
"closing_implied_pct": 43.08,
"gap_pp": 4.32,
"kind": "ou_u",
"model_pct": 47.4
}
],
"movement": [
{
"closing": 2.31,
"early": 2.31,
"implied_closing_pct": 41.26,
"implied_delta_pp": 0.0,
"implied_early_pct": 41.26,
"kind": "1x2_h"
},
{
"closing": 3.62,
"early": 3.62,
"implied_closing_pct": 26.33,
"implied_delta_pp": 0.0,
"implied_early_pct": 26.33,
"kind": "1x2_d"
},
{
"closing": 2.94,
"early": 2.94,
"implied_closing_pct": 32.42,
"implied_delta_pp": 0.0,
"implied_early_pct": 32.42,
"kind": "1x2_a"
},
{
"closing": 1.68,
"early": 1.68,
"implied_closing_pct": 56.92,
"implied_delta_pp": 0.0,
"implied_early_pct": 56.92,
"kind": "ou_o"
},
{
"closing": 2.22,
"early": 2.22,
"implied_closing_pct": 43.08,
"implied_delta_pp": 0.0,
"implied_early_pct": 43.08,
"kind": "ou_u"
}
],
"movement_negligible": true,
"same_bookmaker": true,
"top_value_gap": {
"gap_pp": 4.3,
"kind": "ou_u"
}
},
"correct_score_insight": {
"best_value": null,
"lean_card": {
"diff_pp": -1.9,
"ev": -0.136,
"has_edge": false,
"label": "1-1",
"market_odds": 7.2,
"market_prob": 0.1389,
"market_prob_pct": 13.9,
"model_prob": 0.12,
"model_prob_pct": 12.0,
"n_bookmakers": 8,
"status_key": "no_value"
},
"most_likely": {
"label": "1-1",
"prob": 12.0
},
"top5": [
{
"label": "1-1",
"prob": 12.0
},
{
"label": "1-0",
"prob": 9.0
},
{
"label": "2-1",
"prob": 8.7
},
{
"label": "0-1",
"prob": 8.3
},
{
"label": "1-2",
"prob": 8.0
}
]
},
"home_xg": 1.45,
"homepage_pick": null,
"market_cards": [
{
"decision": "value_bet",
"decision_layer": {
"alpha": 0.3284,
"available": true,
"consensus_odds": 2.155,
"edge": 0.0135,
"edge_pp": 1.4,
"market_prob": 0.4329,
"mode": "market_first_ou",
"model_prob": 0.474,
"n_bookmakers": 7,
"over": {
"alpha": 0.3613,
"best_odd": 1.645,
"edge": -0.0148,
"ev": -0.0915,
"implied_prob": 0.5671,
"model_prob": 0.526,
"p_final": 0.5523
},
"p_final": 0.4464,
"prediction_confidence": "low",
"raw_edge_pp": 4.1,
"raw_signal_ev": 0.0215,
"risk_adj_ev": -0.038,
"under": {
"alpha": 0.3284,
"best_odd": 2.155,
"edge": 0.0135,
"ev": -0.038,
"implied_prob": 0.4329,
"model_prob": 0.474,
"p_final": 0.4464
},
"value_side": "under"
},
"ev_available": true,
"ev_over": -0.1163,
"ev_over_display": {
"capped": false,
"raw_pct": -11.6,
"text": "-11.6%"
},
"ev_under": 0.0523,
"ev_under_display": {
"capped": false,
"raw_pct": 5.2,
"text": "+5.2%"
},
"featured": true,
"id": "ou_2_5",
"max_ev": 0.0523,
"n_bookmakers": 7,
"over_prob": 52.6,
"sort_key": 10197.07,
"tier": "best",
"under_prob": 47.4,
"value_side": "under"
},
{
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2694,
"available": true,
"consensus_odds": 2.335,
"edge": 0.0068,
"edge_pp": 0.7,
"market_prob": 0.3959,
"mode": "market_first_btts",
"model_prob": 0.421,
"n_bookmakers": 7,
"no": {
"alpha": 0.2694,
"best_odd": 2.335,
"edge": 0.0068,
"ev": -0.0598,
"implied_prob": 0.3959,
"model_prob": 0.421,
"p_final": 0.4026
},
"p_final": 0.4026,
"prediction_confidence": "low",
"raw_edge_pp": 2.5,
"raw_signal_ev": -0.017,
"risk_adj_ev": -0.0598,
"value_side": "no",
"yes": {
"alpha": 0.3705,
"best_odd": 1.53,
"edge": -0.0093,
"ev": -0.0899,
"implied_prob": 0.6041,
"model_prob": 0.579,
"p_final": 0.5948
}
},
"ev_available": true,
"ev_no": 0.0315,
"ev_no_display": {
"capped": false,
"raw_pct": 3.1,
"text": "+3.1%"
},
"ev_yes": -0.1026,
"ev_yes_display": {
"capped": false,
"raw_pct": -10.3,
"text": "-10.3%"
},
"featured": false,
"id": "btts",
"max_ev": 0.0315,
"n_bookmakers": 7,
"no_prob": 42.1,
"sort_key": 10028.35,
"tier": "best",
"value_side": "no",
"yes_prob": 57.9
},
{
"authority_action": "primary",
"consensus_odds": 2.31,
"decision": "no_bet",
"disagreement_label": "Normal",
"disagreement_level": "normal",
"ev": -0.0743,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": -7.4,
"text": "-7.4%"
},
"featured": false,
"id": "1x2",
"implied_prob": 0.4126,
"is_extreme_disagreement": false,
"max_ev": -0.0247,
"max_ev_display": {
"capped": false,
"raw_pct": -2.5,
"text": "-2.5%"
},
"model_prob": 0.3851,
"raw_edge_display": "-2.8 percentage points",
"raw_edge_pp": -2.8,
"raw_signal_ev": -0.1104,
"raw_signal_ev_display": "-11.0%",
"show_primary_label": true,
"side_label": "Roda",
"sort_key": 1793.825,
"tier": "bad_ev"
},
{
"featured": false,
"id": "correct_score",
"sort_key": 816.0,
"tier": "risk",
"top_label": "1-1",
"top_prob": 12.0
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "8/9",
"alert_breadth_note": "8/9 sportsbooks confirmed",
"alert_move": "\u2191 +15.2%",
"alert_team": "Waalwijk",
"alert_title": "Sharp Money Alert",
"divergence_pp": 2.8,
"has_alert": true,
"hero_edge_pp": -2.75,
"hero_label": "Roda",
"market_prob_pct": 41.3,
"market_team": "Roda",
"model_prob_pct": 38.5,
"model_team": "Roda",
"show": true,
"status_icon": "\u2713",
"status_key": "aligned",
"status_label": "Reliable prediction",
"status_line": "Direction aligned; check pricing gap separately",
"steam_score": 59,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "steam",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 2.8,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 2.8,
"summary": "Model and market currently agree on the stronger side (Roda)."
},
"authority": {
"action": "primary",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 2.8,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 2.8,
"summary": "Model and market currently agree on the stronger side (Roda)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0523,
"best_outlier_ev": 0.0523,
"confidence_band": "Moderate",
"decision_strength": 6.3,
"decision_strength_v1": 5.5,
"decision_strength_v2": 7.3,
"decision_type": "PRIMARY",
"execution_confidence": 94,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Compare best available odds before sizing.",
"action_label": "Action",
"decision": "Primary Bet",
"is_primary": true,
"snapshot": "The Decision Model estimates Roda at 38.5%, compared with a no-vig market probability of 41.3%.",
"why": [
{
"text": "Decision Model identifies Roda as the value side (38.5%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Consensus EV, reliability/execution, and calibration cleared Primary gates",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 2.8,
"gates_failed": [],
"has_top_pick": true,
"headline": "Primary Bet",
"hero_mode": "default",
"icon": "\u2713",
"label": "Primary Bet \u2014 Market-confirmed value",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Roda",
"no_primary_reasons": null,
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": true,
"primary_block_explain": null,
"primary_gate_checklist": "Gate checklist: Consensus EV +5.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u2705 \u2192 Primary eligible. Decision Strength 6.3/10 (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 +5.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary eligible \u00b7 Decision Strength 6.3/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "90 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": true,
"value": "94 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 8,
"total": 8
},
"primary_type": "market_confirmed",
"reasons": [
"Model and market currently agree on the stronger side (Roda).",
"Decision strength: 6.3/10"
],
"reliability_score": 90,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Market-confirmed consensus value \u2014 steam supports the model lean. Size carefully.",
"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": "actionable",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0743,
"consensus_ev_display": "-7.4%",
"consensus_odds": 2.31,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.4126,
"is_extreme_disagreement": false,
"model_prob": 0.3851,
"raw_edge_display": "-2.8 percentage points",
"raw_edge_pp": -2.8,
"raw_implied_prob": 0.4329004329004329,
"raw_signal_ev": -0.1104,
"raw_signal_ev_display": "-11.0%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 7.4,
"reasons": [
"Thin xG separation gap=0.12"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.12
}
}
},
"bet_status": "primary",
"books_breadth_display": "8/9",
"breadth_ratio": 0.8888888888888888,
"evidence": {
"score": 88,
"signals": [
{
"icon": "\u25cb",
"key": "statistical_edge",
"label": "No strong statistical edge",
"status": "neutral"
},
{
"icon": "\u2713",
"key": "market_agreement",
"label": "Direction agrees with model lean",
"status": "pass"
},
{
"icon": "\u2713",
"key": "steam",
"label": "Market drift supports model side (direction only \u2014 not pricing convergence)",
"status": "pass"
},
{
"icon": "\u2713",
"key": "validation",
"label": "Validation passed",
"status": "pass"
}
],
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Pass",
"tone": "ok"
},
{
"key": "steam",
"label": "Market drift aligns with model",
"tone": "ok"
}
],
"parts": {
"alignment": 23.6,
"data_quality": 12.0,
"market_coverage": 8.9,
"steam_coherence": 10.0,
"validation": 30.0
},
"score": 90,
"stars": 5,
"tier": "high",
"tier_label": "High"
},
"lean_gap_pp": 2.75,
"market_agreement": "strong",
"max_gap_pp": 2.75,
"model_calibration": {
"away_xg": 1.33,
"calibration_status": "ok",
"deviation_pct": 7.0,
"elevated": false,
"home_xg": 1.45,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.45,
"status_label": "Within typical league range",
"summary": "Home xG 1.45 \u00b7 Away xG 1.33 \u00b7 League avg 1.35 \u00b7 Peak deviation +7%",
"title": "Model Calibration Check"
},
"move_is_drift": true,
"mv_status": "pass",
"odds_delta_pct": 15.2,
"steam_conflicts": false,
"steam_move_display": "\u2191 +15.2%",
"steam_team": "Waalwijk",
"suppress_execution": false,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 94,
"tier": "high",
"tier_label": "High"
},
"market_compatibility": {
"label": "Market Compatibility",
"note": "Price proximity vs model (inverse of pp gap) \u2014 not the same as a Primary go-ahead. Read alongside Decision Strength and Alignment.",
"score": 86,
"tier": "high",
"tier_label": "High"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 38,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Market Compatibility",
"note": "Price proximity vs model (inverse of pp gap) \u2014 not the same as a Primary go-ahead. Read alongside Decision Strength and Alignment.",
"score": 86,
"tier": "high",
"tier_label": "High"
},
"recommendation": {
"action": "primary",
"label": "Primary Bet"
}
},
"verdict": {
"agree_note": "Model and market currently agree on the stronger side (Roda).",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 2.8,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 2.8,
"summary": "Model and market currently agree on the stronger side (Roda)."
},
"authority": {
"action": "primary",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 2.8,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 2.8,
"summary": "Model and market currently agree on the stronger side (Roda)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0523,
"best_outlier_ev": 0.0523,
"confidence_band": "Moderate",
"decision_strength": 6.3,
"decision_strength_v1": 5.5,
"decision_strength_v2": 7.3,
"decision_type": "PRIMARY",
"execution_confidence": 94,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Compare best available odds before sizing.",
"action_label": "Action",
"decision": "Primary Bet",
"is_primary": true,
"snapshot": "The Decision Model estimates Roda at 38.5%, compared with a no-vig market probability of 41.3%.",
"why": [
{
"text": "Decision Model identifies Roda as the value side (38.5%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Consensus EV, reliability/execution, and calibration cleared Primary gates",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 2.8,
"gates_failed": [],
"has_top_pick": true,
"headline": "Primary Bet",
"hero_mode": "default",
"icon": "\u2713",
"label": "Primary Bet \u2014 Market-confirmed value",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Roda",
"no_primary_reasons": null,
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": true,
"primary_block_explain": null,
"primary_gate_checklist": "Gate checklist: Consensus EV +5.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u2705 \u2192 Primary eligible. Decision Strength 6.3/10 (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 +5.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary eligible \u00b7 Decision Strength 6.3/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "90 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": true,
"value": "94 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 8,
"total": 8
},
"primary_type": "market_confirmed",
"reasons": [
"Model and market currently agree on the stronger side (Roda).",
"Decision strength: 6.3/10"
],
"reliability_score": 90,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Market-confirmed consensus value \u2014 steam supports the model lean. Size carefully.",
"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": "actionable",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0743,
"consensus_ev_display": "-7.4%",
"consensus_odds": 2.31,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.4126,
"is_extreme_disagreement": false,
"model_prob": 0.3851,
"raw_edge_display": "-2.8 percentage points",
"raw_edge_pp": -2.8,
"raw_implied_prob": 0.4329004329004329,
"raw_signal_ev": -0.1104,
"raw_signal_ev_display": "-11.0%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 7.4,
"reasons": [
"Thin xG separation gap=0.12"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.12
}
}
},
"headline": "Primary Bet",
"icon": "\u2713",
"label": "Primary Bet \u2014 Market-confirmed value",
"subline": "Market-confirmed consensus value \u2014 steam supports the model lean. Size carefully.",
"tier": "actionable"
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Roda 1.45 xG vs Waalwijk 1.33 \u2192 Roda 38.5%",
"Market: Roda ~41.3% implied",
"Market Drift: Waalwijk odds \u2191 +15.2%"
],
"one_liner": "Model and market both lean Roda with no major conflict.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -2.75,
"fair_prob": 38.51,
"label": "Roda",
"market_prob": 41.26,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": 2.11,
"fair_prob": 28.44,
"label": "Draw",
"market_prob": 26.33,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 0.63,
"fair_prob": 33.05,
"label": "Waalwijk",
"market_prob": 32.42,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": -4.06,
"fair_prob": 52.6,
"label": "Over 2.5",
"market_prob": 56.66,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": 4.06,
"fair_prob": 47.4,
"label": "Under 2.5",
"market_prob": 43.34,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": -2.75,
"fair_prob": 57.9,
"label": "BTTS Yes",
"market_prob": 60.65,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": 2.75,
"fair_prob": 42.1,
"label": "BTTS No",
"market_prob": 39.35,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "aligned",
"edge_pp": -2.75,
"fair_prob_pct": 38.51,
"hero_side": "home",
"hero_team_name": "Roda",
"market_prob_pct": 41.26,
"status": "aligned",
"steam_team_name": "Waalwijk"
},
"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 model and closing market are broadly aligned, with probability differences below 5 percentage points.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "aligned",
"edge_status": "aligned",
"max_gap_pp": 2.75,
"suppress_hero": false,
"suppress_value_language": false
},
"divergence_label": "",
"divergence_level": "aligned",
"divergence_level_label": "Aligned",
"divergence_note": "",
"divergence_tier": "aligned",
"edge_label": "Aligned",
"edge_label_key": "aligned",
"fair_confidence": "medium",
"fair_confidence_label": "Medium",
"fair_source_note": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.",
"forecast_assessment": {
"favourite_class": "Balanced match",
"favourite_label": "Roda",
"forecast_certainty_tier": "low",
"headline": "Balanced match",
"market_agreement_label": "Strong",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 41.3,
"model_prob_gap_display": "-2.8 percentage points",
"model_prob_gap_pp": -2.8,
"model_prob_pct": 38.5,
"outcome_separation_tier": "medium",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "-2.8 percentage points",
"gap_pp": -2.8,
"label": "High",
"label_key": "mi_fa_pricing_high"
},
"reliability_headline": "High reliability",
"reliability_icon": "\u2713",
"reliability_score": 90,
"reliability_tier": "high",
"summary": "Roda \u2014 market direction supports the model lean.",
"tier": "balanced",
"title": "Prediction Assessment",
"validation_label": "Pass",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 94,
"tier": "high",
"tier_label": "High"
},
"market_compatibility": {
"label": "Market Compatibility",
"note": "Price proximity vs model (inverse of pp gap) \u2014 not the same as a Primary go-ahead. Read alongside Decision Strength and Alignment.",
"score": 86,
"tier": "high",
"tier_label": "High"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 38,
"tier": "low",
"tier_label": "Low"
},
"model_value": {
"label": "Market Compatibility",
"note": "Price proximity vs model (inverse of pp gap) \u2014 not the same as a Primary go-ahead. Read alongside Decision Strength and Alignment.",
"score": 86,
"tier": "high",
"tier_label": "High"
},
"recommendation": {
"action": "primary",
"label": "Primary Bet"
}
},
"why": {
"action_line": "Compare model lean with current best odds before sizing any bet.",
"bullets": [
"Model: Roda 1.45 xG vs Waalwijk 1.33 \u2192 Roda 38.5%",
"Market: Roda ~41.3% implied",
"Market Drift: Waalwijk odds \u2191 +15.2%"
],
"one_liner": "Model and market both lean Roda with no major conflict.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "Three outcomes remain closely bunched \u2014 treat as a relatively open match.",
"tier": "low",
"tier_label": "Low"
},
"forecast_certainty_label": "Low",
"has_market_probs": true,
"hero_edge_pp": -2.75,
"hero_label": "Roda",
"hero_side": "home",
"market_activity": "Waalwijk odds lengthened \u2191 +15.2%.",
"market_agreement": "strong",
"market_agreement_label": "Strong",
"market_interpretation": {
"bullets": [
"Current pricing remains close to the model baseline."
],
"follow_up": "However, Waalwijk has seen drift \u2014 odds lengthened by 15.2%, suggesting weakening support.",
"gap_tier": "aligned",
"lead": "The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.",
"note": "Drift away from Waalwijk \u2014 odds lengthened by 15.2% (weakening support).",
"paragraphs": [
"The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.",
"However, Waalwijk has seen drift \u2014 odds lengthened by 15.2%, suggesting weakening support.",
"Drift away from Waalwijk \u2014 odds lengthened by 15.2% (weakening support)."
],
"quiet_market": false,
"title": "Market Assessment"
},
"market_narrative": {
"paragraphs": [
"Market pricing and the fair estimate remain broadly aligned.",
"At the same time, Waalwijk has drifted \u2014 odds lengthened by 15.2%, suggesting weakening support.",
"Broad sportsbook alignment (8/9) supports the current market view on Waalwijk."
],
"title": "Current Market Narrative"
},
"market_source": "closing_1x2",
"max_gap_pp": 2.75,
"model_validation": {
"score_label_key": "mi_mv_pass",
"status": "pass"
},
"model_validation_label": "Pass",
"outcome_separation": {
"breakdown": [
"No outcome exceeds 50% on the 1X2 grid.",
"Favourite exceeds second outcome by 5.5 pp (at 38.5%)."
],
"lead_gap_pp": 5.5,
"max_prob_pct": 38.5,
"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": "aligned",
"largest_gap_label": "Roda",
"largest_gap_pp": -2.8,
"lead": "The model and closing market are broadly aligned.",
"level": "aligned",
"max_gap_pp": 2.8,
"title": "Broadly Aligned"
},
"rows": [
{
"difference_pp": -2.75,
"edge_pp": -2.75,
"fair_prob_pct": 38.51,
"is_hero": true,
"label": "Roda",
"market_prob_pct": 41.26,
"side": "home",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 2.11,
"edge_pp": 2.11,
"fair_prob_pct": 28.44,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 26.33,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 0.63,
"edge_pp": 0.63,
"fair_prob_pct": 33.05,
"is_hero": false,
"label": "Waalwijk",
"market_prob_pct": 32.42,
"side": "away",
"signal_key": "aligned",
"signal_label": "Aligned"
}
],
"status": "aligned",
"status_label": "Aligned",
"steam_note": "Drift away from Waalwijk \u2014 odds lengthened by 15.2% (weakening support).",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": false,
"paragraphs": [
"The betting market strongly prefers Roda (41.3%).",
"However, Waalwijk has seen one of the strongest multi-book drifts of the day (\u2191 +15.2%, 8/9) \u2014 odds lengthened, not shortened.",
"Roda \u2014 market direction supports the model lean."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 43.29,
"closing_odds": 2.31,
"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": 43.29,
"entry_odds": 2.31,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Pass",
"model_validation_status": "pass",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Prediction Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "done"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 8,
"books_reacting_detail": [
{
"bookmaker_id": 4,
"bookmaker_name": "Pinnacle",
"is_sharp": true,
"move_delta_display": "\u2191 +15.3%",
"odds_delta_pct": 15.3
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2191 +15.2%",
"odds_delta_pct": 15.2
},
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2191 +14.3%",
"odds_delta_pct": 14.3
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2191 +13.2%",
"odds_delta_pct": 13.2
},
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2191 +12.8%",
"odds_delta_pct": 12.8
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2191 +12.4%",
"odds_delta_pct": 12.4
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2191 +9.8%",
"odds_delta_pct": 9.8
},
{
"bookmaker_id": 7,
"bookmaker_name": "William Hill",
"is_sharp": false,
"move_delta_display": "\u2191 +7.7%",
"odds_delta_pct": 7.7
}
],
"books_total": 9,
"breadth_display": "8/9",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 2.88,
"is_drift": true,
"move_context": "Largest move today",
"move_display": "\u2191 +15.2%",
"move_pct_abs": 15.2,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 105h 53m",
"narrative_paragraphs": [
"8/9 books lengthened Waalwijk together (15.2% drift, score 59) \u2014 broad market fade, not a single-book blip.",
"Noticeable drift \u2014 odds lengthened with multi-book confirmation (not steam)."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": 15.2,
"odds_path": {
"chart_y_labels": [
"2.94",
"2.72",
"2.50"
],
"display": "2.94 \u2192 2.45 \u2192 2.88",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 105h 53m",
"pick_team": "Waalwijk",
"points": [
{
"label_key": "open",
"value": "2.94"
},
{
"label_key": "extreme",
"value": "2.45"
},
{
"label_key": "current",
"value": "2.88"
}
],
"sparkline_points": [
2.5,
2.94,
2.88
],
"sparkline_polyline": "0.0,18.0 28.0,0.0 56.0,2.5",
"sparkline_trend": "up",
"sparkline_trend_label": "One-way rise",
"summary_boxes": [
{
"label_key": "open",
"value": "2.50"
},
{
"label_key": "low",
"value": "2.50"
},
{
"label_key": "high",
"value": "2.94"
},
{
"label_key": "current",
"value": "2.88"
}
]
},
"open_odds": 2.5,
"page_alert_line": "Broad drift across 8/9 sportsbooks on Waalwijk",
"phase_label": "Market drift",
"phase_tip": "Broad lengthening \u2014 market pricing moves against the tracked side.",
"pick_team": "Waalwijk",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Pinnacle",
"show": true,
"signal_badge_class": "fade",
"signal_icon": "\ud83d\udcc9",
"signal_impact": {
"current_odds": 2.88,
"is_drift": true,
"label": "Market Signal",
"move_display": "\u2191 +15.2%",
"open_odds": 2.5,
"summary": "Broad market drift supports the same direction as the model lean.",
"team": "Waalwijk",
"tone": "with"
},
"signal_key": "strong_drift",
"signal_label": "Strong drift",
"steam_score": 59,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "8/9",
"current_odds": 2.88,
"move_display": "\u2191 +15.2%",
"open_odds": 2.5,
"pick_team": "Waalwijk",
"steam_score": 59,
"steam_team_name": "Waalwijk",
"steam_tier": "B"
},
"premium_teaser": {
"current_divergence_pp": 2.8,
"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": "waalwijk",
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Waalwijk",
"away_team_id": 417,
"away_team_logo": "/static/teams/417.webp",
"away_team_name": "Waalwijk",
"away_team_public_id": "1fFXqWV34fQcjG",
"away_team_slug": "waalwijk",
"country_code": "NL",
"country_display_name": "Netherlands",
"country_flag": "/static/images/country/nl.svg",
"country_id": 115,
"country_name": "Netherlands",
"fixture_id": 1551815,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Netherlands",
"home_team_display_name": "Roda",
"home_team_id": 414,
"home_team_logo": "/static/teams/414.webp",
"home_team_name": "Roda",
"home_team_public_id": "5hlGrKyeGYyF0t",
"home_team_slug": "roda",
"ht.home_team_slug": "roda",
"league_country": "Netherlands",
"league_country_display": "Netherlands",
"league_display_name": "Eerste Divisie",
"league_id": 89,
"league_logo": "/static/leagues/89.webp",
"league_name": "Eerste Divisie",
"league_public_id": "3fIkfoWJytykc5",
"league_season": 2026,
"match_date": "2026-09-26 18:00:00",
"public_id": "4bTiIOrxyHtBQU",
"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": "Kerkrade",
"venue_name": "Parkstad Limburg"
},
"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": 0.4458,
"best_odd": 2.94,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0028,
"ev": -0.0387,
"implied_prob": 0.3242,
"joint_probs": {
"away": 0.3242,
"draw": 0.2633,
"home": 0.4126
},
"model_prob": 0.3304,
"p_final": 0.327
},
"draw": {
"alpha": 0.2905,
"best_odd": 3.62,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0062,
"ev": -0.0247,
"implied_prob": 0.2633,
"joint_probs": {
"away": 0.3242,
"draw": 0.2633,
"home": 0.4126
},
"model_prob": 0.2844,
"p_final": 0.2694
},
"ev_available": true,
"home": {
"alpha": 0.4315,
"best_odd": 2.31,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0119,
"ev": -0.0743,
"implied_prob": 0.4126,
"joint_probs": {
"away": 0.3242,
"draw": 0.2633,
"home": 0.4126
},
"model_prob": 0.3851,
"p_final": 0.4007
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 2.94,
"edge": -0.0097,
"ev": -0.0285,
"implied_prob": 0.3401,
"model_prob": 0.3304
},
"draw": {
"best_odd": 3.62,
"edge": 0.0082,
"ev": 0.0297,
"implied_prob": 0.2762,
"model_prob": 0.2844
},
"ev_available": true,
"home": {
"best_odd": 2.31,
"edge": -0.0478,
"ev": -0.1104,
"implied_prob": 0.4329,
"model_prob": 0.3851
}
},
"btts": {
"alpha_no": 0.2694,
"alpha_yes": 0.3705,
"best_no_odd": 2.45,
"best_yes_odd": 1.55,
"btts_ev_mode": "market_first_available",
"edge_no": 0.0275,
"edge_yes": -0.0275,
"ev_available": true,
"ev_no": 0.0315,
"ev_no_risk_adj": -0.0598,
"ev_yes": -0.1026,
"ev_yes_risk_adj": -0.0899,
"implied_no": 0.3935,
"implied_yes": 0.6065,
"market_first": {
"available": true,
"mode": "market_first_btts",
"n_bookmakers": 7,
"no": {
"alpha": 0.2694,
"best_odd": 2.335,
"edge": 0.0068,
"ev": -0.0598,
"implied_prob": 0.3959,
"model_prob": 0.421,
"p_final": 0.4026
},
"prediction_confidence": "low",
"yes": {
"alpha": 0.3705,
"best_odd": 1.53,
"edge": -0.0093,
"ev": -0.0899,
"implied_prob": 0.6041,
"model_prob": 0.579,
"p_final": 0.5948
}
},
"n_bookmakers": 7,
"p_final_no": 0.4026,
"p_final_yes": 0.5948,
"prediction_confidence": "low",
"reliability": "medium"
},
"ou25": {
"alpha_over": 0.3613,
"alpha_under": 0.3284,
"best_over_odd": 1.68,
"best_under_odd": 2.22,
"consensus_over_odd": 1.645,
"consensus_under_odd": 2.155,
"edge_over": -0.0406,
"edge_under": 0.0406,
"ev_available": true,
"ev_over": -0.1163,
"ev_over_risk_adj": -0.0915,
"ev_under": 0.0523,
"ev_under_risk_adj": -0.038,
"implied_over": 0.5666,
"implied_over_mf": 0.5671,
"implied_under": 0.4334,
"implied_under_mf": 0.4329,
"market_first": {
"available": true,
"mode": "market_first_ou",
"n_bookmakers": 7,
"over": {
"alpha": 0.3613,
"best_odd": 1.645,
"edge": -0.0148,
"ev": -0.0915,
"implied_prob": 0.5671,
"model_prob": 0.526,
"p_final": 0.5523
},
"prediction_confidence": "low",
"under": {
"alpha": 0.3284,
"best_odd": 2.155,
"edge": 0.0135,
"ev": -0.038,
"implied_prob": 0.4329,
"model_prob": 0.474,
"p_final": 0.4464
}
},
"n_bookmakers": 7,
"ou_ev_mode": "market_first_available",
"p_final_over": 0.5523,
"p_final_under": 0.4464,
"prediction_confidence": "low",
"reliability": "medium"
}
},
"match_tier": "value_game",
"min_ev": 0.02,
"total_xg": 2.78,
"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": 0.0523,
"best_outlier_ev": 0.0523,
"best_tracked_ev": 0.0523,
"confidence": 5.5,
"decision_confidence_v1": {
"breakdown": [
"pred_conf_v1_primary_line",
"pred_conf_v1_max_1x2_under_50",
"pred_conf_v1_multi_ev_lines"
],
"breakdown_resolved": [
"Primary line identified (+1.0)",
"Max 1X2 prob under 50% (no dominant 1X2) (\u22121.0)",
"Two or more valid +EV lines at threshold (+0.5)"
],
"breakdown_v2": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 6.3,
"score_v1_legacy": 5.5,
"score_v2_pre_penalty": 7.3,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"score": 6.3,
"score_pre_penalty": 7.3
},
"decision_type": "PRIMARY",
"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": "primary",
"final_decision": {
"action": "primary",
"alignment": {
"direction_aligned": true,
"direction_key": "agree",
"gap_pp": 2.8,
"key": "agree",
"label": "Agree",
"model_strong": false,
"pricing_aligned": true,
"pricing_key": "high",
"probability_gap_pp": 2.8,
"summary": "Model and market currently agree on the stronger side (Roda)."
},
"alignment_key": "agree",
"best_consensus_ev": 0.0523,
"best_outlier_ev": 0.0523,
"confidence_band": "Moderate",
"decision_strength": 6.3,
"decision_strength_v1": 5.5,
"decision_strength_v2": 7.3,
"decision_type": "PRIMARY",
"execution_confidence": 94,
"extreme_disagreement": false,
"final_verdict_audit": {
"action": "Compare best available odds before sizing.",
"action_label": "Action",
"decision": "Primary Bet",
"is_primary": true,
"snapshot": "The Decision Model estimates Roda at 38.5%, compared with a no-vig market probability of 41.3%.",
"why": [
{
"text": "Decision Model identifies Roda as the value side (38.5%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Consensus EV, reliability/execution, and calibration cleared Primary gates",
"tone": "ok"
},
{
"text": "Model confidence reduced due to calibration uncertainty",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 2.8,
"gates_failed": [],
"has_top_pick": true,
"headline": "Primary Bet",
"hero_mode": "default",
"icon": "\u2713",
"label": "Primary Bet \u2014 Market-confirmed value",
"market_signal": "Market aligns with model lean",
"model_conflict_detail": null,
"model_lean": "Roda",
"no_primary_reasons": null,
"outlier_detected": false,
"outlier_excluded_panel": "",
"primary_allowed": true,
"primary_block_explain": null,
"primary_gate_checklist": "Gate checklist: Consensus EV +5.2% \u2705 (need \u2265+5.0%) \u00b7 Calibration See checklist \u2705 \u2192 Primary eligible. Decision Strength 6.3/10 (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 +5.2% (gate \u2265+5.0%) \u00b7 Calibration: See checklist \u2192 Primary eligible \u00b7 Decision Strength 6.3/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "warning"
},
{
"key": "reliability",
"label": "Rel",
"ok": true,
"value": "90 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": true,
"value": "94 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+5.2% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": true,
"value": "true"
}
],
"passed": 8,
"total": 8
},
"primary_type": "market_confirmed",
"reasons": [
"Model and market currently agree on the stronger side (Roda).",
"Decision strength: 6.3/10"
],
"reliability_score": 90,
"speed_read": "Speed read: Model Signal can look moderate/strong while Decision Strength stays low after calibration \u2014 Strength alone does not block Primary (v2.5+); still check reliability/execution/EV hard gates.",
"strength_v2_breakdown": [
"Base decision score (v1)",
"Reliability supports action",
"Market aligns with model",
"Consensus-line +EV",
"Low xG separation (league-average noise)"
],
"subline": "Market-confirmed consensus value \u2014 steam supports the model lean. Size carefully.",
"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": "actionable",
"validation_ok": true,
"value_context": {
"consensus_ev": -0.0743,
"consensus_ev_display": "-7.4%",
"consensus_odds": 2.31,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.4126,
"is_extreme_disagreement": false,
"model_prob": 0.3851,
"raw_edge_display": "-2.8 percentage points",
"raw_edge_pp": -2.8,
"raw_implied_prob": 0.4329004329004329,
"raw_signal_ev": -0.1104,
"raw_signal_ev_display": "-11.0%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "warning",
"deviation_pct": 7.4,
"reasons": [
"Thin xG separation gap=0.12"
],
"recommended_action": "monitor",
"strength_delta": -1.0,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "low",
"block_value_alert": false,
"separation_score": -10,
"strength_delta": -1.0,
"xg_gap": 0.12
}
}
},
"game_type": {
"label_zh": "\u672a\u5206\u578b",
"scoring_type": "neutral",
"signals": {
"btts_yes_prob": 0.579,
"draw_prob": 0.2844,
"max_1x2_prob": 0.3851,
"over_prob": 0.526,
"total_xg": 2.78,
"under_prob": 0.474,
"xg_diff": 0.12
},
"type": "neutral",
"typing_weights_enabled": true
},
"hero_display_pick": null,
"hero_mode": "default",
"longshot_picks": [],
"markets": {
"1x2": {
"consensus_odds": 2.31,
"decision": "no_bet",
"edge": -0.0119,
"ev": -0.0743,
"implied_prob": 0.4126,
"max_ev_side": "draw",
"model_prob": 0.3851,
"side": "home",
"side_label": "Roda"
},
"btts": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.2694,
"available": true,
"consensus_odds": 2.335,
"edge": 0.0068,
"market_prob": 0.3959,
"mode": "market_first_btts",
"model_prob": 0.421,
"n_bookmakers": 7,
"no": {
"alpha": 0.2694,
"best_odd": 2.335,
"edge": 0.0068,
"ev": -0.0598,
"implied_prob": 0.3959,
"model_prob": 0.421,
"p_final": 0.4026
},
"p_final": 0.4026,
"prediction_confidence": "low",
"risk_adj_ev": -0.0598,
"value_side": "no",
"yes": {
"alpha": 0.3705,
"best_odd": 1.53,
"edge": -0.0093,
"ev": -0.0899,
"implied_prob": 0.6041,
"model_prob": 0.579,
"p_final": 0.5948
}
},
"edge": 0.0275,
"ev": 0.0315,
"implied_prob": 0.3935,
"model_prob": 0.421,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "value_bet",
"decision_layer": {
"alpha": 0.3284,
"available": true,
"consensus_odds": 2.155,
"edge": 0.0135,
"market_prob": 0.4329,
"mode": "market_first_ou",
"model_prob": 0.474,
"n_bookmakers": 7,
"over": {
"alpha": 0.3613,
"best_odd": 1.645,
"edge": -0.0148,
"ev": -0.0915,
"implied_prob": 0.5671,
"model_prob": 0.526,
"p_final": 0.5523
},
"p_final": 0.4464,
"prediction_confidence": "low",
"risk_adj_ev": -0.038,
"under": {
"alpha": 0.3284,
"best_odd": 2.155,
"edge": 0.0135,
"ev": -0.038,
"implied_prob": 0.4329,
"model_prob": 0.474,
"p_final": 0.4464
},
"value_side": "under"
},
"edge": 0.0406,
"ev": 0.0523,
"implied_prob": 0.4334,
"model_prob": 0.474,
"side": "under",
"value_side": "under"
}
},
"match_id": 1551815,
"match_regime": {
"action": "optional",
"actionable": true,
"clear_edge": false,
"code": "thin_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.0523,
"min_ev": 0.02,
"stake_mult": 0.25,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.3304,
"draw": 0.2844,
"home": 0.3851
},
"reason_codes": [
"no_ev_1x2",
"high_total_goals"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": true,
"suppressed_primary": null,
"teams": {
"away": "Waalwijk",
"home": "Roda"
},
"top_pick": {
"composite_score": 0.02479,
"decision": "value_bet",
"ev": 0.0523,
"implied_prob": 0.4334,
"market": "ou_2_5",
"model_prob": 0.474,
"not_dominant": true,
"primary_strength": "clear",
"risk_band": "medium",
"risk_tier": "primary",
"side": "under",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 2,
"value_context_1x2": {
"consensus_ev": -0.0743,
"consensus_ev_display": "-7.4%",
"consensus_odds": 2.31,
"disagreement_label": "Normal",
"disagreement_level": "normal",
"implied_prob": 0.4126,
"is_extreme_disagreement": false,
"model_prob": 0.3851,
"raw_edge_display": "-2.8 percentage points",
"raw_edge_pp": -2.8,
"raw_implied_prob": 0.4329004329004329,
"raw_signal_ev": -0.1104,
"raw_signal_ev_display": "-11.0%"
}
}
},
"fixture_id": 1551815,
"generated_at_utc": "2026-09-26T18:00:50.788722+00:00",
"lang_id": "en"
}
Terokai Kandungan Ramalan Lain
Dapatkan Ramalan Premium untuk Roda & Waalwijk!
Buka analisis mendalam, tip pertaruhan eksklusif, dan ramalan perlawanan dengan perkhidmatan langganan premium kami.
Langgan Sekarang
Eerste Divisie — Kedudukan
| # | PASUKAN | P | M | S | K | Mata |
|---|---|---|---|---|---|---|
| 1 | Heracles | 8 | 7 | 0 | 1 | 21 |
| 2 | Almere City FC | 8 | 5 | 1 | 2 | 16 |
| 3 | MVV Maastricht | 8 | 5 | 1 | 2 | 16 |
| 4 | VVV Venlo | 8 | 5 | 0 | 3 | 15 |
| 5 | Roda | 8 | 4 | 3 | 1 | 15 |
| 6 | Emmen | 8 | 5 | 0 | 3 | 15 |
| 7 | Waalwijk | 8 | 3 | 4 | 1 | 13 |
| 8 | Vitesse | 8 | 4 | 1 | 3 | 13 |
| 9 | NAC Breda | 8 | 4 | 1 | 3 | 13 |
| 10 | Jong AZ | 9 | 4 | 1 | 4 | 13 |
| 11 | FC Volendam | 8 | 4 | 0 | 4 | 12 |
| 12 | Jong PSV | 9 | 3 | 3 | 3 | 12 |
| 13 | FC Eindhoven | 8 | 3 | 1 | 4 | 10 |
| 14 | Helmond Sport | 8 | 2 | 2 | 4 | 8 |
| 15 | Jong Ajax | 9 | 2 | 2 | 5 | 8 |
| 16 | Den Bosch | 7 | 2 | 1 | 4 | 7 |
| 17 | Dordrecht | 8 | 2 | 1 | 5 | 7 |
| 18 | Jong Utrecht | 9 | 2 | 1 | 6 | 7 |
| 19 | FC OSS | 8 | 2 | 0 | 6 | 6 |
| 20 | De Graafschap | 7 | 1 | 1 | 5 | 4 |
| # | PASUKAN | P | J | B | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | Heracles | 8 | 26 | 10 | +16 | 21 |
| 2 | Jong AZ | 9 | 22 | 17 | +5 | 13 |
| 3 | VVV Venlo | 8 | 21 | 14 | +7 | 15 |
| 4 | FC Volendam | 8 | 20 | 16 | +4 | 12 |
| 5 | Almere City FC | 8 | 18 | 7 | +11 | 16 |
| 6 | Waalwijk | 8 | 18 | 11 | +7 | 13 |
| 7 | Emmen | 8 | 18 | 17 | +1 | 15 |
| 8 | NAC Breda | 8 | 17 | 17 | 0 | 13 |
| 9 | Jong Utrecht | 9 | 15 | 21 | -6 | 7 |
| 10 | Jong PSV | 9 | 14 | 16 | -2 | 12 |
| 11 | Vitesse | 8 | 13 | 11 | +2 | 13 |
| 12 | Helmond Sport | 8 | 13 | 14 | -1 | 8 |
| 13 | FC Eindhoven | 8 | 13 | 17 | -4 | 10 |
| 14 | Jong Ajax | 9 | 13 | 22 | -9 | 8 |
| 15 | MVV Maastricht | 8 | 12 | 15 | -3 | 16 |
| 16 | Den Bosch | 7 | 12 | 16 | -4 | 7 |
| 17 | Dordrecht | 8 | 12 | 23 | -11 | 7 |
| 18 | Roda | 8 | 9 | 5 | +4 | 15 |
| 19 | FC OSS | 8 | 8 | 13 | -5 | 6 |
| 20 | De Graafschap | 7 | 8 | 20 | -12 | 4 |
| # | PASUKAN | P | xG | xGC | +/- | Mata |
|---|---|---|---|---|---|---|
| 1 | FC Volendam | 8 | 9.6 | 5.1 | +4.5 | 12 |
| 2 | Heracles | 8 | 10.1 | 6.0 | +4.1 | 21 |
| 3 | Emmen | 8 | 9.2 | 6.2 | +3.0 | 15 |
| 4 | NAC Breda | 8 | 9.8 | 6.9 | +2.9 | 13 |
| 5 | MVV Maastricht | 8 | 6.7 | 3.8 | +2.9 | 16 |
| 6 | Jong PSV | 9 | 8.5 | 5.7 | +2.8 | 12 |
| 7 | Den Bosch | 7 | 9.6 | 7.0 | +2.6 | 7 |
| 8 | Vitesse | 8 | 8.0 | 6.8 | +1.2 | 13 |
| 9 | Jong AZ | 9 | 6.9 | 5.7 | +1.2 | 13 |
| 10 | Almere City FC | 8 | 7.2 | 6.1 | +1.1 | 16 |
| 11 | Roda | 8 | 8.1 | 7.2 | +0.9 | 15 |
| 12 | Waalwijk | 8 | 4.8 | 4.6 | +0.2 | 13 |
| 13 | FC OSS | 8 | 5.3 | 7.3 | -2.0 | 6 |
| 14 | De Graafschap | 7 | 5.4 | 7.6 | -2.2 | 4 |
| 15 | Jong Ajax | 9 | 8.4 | 10.8 | -2.4 | 8 |
| 16 | VVV Venlo | 8 | 5.7 | 8.9 | -3.2 | 15 |
| 17 | Helmond Sport | 8 | 2.6 | 6.2 | -3.6 | 8 |
| 18 | Jong Utrecht | 9 | 5.4 | 9.6 | -4.2 | 7 |
| 19 | FC Eindhoven | 8 | 3.9 | 8.2 | -4.3 | 10 |
| 20 | Dordrecht | 8 | 5.0 | 10.7 | -5.7 | 7 |