AI correctly predicted the Independiente Medellín win.
The match finished 2–3, validating the model's directional assessment.
Thị trường được theo dõi so với kết quả toàn thời gian
Mỗi hàng so sánh mô hình trước trận đấu với kết quả toàn thời gian.
- Chợ Dự đoán Kết quả kết quả
- Tài / Xỉu 2.5 Xỉu 2.5 Tài 2.5 (5 mục tiêu) ✖ Không đúng
- Cả Hai Đội Đều Ghi Bàn BTTS Không Có ✖ Không đúng
- 1X2 Independiente Medellín Independiente Medellín ✔ Chính xác
- Thông tin tỷ số chính xác 0-1, 1-1, 0-2, 1-2, 0-0 2-3 ✖ Không đúng
Post Match Insights
What worked
- Independiente Medellín attacking xG significantly stronger (1.49 vs 0.95)
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 (5 goals)
Market lesson
The model's directional lean matched the full-time result (Independiente Medellín win 2–3).
Dòng thời gian dự đoán
Dự đoán này chuyển từ dự báo sang đánh giá toàn thời gian như thế nào.
-
Aug 04, 2026 · 23:14 UTC Forecast generated
- xG · Deportes Tolima 0.95 — Independiente Medellín 1.49
-
Aug 04, 2026 · 23:15 UTC Kickoff
-
FT Full-time result Independiente Medellín win · 2–3
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Ảnh chụp lịch sử
Bị treo khi bắt đầu — kết quả đầu ra của mô hình như trước khi trận đấu bắt đầu.
Số liệu trước trận đấu (bối cảnh lịch sử)
- Validation: Pending
- No strong statistical edge
- Market has already priced much of the edge
- Validation pending
Validation Report
Immutable SnapshotXem lại câu hỏi thường gặp
- Dự đoán đó chính xác đến mức nào?
- Trang này xếp loại các thị trường định hướng (1X2, Trên/Dưới 2,5, BTTS) so với kết quả toàn thời gian. Mức dự đoán phản ánh có bao nhiêu thị trường được theo dõi phù hợp với thực tế.
- Độ chính xác xG đo lường điều gì?
- Độ chính xác của xG so sánh hồ sơ bàn thắng dự kiến trước trận đấu của mô hình với tỷ số thực tế — chứ không phải liệu mọi thị trường có thành công hay không. Đánh giá mang tính định hướng mạnh mẽ có thể cùng tồn tại với điểm chính xác xG vừa phải.
- Tại sao tỷ số chính xác không được dự đoán?
- Các kết quả có tỷ số chính xác là các kết quả có xác suất thấp ngay cả khi mô hình đọc tốt hồ sơ trận đấu. Chúng tôi nêu bật các thùng điểm cao nhất cho ngữ cảnh; thiếu dòng chính xác không làm mất hiệu lực của đánh giá định hướng.
- Điều này có cải thiện bản ghi AI không?
- Mỗi trận đấu kết thúc sẽ được ghi vào hệ thống xác thực của chúng tôi. Tỷ lệ trúng tổng hợp và nghiên cứu CLV được xuất bản riêng - trang này là đường dẫn kiểm tra mỗi trận đấu.
Dự đoán chỉ nhằm mục đích thông tin. Luôn đánh bạc có trách nhiệm và trong giới hạn của bạn. Hiệu suất trong quá khứ không đảm bảo kết quả trong tương lai.
Chưa có briefing AI cho trận này. Sau khi nâng cấp máy chủ, chạy lại «Tạo tỷ lệ hàng loạt» để tạo bản tóm tắt.
View technical JSON
{
"bundle_version": 1,
"content_hash": "89c977145221336fca63b11cd441fd923684dffd775fb3474d6a60bec3a5a717",
"decision_algo_version": "2.5.0",
"facts": {
"ai_fp": {
"away_predicted_xg": 1.49,
"away_win_prob": 0.4815,
"away_win_prob_posterior": null,
"bayes_applied": 0,
"btts_no_prob": 0.509,
"btts_yes_prob": 0.491,
"dc_rho": -0.13,
"draw_prob": 0.2938,
"draw_prob_posterior": null,
"fair_odds_away": 2.08,
"fair_odds_away_posterior": null,
"fair_odds_draw": 3.4,
"fair_odds_draw_posterior": null,
"fair_odds_home": 4.45,
"fair_odds_home_posterior": null,
"home_predicted_xg": 0.95,
"home_win_prob": 0.2247,
"home_win_prob_posterior": null,
"over_25_prob": 0.441,
"prediction_confidence": "high",
"under_25_prob": 0.559
},
"api_prediction": {
"advice": "Double chance : draw or Independiente Medell\u00edn",
"main_pick_display": "Winner : Independiente Medell\u00edn",
"percent_away": "45%",
"percent_draw": "45%",
"percent_home": "10%",
"winner_name": "Independiente Medell\u00edn"
},
"away_xg": 1.49,
"betting_insight": {
"bet_label": "Independiente Medell\u00edn",
"confidence": 48.1,
"main_pick_meta": {
"confidence": "low",
"display_text": "Winner : Independiente Medell\u00edn",
"edge": 0.2351,
"edge_gap": 0.1867,
"market": "1X2",
"market_prob": 0.2459,
"model_prob": 0.481,
"pick_type": "winner",
"probabilities": {
"away": 48.1,
"draw": 29.4,
"home": 22.5
},
"reason": "",
"selection": "away",
"selection_name": "Independiente Medell\u00edn"
},
"market_comparison": [
{
"affi_link": "",
"bookmaker_name": "Pinnacle",
"odd": 3.88
}
],
"risk_color": "#f44336",
"risk_key": "high_risk",
"stacked_market": null,
"value_bet": {
"best_odds": 3.88,
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"display_market": "Independiente Medell\u00edn Win",
"is_value": false,
"label": "Away",
"market_fair_odds": 4.07,
"market_odds": 3.88,
"model_odds": 2.08,
"overround": 4.8,
"prob_edge": 22.3,
"value_pct": 86.5,
"value_rating": "no_value"
}
},
"betting_markets": {
"btts": {
"away_clean_sheet": 5,
"away_failed_to_score": 2,
"away_played": 20,
"away_score_rate": 77.5,
"home_clean_sheet": 9,
"home_failed_to_score": 6,
"home_played": 24,
"home_score_rate": 61.3,
"no_prob": 50.9,
"pick": "No",
"pick_prob": 50.9,
"source": "xG_dc",
"strong_pick": false,
"yes_prob": 49.1
},
"correct_score": {
"away_expected": 1.49,
"home_expected": 0.95,
"scores": [
{
"away": 1,
"home": 0,
"label": "0-1",
"prob": 13.0
},
{
"away": 1,
"home": 1,
"label": "1-1",
"prob": 12.3
},
{
"away": 2,
"home": 0,
"label": "0-2",
"prob": 9.7
},
{
"away": 2,
"home": 1,
"label": "1-2",
"prob": 9.2
},
{
"away": 0,
"home": 0,
"label": "0-0",
"prob": 8.7
}
],
"source": "xG"
},
"double_chance": {
"options": [
{
"key": "1X",
"label": "Deportes Tolima or Draw",
"prob": 51.9
},
{
"key": "12",
"label": "Deportes Tolima or Independiente Medell\u00edn",
"prob": 70.6
},
{
"key": "X2",
"label": "Draw or Independiente Medell\u00edn",
"prob": 77.5
}
],
"pick_key": "X2",
"pick_label": "Draw or Independiente Medell\u00edn",
"pick_prob": 77.5
},
"match_winner": {
"away_pct": 48.1,
"draw_pct": 29.4,
"home_pct": 22.5,
"lean_key": "away",
"lean_label": "Independiente Medell\u00edn"
},
"over_under": {
"api_hint": null,
"avg_total": 2.44,
"away_avg_scored": 1.5,
"confidence": "medium",
"home_avg_scored": 1.4,
"over_prob": 44.1,
"pick": "Under 2.5",
"pick_prob": 55.9,
"source": "xG_dc",
"strong_pick": false,
"total_expected": 2.44,
"under_prob": 55.9
},
"prob_source": "poisson",
"value_bet_enhanced": {
"bookmaker_id": 0,
"bookmaker_name": "Pinnacle",
"edge": 86.6,
"implied_prob": 25.8,
"is_value": false,
"label": "Away",
"market": "Independiente Medell\u00edn Win",
"model_prob": 48.1,
"odds": 3.88
}
},
"closing_line_bundle": {
"away_team": "Independiente Medell\u00edn",
"closing_1x2_probs_pct": {
"away": 24.59,
"draw": 30.19,
"home": 45.22
},
"closing_bookmaker": "Pinnacle",
"closing_capture": "PRE1",
"closing_fetched_at": "2026-08-04 23:14:02",
"early_bookmaker": "Pinnacle",
"early_capture": "PRE30",
"early_fetched_at": "2026-08-04 22:44:02",
"has_data": true,
"home_team": "Deportes Tolima",
"largest_move_kind": null,
"max_abs_move_pp": 0.0,
"model_vs_closing": [
{
"closing_implied_pct": 45.22,
"gap_pp": -22.74,
"kind": "1x2_h",
"model_pct": 22.48
},
{
"closing_implied_pct": 30.19,
"gap_pp": -0.77,
"kind": "1x2_d",
"model_pct": 29.42
},
{
"closing_implied_pct": 24.59,
"gap_pp": 23.51,
"kind": "1x2_a",
"model_pct": 48.1
},
{
"closing_implied_pct": 43.19,
"gap_pp": 0.91,
"kind": "ou_o",
"model_pct": 44.1
},
{
"closing_implied_pct": 56.81,
"gap_pp": -0.91,
"kind": "ou_u",
"model_pct": 55.9
}
],
"movement": [
{
"closing": 2.11,
"early": 2.11,
"implied_closing_pct": 45.22,
"implied_delta_pp": 0.0,
"implied_early_pct": 45.22,
"kind": "1x2_h"
},
{
"closing": 3.16,
"early": 3.16,
"implied_closing_pct": 30.19,
"implied_delta_pp": 0.0,
"implied_early_pct": 30.19,
"kind": "1x2_d"
},
{
"closing": 3.88,
"early": 3.88,
"implied_closing_pct": 24.59,
"implied_delta_pp": 0.0,
"implied_early_pct": 24.59,
"kind": "1x2_a"
},
{
"closing": 2.21,
"early": 2.21,
"implied_closing_pct": 43.19,
"implied_delta_pp": 0.0,
"implied_early_pct": 43.19,
"kind": "ou_o"
},
{
"closing": 1.68,
"early": 1.68,
"implied_closing_pct": 56.81,
"implied_delta_pp": 0.0,
"implied_early_pct": 56.81,
"kind": "ou_u"
}
],
"movement_negligible": true,
"same_bookmaker": true,
"top_value_gap": {
"gap_pp": 23.5,
"kind": "1x2_a"
}
},
"correct_score_insight": {
"best_value": null,
"most_likely": {
"label": "0-1",
"prob": 13.0
}
},
"home_xg": 0.95,
"homepage_pick": {
"best_bookmaker": "Pinnacle",
"best_odds": 4.17,
"confidence": "lean",
"display_label": "Away Independiente Medell\u00edn",
"edge": 24.1,
"ev": 0.0,
"probability": 48.1
},
"market_cards": [
{
"authority_action": "wait",
"authority_note": "Model validation or guard rules block actionable value signals.",
"consensus_odds": 3.88,
"decision": "value_bet",
"disagreement_label": "Strong",
"disagreement_level": "strong",
"ev": 0.1312,
"ev_available": true,
"ev_display": {
"capped": false,
"raw_pct": 13.1,
"text": "+13.1%"
},
"featured": true,
"id": "1x2",
"implied_prob": 0.2459,
"is_extreme_disagreement": false,
"max_ev": 0.1312,
"max_ev_display": {
"capped": false,
"raw_pct": 13.1,
"text": "+13.1%"
},
"model_prob": 0.481,
"raw_edge_display": "+23.5 percentage points",
"raw_edge_pp": 23.5,
"raw_signal_ev": 0.8663,
"raw_signal_ev_display": "+86.6%",
"show_primary_label": false,
"side_label": "Independiente Medell\u00edn",
"sort_key": 10268.08,
"tier": "best"
},
{
"decision": "lean",
"ev_available": false,
"ev_over": null,
"ev_over_display": null,
"ev_under": null,
"ev_under_display": null,
"featured": false,
"id": "ou_2_5",
"max_ev": null,
"over_prob": 44.1,
"sort_key": 4050.0,
"tier": "lean",
"under_prob": 55.9,
"value_side": "under"
},
{
"decision": "no_bet",
"ev_available": false,
"ev_no": null,
"ev_no_display": null,
"ev_yes": null,
"ev_yes_display": null,
"featured": false,
"id": "btts",
"max_ev": null,
"no_prob": 50.9,
"sort_key": 2050.0,
"tier": "pass",
"value_side": "no",
"yes_prob": 49.1
},
{
"featured": false,
"id": "correct_score",
"sort_key": 819.0,
"tier": "risk",
"top_label": "0-1",
"top_prob": 13.0
}
],
"market_intelligence": {
"betting_signal": {
"alert_breadth": "9/14",
"alert_breadth_note": "9/14 sportsbooks confirmed",
"alert_move": "\u2193 -9.5%",
"alert_team": "Independiente Medell\u00edn",
"alert_title": "Sharp Money Alert",
"divergence_pp": 23.6,
"has_alert": true,
"hero_edge_pp": 23.56,
"hero_label": "Independiente Medell\u00edn",
"market_prob_pct": 24.6,
"market_team": "Deportes Tolima",
"model_prob_pct": 48.1,
"model_team": "Independiente Medell\u00edn",
"show": true,
"status_icon": "!",
"status_key": "caution",
"status_label": "Use caution",
"status_line": "Use caution \u2014 signals are mixed",
"steam_score": 56,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Betting Signal"
},
"decision_chain": {
"academy_links": [
{
"key": "market_disagree",
"read_min": 5,
"title": "When Should You Trust AI Over the Market?",
"url": "/academy/ai-betting/when-should-you-trust-ai-over-the-market/en"
},
{
"key": "steam",
"read_min": 4,
"title": "What Is a Steam Move?",
"url": "/academy/betting-market/what-is-a-steam-move/en"
},
{
"key": "clv_pending",
"read_min": 3,
"title": "Why CLV Matters More Than Win Rate",
"url": "/academy/clv/why-clv-matters-more-than-win-rate/en"
}
],
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 23.6,
"key": "agree",
"label": "Direction agree \u00b7 Pricing diverges",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 23.6,
"summary": "Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp."
},
"authority": {
"action": "wait",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 23.6,
"key": "agree",
"label": "Direction agree \u00b7 Pricing diverges",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 23.6,
"summary": "Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp."
},
"alignment_key": "agree",
"best_consensus_ev": 0.1312,
"best_outlier_ev": 0.8661,
"confidence_band": "Moderate",
"decision_strength": 5.5,
"decision_strength_v1": 3.0,
"decision_strength_v2": 5.0,
"decision_type": "VALUE_ALERT",
"execution_confidence": 39,
"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 AI model sees Independiente Medell\u00edn at 48.1% vs market 24.6%.",
"why": [
{
"text": "AI identifies Independiente Medell\u00edn as the stronger side (48.1%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 23.5,
"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": "Direction aligns with model lean; pricing still diverges",
"model_conflict_detail": null,
"model_lean": "Independiente Medell\u00edn",
"no_primary_reasons": {
"all_triggered": [
"market_quality"
],
"calibration_mode": null,
"codes": [
"market_quality"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Independiente Medell\u00edn \u00b7 decimal odds ~3.88 (derived from model% \u00d7 (1+EV)) \u00b7 EV +87% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1549707 \u00b7 snapshot=live-render \u00b7 odds\u22483.88 \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 +13.1% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +13.1% 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 +13.1% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 5.5/10 (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 +13.1% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 5.5/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "39 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+13.1% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp.",
"Decision strength: 5.5/10",
"Reliability below 65",
"Outlier price +87% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"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": 0.1312,
"consensus_ev_display": "+13.1%",
"consensus_odds": 3.88,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.2459,
"is_extreme_disagreement": false,
"model_prob": 0.481,
"raw_edge_display": "+23.5 percentage points",
"raw_edge_pp": 23.5,
"raw_implied_prob": 0.2577319587628866,
"raw_signal_ev": 0.8663,
"raw_signal_ev_display": "+86.6%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "ok",
"deviation_pct": 10.4,
"reasons": [
"Clear xG separation gap=0.54"
],
"recommended_action": "ok",
"strength_delta": 0.5,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "clear",
"block_value_alert": false,
"separation_score": 5,
"strength_delta": 0.5,
"xg_gap": 0.54
}
}
},
"bet_status": "wait",
"books_breadth_display": "9/14",
"breadth_ratio": 0.6428571428571429,
"evidence": {
"score": 80,
"signals": [
{
"icon": "\u2713",
"key": "statistical_edge",
"label": "Statistical edge detected",
"status": "pass"
},
{
"icon": "!",
"key": "market_agreement",
"label": "Direction agrees; pricing still diverges",
"status": "caution"
},
{
"icon": "\u2713",
"key": "steam",
"label": "Sharp steam supports model side (direction only \u2014 not pricing convergence)",
"status": "pass"
},
{
"icon": "!",
"key": "validation",
"label": "Validation warning",
"status": "caution"
}
],
"stars": 4,
"tier": "high",
"tier_label": "High"
},
"forecast_reliability": {
"breakdown": [
{
"key": "validation",
"label": "Validation: Warning",
"tone": "caution"
},
{
"key": "gap",
"label": "Large market gap (24 pp)",
"tone": "caution"
},
{
"key": "steam",
"label": "Steam aligns with model",
"tone": "ok"
}
],
"parts": {
"alignment": 13.2,
"data_quality": 12.0,
"market_coverage": 6.4,
"steam_coherence": 10.0,
"validation": 14.0
},
"score": 61,
"stars": 3,
"tier": "moderate",
"tier_label": "Moderate"
},
"lean_gap_pp": 23.56,
"market_agreement": "weak",
"max_gap_pp": 23.56,
"model_calibration": {
"away_xg": 1.49,
"calibration_status": "ok",
"deviation_pct": 10.0,
"elevated": false,
"home_xg": 0.95,
"impact_note": "",
"league_avg_xg": 1.35,
"peak_xg": 1.49,
"status_label": "Within typical league range",
"summary": "Home xG 0.95 \u00b7 Away xG 1.49 \u00b7 League avg 1.35 \u00b7 Peak deviation +10%",
"title": "Model Calibration Check"
},
"move_is_drift": false,
"mv_status": "warning",
"odds_delta_pct": -9.5,
"steam_conflicts": false,
"steam_move_display": "\u2193 -9.5%",
"steam_team": "Independiente Medell\u00edn",
"suppress_execution": true,
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 39,
"tier": "low",
"tier_label": "Low"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 0,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 48,
"tier": "moderate",
"tier_label": "Moderate"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 0,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"recommendation": {
"action": "wait",
"label": "Wait - No Primary Bet"
}
},
"verdict": {
"agree_note": "Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp.",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 23.6,
"key": "agree",
"label": "Direction agree \u00b7 Pricing diverges",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 23.6,
"summary": "Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp."
},
"authority": {
"action": "wait",
"alignment": {
"direction_aligned": false,
"direction_key": "conflict",
"gap_pp": 23.6,
"key": "agree",
"label": "Direction agree \u00b7 Pricing diverges",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 23.6,
"summary": "Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp."
},
"alignment_key": "agree",
"best_consensus_ev": 0.1312,
"best_outlier_ev": 0.8661,
"confidence_band": "Moderate",
"decision_strength": 5.5,
"decision_strength_v1": 3.0,
"decision_strength_v2": 5.0,
"decision_type": "VALUE_ALERT",
"execution_confidence": 39,
"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 AI model sees Independiente Medell\u00edn at 48.1% vs market 24.6%.",
"why": [
{
"text": "AI identifies Independiente Medell\u00edn as the stronger side (48.1%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 23.5,
"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": "Direction aligns with model lean; pricing still diverges",
"model_conflict_detail": null,
"model_lean": "Independiente Medell\u00edn",
"no_primary_reasons": {
"all_triggered": [
"market_quality"
],
"calibration_mode": null,
"codes": [
"market_quality"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Independiente Medell\u00edn \u00b7 decimal odds ~3.88 (derived from model% \u00d7 (1+EV)) \u00b7 EV +87% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1549707 \u00b7 snapshot=live-render \u00b7 odds\u22483.88 \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 +13.1% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +13.1% 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 +13.1% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 5.5/10 (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 +13.1% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 5.5/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "39 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+13.1% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp.",
"Decision strength: 5.5/10",
"Reliability below 65",
"Outlier price +87% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"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": 0.1312,
"consensus_ev_display": "+13.1%",
"consensus_odds": 3.88,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.2459,
"is_extreme_disagreement": false,
"model_prob": 0.481,
"raw_edge_display": "+23.5 percentage points",
"raw_edge_pp": 23.5,
"raw_implied_prob": 0.2577319587628866,
"raw_signal_ev": 0.8663,
"raw_signal_ev_display": "+86.6%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "ok",
"deviation_pct": 10.4,
"reasons": [
"Clear xG separation gap=0.54"
],
"recommended_action": "ok",
"strength_delta": 0.5,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "clear",
"block_value_alert": false,
"separation_score": 5,
"strength_delta": 0.5,
"xg_gap": 0.54
}
}
},
"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: Deportes Tolima 0.95 xG vs Independiente Medell\u00edn 1.49 \u2192 Independiente Medell\u00edn 48.1%",
"Market: Deportes Tolima ~24.6% implied",
"Market Steam: Independiente Medell\u00edn \u2193 -9.5%"
],
"one_liner": "Model leans Independiente Medell\u00edn, but market pricing diverges by 24 pp.",
"title": "Why?"
}
},
"edge_rows": [
{
"edge_pp": -22.75,
"fair_prob": 22.47,
"label": "Deportes Tolima",
"market_prob": 45.22,
"market_type": "1x2",
"outcome": "home"
},
{
"edge_pp": -0.81,
"fair_prob": 29.38,
"label": "Draw",
"market_prob": 30.19,
"market_type": "1x2",
"outcome": "draw"
},
{
"edge_pp": 23.56,
"fair_prob": 48.15,
"label": "Independiente Medell\u00edn",
"market_prob": 24.59,
"market_type": "1x2",
"outcome": "away"
},
{
"edge_pp": null,
"fair_prob": 44.1,
"label": "Over 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "over"
},
{
"edge_pp": null,
"fair_prob": 55.9,
"label": "Under 2.5",
"market_prob": null,
"market_type": "ou25",
"outcome": "under"
},
{
"edge_pp": null,
"fair_prob": 49.1,
"label": "BTTS Yes",
"market_prob": null,
"market_type": "btts",
"outcome": "yes"
},
{
"edge_pp": null,
"fair_prob": 50.9,
"label": "BTTS No",
"market_prob": null,
"market_type": "btts",
"outcome": "no"
}
],
"edge_snapshot": {
"edge_label": "extreme_disagreement",
"edge_pp": 23.56,
"fair_prob_pct": 48.15,
"hero_side": "away",
"hero_team_name": "Independiente Medell\u00edn",
"market_prob_pct": 24.59,
"status": "strong_disagreement",
"steam_team_name": "Independiente Medell\u00edn"
},
"fair_source": "poisson_pipeline",
"fair_vs_market": {
"closing_capture": "PRE1",
"closing_footnote": "Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.",
"comparison_available": true,
"comparison_disabled": false,
"comparison_summary": "The statistical model estimates Independiente Medell\u00edn\u0027s win probability at 48.1%, compared with the closing market\u0027s implied probability of 24.6%, a difference of 23.6 percentage points. This highlights a substantial disagreement between the model\u0027s assessment and the market consensus, rather than indicating which view is ultimately correct.",
"degraded_note": "",
"divergence_guard": {
"divergence_level": "extreme",
"edge_status": "strong_disagreement",
"max_gap_pp": 23.56,
"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: PRE1.",
"forecast_assessment": {
"favourite_class": "Slight favourite",
"favourite_label": "Independiente Medell\u00edn",
"forecast_certainty_tier": "medium",
"headline": "Slight edge match",
"market_agreement_label": "Weak",
"market_direction": {
"label": "Supports model direction",
"positive": true
},
"market_prob_pct": 24.6,
"model_prob_gap_display": "+23.5 percentage points",
"model_prob_gap_pp": 23.5,
"model_prob_pct": 48.1,
"outcome_separation_tier": "medium",
"paragraphs": [],
"pricing_convergence": {
"gap_display": "+23.5 percentage points",
"gap_pp": 23.5,
"label": "Low convergence",
"label_key": "mi_fa_pricing_low"
},
"reliability_headline": "Limited reliability",
"reliability_icon": "!",
"reliability_score": 61,
"reliability_tier": "limited",
"summary": "Independiente Medell\u00edn \u2014 market direction supports the model, but pricing still diverges (+23.5 pp).",
"tier": "slight_edge",
"title": "Prediction Assessment",
"validation_label": "Warning",
"value_split": {
"execution_confidence": {
"label": "Betting Confidence",
"score": 39,
"tier": "low",
"tier_label": "Low"
},
"market_compatibility": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 0,
"tier": "not_reliable",
"tier_label": "Not reliable"
},
"model_edge_strength": {
"label": "Model Signal Strength",
"score": 48,
"tier": "moderate",
"tier_label": "Moderate"
},
"model_value": {
"label": "Pricing proximity (inverse gap)",
"note": "This score falls as the probability gap (pp) rises \u2014 it is NOT a bet green light. Direction may still agree (see Alignment above). Formula: proximity = max(0, 100 \u2212 5\u00d7pp). Example: 16 pp \u2192 20/100 (diverged).",
"score": 0,
"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: Deportes Tolima 0.95 xG vs Independiente Medell\u00edn 1.49 \u2192 Independiente Medell\u00edn 48.1%",
"Market: Deportes Tolima ~24.6% implied",
"Market Steam: Independiente Medell\u00edn \u2193 -9.5%"
],
"one_liner": "Model leans Independiente Medell\u00edn, but market pricing diverges by 24 pp.",
"title": "Why?"
}
},
"forecast_certainty": {
"note": "A lead outcome exists, but the match is not one-sided in the model.",
"tier": "medium",
"tier_label": "Medium"
},
"forecast_certainty_label": "Medium",
"has_market_probs": true,
"hero_edge_pp": 23.56,
"hero_label": "Independiente Medell\u00edn",
"hero_side": "away",
"market_activity": "Independiente Medell\u00edn odds shortened \u2193 -9.5%.",
"market_agreement": "weak",
"market_agreement_label": "Weak",
"market_interpretation": {},
"market_narrative": {},
"market_source": "closing_1x2",
"max_gap_pp": 23.56,
"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.",
"Favourite exceeds second outcome by 18.8 pp (at 48.1%)."
],
"lead_gap_pp": 18.8,
"max_prob_pct": 48.1,
"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": "extreme",
"largest_gap_label": "Independiente Medell\u00edn",
"largest_gap_pp": 23.6,
"lead": "The model rates Independiente Medell\u00edn considerably stronger than the closing betting market.",
"level": "extreme",
"max_gap_pp": 23.6,
"title": "Strong Disagreement"
},
"rows": [
{
"difference_pp": -22.75,
"edge_pp": -22.75,
"fair_prob_pct": 22.47,
"is_hero": false,
"label": "Deportes Tolima",
"market_prob_pct": 45.22,
"side": "home",
"signal_key": "market_higher",
"signal_label": "Market Higher"
},
{
"difference_pp": -0.81,
"edge_pp": -0.81,
"fair_prob_pct": 29.38,
"is_hero": false,
"label": "Draw",
"market_prob_pct": 30.19,
"side": "draw",
"signal_key": "aligned",
"signal_label": "Aligned"
},
{
"difference_pp": 23.56,
"edge_pp": 23.56,
"fair_prob_pct": 48.15,
"is_hero": true,
"label": "Independiente Medell\u00edn",
"market_prob_pct": 24.59,
"side": "away",
"signal_key": "model_edge",
"signal_label": "Model Edge"
}
],
"status": "strong_disagreement",
"status_label": "Strong Disagreement",
"steam_note": "",
"unavailable_note": ""
},
"interpretation": {
"has_conflict": true,
"paragraphs": [
"The betting market strongly prefers Deportes Tolima (24.6%).",
"However, Independiente Medell\u00edn has attracted one of the strongest multi-book steam moves of the day (\u2193 -9.5%, 9/14).",
"This creates a conflict: Model \u2192 Independiente Medell\u00edn, Market \u2192 Deportes Tolima, Recent sharp money \u2192 Independiente Medell\u00edn.",
"Because signals disagree, confidence remains limited."
],
"show": true,
"title": "OddsGPT Interpretation"
},
"lifecycle": {
"closing_implied_pct": 25.77,
"closing_odds": 3.88,
"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": 25.77,
"entry_odds": 3.88,
"match_phase": "upcoming",
"match_phase_detail": "",
"match_phase_display": "Upcoming",
"match_phase_label": "Upcoming",
"model_validation_label": "Warning",
"model_validation_status": "warning",
"stages": [
{
"detail": "",
"id": "forecast_generated",
"label": "Prediction Generated",
"status": "done"
},
{
"detail": "",
"id": "market_detected",
"label": "Market Compared",
"status": "active"
},
{
"detail": "",
"id": "model_validated",
"label": "Validation Passed",
"status": "active"
},
{
"detail": "PRE1",
"id": "closing_recorded",
"label": "Closing Recorded",
"status": "done"
},
{
"detail": "",
"id": "clv_evaluated",
"label": "CLV Evaluated",
"status": "pending"
}
]
},
"market_move_intelligence": {
"books_reacting": 9,
"books_reacting_detail": [
{
"bookmaker_id": 32,
"bookmaker_name": "Betano",
"is_sharp": false,
"move_delta_display": "\u2193 -13.3%",
"odds_delta_pct": -13.3
},
{
"bookmaker_id": 8,
"bookmaker_name": "Bet365",
"is_sharp": true,
"move_delta_display": "\u2193 -9.5%",
"odds_delta_pct": -9.5
},
{
"bookmaker_id": 36,
"bookmaker_name": "BetVictor",
"is_sharp": false,
"move_delta_display": "\u2193 -7.9%",
"odds_delta_pct": -7.9
},
{
"bookmaker_id": 1,
"bookmaker_name": "10Bet",
"is_sharp": false,
"move_delta_display": "\u2193 -6.5%",
"odds_delta_pct": -6.5
},
{
"bookmaker_id": 9,
"bookmaker_name": "Dafabet",
"is_sharp": false,
"move_delta_display": "\u2193 -6.3%",
"odds_delta_pct": -6.3
},
{
"bookmaker_id": 34,
"bookmaker_name": "Superbet",
"is_sharp": false,
"move_delta_display": "\u2193 -5.1%",
"odds_delta_pct": -5.1
},
{
"bookmaker_id": 3,
"bookmaker_name": "Betfair",
"is_sharp": true,
"move_delta_display": "\u2193 -4.0%",
"odds_delta_pct": -4.0
},
{
"bookmaker_id": 11,
"bookmaker_name": "1xBet",
"is_sharp": false,
"move_delta_display": "\u2193 -3.5%",
"odds_delta_pct": -3.5
},
{
"bookmaker_id": 2,
"bookmaker_name": "Marathonbet",
"is_sharp": false,
"move_delta_display": "\u2193 -3.5%",
"odds_delta_pct": -3.5
}
],
"books_total": 14,
"breadth_display": "9/14",
"clv_label": "+0.00 pp",
"clv_status": "evaluated",
"current_odds": 3.8,
"is_drift": false,
"move_context": "Largest move today",
"move_display": "\u2193 -9.5%",
"move_pct_abs": 9.5,
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 41h 45m",
"narrative_paragraphs": [
"Multi-book steam on Independiente Medell\u00edn (9.5%, 9/14) \u2014 aligned shortening, not a single-book blip.",
"A meaningful move led by sharper sportsbooks, with moderate market confirmation."
],
"narrative_title": "Market Narrative",
"odds_delta_pct": -9.5,
"odds_path": {
"chart_y_labels": [
"4.20",
"4.00",
"3.80"
],
"display": "4.20 \u2192 3.24 \u2192 3.80",
"move_speed_icon": "\ud83d\udc22",
"move_speed_label": "Slow drift over 41h 45m",
"pick_team": "Independiente Medell\u00edn",
"points": [
{
"label_key": "open",
"value": "4.20"
},
{
"label_key": "extreme",
"value": "3.24"
},
{
"label_key": "current",
"value": "3.80"
}
],
"sparkline_points": [
4.2,
3.88,
3.8
],
"sparkline_polyline": "0.0,0.0 28.0,14.4 56.0,18.0",
"sparkline_trend": "down",
"sparkline_trend_label": "One-way drop",
"summary_boxes": [
{
"label_key": "open",
"value": "4.20"
},
{
"label_key": "low",
"value": "3.80"
},
{
"label_key": "high",
"value": "4.20"
},
{
"label_key": "current",
"value": "3.80"
}
]
},
"open_odds": 4.2,
"page_alert_line": "Strong steam move across 9/14 sportsbooks on Independiente Medell\u00edn",
"phase_label": "Sharp repricing",
"phase_tip": "Aggressive adjustment \u2014 often sharp-led or high consensus.",
"pick_team": "Independiente Medell\u00edn",
"ref_book": "Bet365",
"seo_title_alert": "",
"sharp_leader": "Bet365",
"show": true,
"signal_badge_class": "confirm",
"signal_icon": "\ud83d\udcc8",
"signal_impact": {
"current_odds": 3.8,
"is_drift": false,
"label": "Sharp signal",
"move_display": "\u2193 -9.5%",
"open_odds": 4.2,
"summary": "Sharp money supports the same direction as the model lean.",
"team": "Independiente Medell\u00edn",
"tone": "with"
},
"signal_key": "market_steam",
"signal_label": "Steam",
"steam_score": 56,
"steam_subtitle": "Moderate sharp signal",
"steam_tier": "B",
"title": "Market Move Intelligence"
},
"market_overview": {
"breadth_display": "9/14",
"current_odds": 3.8,
"move_display": "\u2193 -9.5%",
"open_odds": 4.2,
"pick_team": "Independiente Medell\u00edn",
"steam_score": 56,
"steam_team_name": "Independiente Medell\u00edn",
"steam_tier": "B"
},
"premium_teaser": {
"current_divergence_pp": 23.6,
"divergence_label": "Current divergence",
"title": "Premium Market Intelligence",
"unlock_items": [
"Historical similar matches",
"Closing odds analysis",
"CLV tracking",
"Sharp money signals",
"Market efficiency rating",
"Historical model vs market results"
],
"unlock_label": "Unlock"
},
"show": true
},
"match": {
"away_expected_goals": null,
"away_goal_display": null,
"away_team_display_name": "Independiente Medell\u00edn",
"away_team_id": 1128,
"away_team_logo": "/static/teams/1128.webp",
"away_team_name": "Independiente Medell\u00edn",
"away_team_slug": "independiente-medellin",
"country_code": "CO",
"country_display_name": "Colombia",
"country_flag": "/static/images/country/co.svg",
"country_id": 34,
"country_name": "Colombia",
"fixture_id": 1549707,
"goals_away": null,
"goals_home": null,
"home_expected_goals": null,
"home_goal_display": null,
"home_team_country": "Colombia",
"home_team_display_name": "Deportes Tolima",
"home_team_id": 1142,
"home_team_logo": "/static/teams/1142.webp",
"home_team_name": "Deportes Tolima",
"home_team_slug": "deportes-tolima",
"league_country": "Colombia",
"league_country_display": "Colombia",
"league_display_name": "Primera A Colombia",
"league_id": 239,
"league_logo": "/static/leagues/239.webp",
"league_name": "Primera A Colombia",
"league_season": 2026,
"match_date": "2026-08-04 23:15:00",
"score_fulltime_away": null,
"score_fulltime_home": null,
"score_penalty_away": null,
"score_penalty_home": null,
"status_long": "Not Started",
"status_short": "NS",
"venue_city": null,
"venue_name": "Estadio Manuel Murillo Toro"
},
"match_decision": {
"confidence": {
"breakdown": [
"pred_conf_md_max_1x2_under_50",
"pred_conf_md_line_above_ev",
"pred_conf_md_xg_borderline"
],
"breakdown_resolved": [
"Max 1X2 prob under 50% (open contest) (\u22121.0)",
"At least one tracked line above +EV threshold (+0.5)",
"Total xG in borderline band (high variance) (\u22121.5)"
],
"score": 5.0
},
"markets": {
"1x2": {
"1x2_ev_mode": "market_first_p15",
"away": {
"alpha": 0.1942,
"best_odd": 3.88,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": 0.0457,
"ev": 0.1312,
"implied_prob": 0.2459,
"joint_probs": {
"away": 0.2459,
"draw": 0.3019,
"home": 0.4522
},
"model_prob": 0.481,
"p_final": 0.2916
},
"draw": {
"alpha": 0.2965,
"best_odd": 3.16,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0023,
"ev": -0.0531,
"implied_prob": 0.3019,
"joint_probs": {
"away": 0.2459,
"draw": 0.3019,
"home": 0.4522
},
"model_prob": 0.2942,
"p_final": 0.2996
},
"ev_available": true,
"home": {
"alpha": 0.2965,
"best_odd": 2.11,
"calibration": {
"active": false,
"hook": "CALIBRATE_1X2_P_FINAL"
},
"edge": -0.0674,
"ev": -0.1882,
"implied_prob": 0.4522,
"joint_probs": {
"away": 0.2459,
"draw": 0.3019,
"home": 0.4522
},
"model_prob": 0.2248,
"p_final": 0.3848
}
},
"1x2_outlier": {
"1x2_ev_mode": "legacy_max_odd",
"away": {
"best_odd": 3.88,
"edge": 0.2232,
"ev": 0.8661,
"implied_prob": 0.2577,
"model_prob": 0.481
},
"draw": {
"best_odd": 3.16,
"edge": -0.0222,
"ev": -0.0702,
"implied_prob": 0.3165,
"model_prob": 0.2942
},
"ev_available": true,
"home": {
"best_odd": 2.11,
"edge": -0.2491,
"ev": -0.5257,
"implied_prob": 0.4739,
"model_prob": 0.2248
}
},
"btts": {
"ev_available": false,
"n_bookmakers": 0,
"reliability": "low"
},
"ou25": {
"ev_available": false,
"n_bookmakers": 0,
"reliability": "low"
}
},
"match_regime": {
"action": "avoid",
"code": "no_edge",
"execution_line_key": "pred_regime_exec_no_actionable",
"insight_line_key": "pred_regime_insight_minor_inefficiency",
"stake_mult": 0.0,
"use_split_strip": true
},
"match_tier": "no_bet",
"min_ev": 0.02,
"total_xg": 2.44,
"variance_flag": true
},
"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": 0.1312,
"best_outlier_ev": 0.8661,
"best_tracked_ev": 0.1312,
"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 aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"guard_capped": true,
"score": 5.5,
"score_before_guard": 6.0,
"score_v1_legacy": 3.0,
"score_v2_pre_penalty": 5.0,
"strength_v2": true
},
"decision_strength_v2": {
"breakdown": [
"Base decision score (v1)",
"Market aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"score": 5.5,
"score_pre_penalty": 5.0
},
"decision_type": "VALUE_ALERT",
"execution": {
"1x2_dominant": false,
"1x2_open_contest": true,
"grade": "B",
"stake_factor": 0.5
},
"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": 23.6,
"key": "agree",
"label": "Direction agree \u00b7 Pricing diverges",
"model_strong": false,
"pricing_aligned": false,
"pricing_key": "low",
"probability_gap_pp": 23.6,
"summary": "Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp."
},
"alignment_key": "agree",
"best_consensus_ev": 0.1312,
"best_outlier_ev": 0.8661,
"confidence_band": "Moderate",
"decision_strength": 5.5,
"decision_strength_v1": 3.0,
"decision_strength_v2": 5.0,
"decision_type": "VALUE_ALERT",
"execution_confidence": 39,
"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 AI model sees Independiente Medell\u00edn at 48.1% vs market 24.6%.",
"why": [
{
"text": "AI identifies Independiente Medell\u00edn as the stronger side (48.1%)",
"tone": "ok"
},
{
"text": "Market broadly agrees with the direction",
"tone": "ok"
},
{
"text": "Market quality / price reliability is insufficient for Primary",
"tone": "bad"
}
],
"why_label": "Decision Summary"
},
"gap_pp": 23.5,
"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": "Direction aligns with model lean; pricing still diverges",
"model_conflict_detail": null,
"model_lean": "Independiente Medell\u00edn",
"no_primary_reasons": {
"all_triggered": [
"market_quality"
],
"calibration_mode": null,
"codes": [
"market_quality"
],
"label": "Reason",
"other_factors": [],
"other_label": "Other factors",
"primary": {
"code": "market_quality",
"detail": "Price reliability is weak (thin coverage, outlier quote, or low book agreement).",
"name": "Market Quality Risk",
"short": "Market Quality Risk",
"tone": "warn"
},
"secondary": null,
"version": "v1"
},
"outlier_detected": true,
"outlier_excluded_panel": "Excluded top quotes (audit row \u2014 never Primary): #1 \u00b7 market 1X2 \u00b7 side Independiente Medell\u00edn \u00b7 decimal odds ~3.88 (derived from model% \u00d7 (1+EV)) \u00b7 EV +87% \u00b7 book: not captured on live render (see odds history / admin snapshot) \u00b7 captured: \u2014 \u00b7 audit_ref: fixture=1549707 \u00b7 snapshot=live-render \u00b7 odds\u22483.88 \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 +13.1% EV. Excluded quotes cannot clear Primary.",
"primary_allowed": false,
"primary_block_explain": {
"entries": [
{
"key": "positive_ev",
"label": "Consensus EV +13.1% 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 +13.1% \u2705 (need \u2265+5.0%) \u00b7 Calibration Clear \u2705 \u2192 Primary blocked. Decision Strength 5.5/10 (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 +13.1% (gate \u2265+5.0%) \u00b7 Calibration: Clear \u2192 Primary blocked \u00b7 Decision Strength 5.5/10 (display only)",
"primary_gates": {
"items": [
{
"key": "extreme_gap",
"label": "Extreme gap",
"ok": true,
"value": "no"
},
{
"key": "xg_calibration",
"label": "xG calibration",
"ok": true,
"value": "ok"
},
{
"key": "reliability",
"label": "Rel",
"ok": false,
"value": "61 (\u226565)"
},
{
"key": "execution",
"label": "Exec",
"ok": false,
"value": "39 (\u226565)"
},
{
"key": "alignment",
"label": "Align",
"ok": true,
"value": "agree"
},
{
"key": "consensus_ev",
"label": "ConsEV",
"ok": true,
"value": "+13.1% (\u2265+5.0%)"
},
{
"key": "top_pick",
"label": "Pick",
"ok": true,
"value": "true"
},
{
"key": "validation",
"label": "Validation",
"ok": false,
"value": "false"
}
],
"passed": 5,
"total": 8
},
"primary_type": null,
"reasons": [
"Model and market favour the same side (Independiente Medell\u00edn), but pricing still diverges by 23.6 pp.",
"Decision strength: 5.5/10",
"Reliability below 65",
"Outlier price +87% EV detected \u2014 not used for Primary (consensus only)."
],
"reliability_score": 61,
"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 aligns with model",
"Consensus-line +EV",
"Clear xG separation"
],
"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": 0.1312,
"consensus_ev_display": "+13.1%",
"consensus_odds": 3.88,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.2459,
"is_extreme_disagreement": false,
"model_prob": 0.481,
"raw_edge_display": "+23.5 percentage points",
"raw_edge_pp": 23.5,
"raw_implied_prob": 0.2577319587628866,
"raw_signal_ev": 0.8663,
"raw_signal_ev_display": "+86.6%"
},
"version": "v2.5",
"xg_calibration": {
"block_value_alert": false,
"calibration_status": "ok",
"deviation_pct": 10.4,
"reasons": [
"Clear xG separation gap=0.54"
],
"recommended_action": "ok",
"strength_delta": 0.5,
"uplift_away": null,
"uplift_home": null,
"xg_separation": {
"band": "clear",
"block_value_alert": false,
"separation_score": 5,
"strength_delta": 0.5,
"xg_gap": 0.54
}
}
},
"game_type": {
"label_zh": "\u5747\u8861\uff08\u5f00\u653e\u8d5b\u679c\uff09",
"scoring_type": "balanced",
"signals": {
"btts_yes_prob": 0.491,
"draw_prob": 0.2942,
"max_1x2_prob": 0.481,
"over_prob": 0.441,
"total_xg": 2.44,
"under_prob": 0.559,
"xg_diff": 0.54
},
"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": 3.88,
"decision": "guard_blocked",
"decision_before_guard": "value_bet",
"edge": 0.0457,
"ev": 0.1312,
"guard_blocked": true,
"implied_prob": 0.2459,
"max_ev_side": "away",
"model_prob": 0.481,
"side": "away",
"side_label": "Independiente Medell\u00edn"
},
"btts": {
"decision": "no_bet",
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.509,
"side": "no",
"value_side": "no"
},
"ou_2_5": {
"decision": "lean",
"edge": null,
"ev": null,
"implied_prob": null,
"model_prob": 0.559,
"side": "under",
"value_side": "under"
}
},
"match_id": 1549707,
"match_regime": {
"action": "bet",
"actionable": true,
"clear_edge": true,
"code": "clear_edge",
"execution_line_key": null,
"insight_line_key": null,
"max_valid_ev": 0.1312,
"min_ev": 0.02,
"stake_mult": 0.5,
"use_split_strip": false
},
"match_tier": "value_game",
"no_clear_primary": false,
"probabilities": {
"away": 0.481,
"draw": 0.2942,
"home": 0.2248
},
"reason_codes": [
"variance_medium"
],
"secondary_pick": null,
"secondary_picks": [],
"show_betting_primary_label": false,
"suppressed_primary": null,
"teams": {
"away": "Independiente Medell\u00edn",
"home": "Deportes Tolima"
},
"top_pick": {
"composite_score": 0.069418,
"decision": "value_bet",
"ev": 0.1312,
"implied_prob": 0.2459,
"market": "1x2",
"model_prob": 0.481,
"not_dominant": true,
"primary_strength": "clear",
"risk_band": "medium",
"risk_tier": "primary",
"side": "away",
"side_label": "Independiente Medell\u00edn",
"slot": "primary",
"speculative_primary": false
},
"valid_markets_count": 1,
"value_context_1x2": {
"consensus_ev": 0.1312,
"consensus_ev_display": "+13.1%",
"consensus_odds": 3.88,
"disagreement_label": "Strong",
"disagreement_level": "strong",
"implied_prob": 0.2459,
"is_extreme_disagreement": false,
"model_prob": 0.481,
"raw_edge_display": "+23.5 percentage points",
"raw_edge_pp": 23.5,
"raw_implied_prob": 0.2577319587628866,
"raw_signal_ev": 0.8663,
"raw_signal_ev_display": "+86.6%"
}
}
},
"fixture_id": 1549707,
"generated_at_utc": "2026-08-04T23:14:07.418860+00:00",
"lang_id": "en"
}
Khám phá thêm nội dung dự đoán
Nhận dự đoán cao cấp cho Deportes Tolima & Independiente Medellín!
Mở khóa phân tích chuyên sâu, mẹo cá cược độc quyền và dự đoán trận đấu với dịch vụ đăng ký cao cấp của chúng tôi.
Đăng ký ngay
Primera A Colombia — Bảng xếp hạng
| # | Đội | Tr | T | H | B | Đ |
|---|---|---|---|---|---|---|
| 1 | Atlético Nacional | 19 | 13 | 1 | 5 | 40 |
| 2 | Junior | 19 | 11 | 2 | 6 | 35 |
| 3 | Deportivo Pasto | 19 | 10 | 4 | 5 | 34 |
| 4 | América de Cali | 19 | 10 | 3 | 6 | 33 |
| 5 | Once Caldas | 19 | 8 | 9 | 2 | 33 |
| 6 | Deportes Tolima | 19 | 8 | 7 | 4 | 31 |
| 7 | Santa Fe | 19 | 7 | 8 | 4 | 29 |
| 8 | La Equidad | 19 | 7 | 7 | 5 | 28 |
| 9 | Deportivo Cali | 19 | 7 | 6 | 6 | 27 |
| 10 | Millonarios FC | 19 | 7 | 5 | 7 | 26 |
| 11 | Independiente Medellín | 19 | 7 | 5 | 7 | 26 |
| 12 | Águilas Doradas Rionegro | 19 | 7 | 5 | 7 | 26 |
| 13 | Bucaramanga | 19 | 5 | 8 | 6 | 23 |
| 14 | Llaneros FC | 19 | 4 | 10 | 5 | 22 |
| 15 | Fortaleza FC | 19 | 5 | 7 | 7 | 22 |
| 16 | Jaguares de Córdoba | 19 | 5 | 3 | 11 | 18 |
| 17 | Alianza Petrolera | 19 | 3 | 8 | 8 | 17 |
| 18 | Chico FC | 19 | 5 | 2 | 12 | 17 |
| 19 | Cúcuta Deportivo | 19 | 3 | 7 | 9 | 16 |
| 20 | Deportivo Pereira | 19 | 1 | 7 | 11 | 10 |
| # | Đội | Tr | BT | BB | +/- | Đ |
|---|---|---|---|---|---|---|
| 1 | Atlético Nacional | 19 | 35 | 15 | +20 | 40 |
| 2 | Once Caldas | 19 | 31 | 22 | +9 | 33 |
| 3 | Millonarios FC | 19 | 31 | 23 | +8 | 26 |
| 4 | Junior | 19 | 31 | 24 | +7 | 35 |
| 5 | Santa Fe | 19 | 29 | 22 | +7 | 29 |
| 6 | Deportivo Pasto | 19 | 29 | 25 | +4 | 34 |
| 7 | Deportes Tolima | 19 | 27 | 17 | +10 | 31 |
| 8 | Bucaramanga | 19 | 26 | 20 | +6 | 23 |
| 9 | Independiente Medellín | 19 | 26 | 24 | +2 | 26 |
| 10 | La Equidad | 19 | 26 | 26 | 0 | 28 |
| 11 | América de Cali | 19 | 25 | 15 | +10 | 33 |
| 12 | Fortaleza FC | 19 | 22 | 27 | -5 | 22 |
| 13 | Cúcuta Deportivo | 19 | 22 | 35 | -13 | 16 |
| 14 | Deportivo Cali | 19 | 20 | 16 | +4 | 27 |
| 15 | Águilas Doradas Rionegro | 19 | 20 | 25 | -5 | 26 |
| 16 | Jaguares de Córdoba | 19 | 20 | 33 | -13 | 18 |
| 17 | Llaneros FC | 19 | 17 | 20 | -3 | 22 |
| 18 | Chico FC | 19 | 15 | 32 | -17 | 17 |
| 19 | Deportivo Pereira | 19 | 15 | 32 | -17 | 10 |
| 20 | Alianza Petrolera | 19 | 13 | 27 | -14 | 17 |
| # | Đội | Tr | xG | xGC | +/- | Đ |
|---|---|---|---|---|---|---|
| 1 | Águilas Doradas Rionegro | 19 | 11.7 | 6.7 | +5.0 | 26 |
| 2 | América de Cali | 19 | 9.7 | 5.3 | +4.4 | 33 |
| 3 | Deportes Tolima | 19 | 8.3 | 4.6 | +3.7 | 31 |
| 4 | Millonarios FC | 19 | 7.8 | 4.3 | +3.5 | 26 |
| 5 | Atlético Nacional | 19 | 6.6 | 3.5 | +3.1 | 40 |
| 6 | Deportivo Cali | 19 | 6.3 | 3.7 | +2.6 | 27 |
| 7 | Junior | 19 | 7.0 | 6.3 | +0.7 | 35 |
| 8 | Independiente Medellín | 19 | 4.5 | 4.4 | +0.1 | 26 |
| 9 | Once Caldas | 19 | 5.0 | 5.0 | 0.0 | 33 |
| 10 | Chico FC | 19 | 5.4 | 5.9 | -0.5 | 17 |
| 11 | Alianza Petrolera | 19 | 7.7 | 8.7 | -1.0 | 17 |
| 12 | Cúcuta Deportivo | 19 | 6.1 | 7.2 | -1.1 | 16 |
| 13 | Santa Fe | 19 | 4.0 | 5.1 | -1.1 | 29 |
| 14 | Fortaleza FC | 19 | 3.4 | 5.4 | -2.0 | 22 |
| 15 | La Equidad | 19 | 5.7 | 7.8 | -2.1 | 28 |
| 16 | Llaneros FC | 19 | 4.7 | 7.2 | -2.5 | 22 |
| 17 | Deportivo Pasto | 19 | 4.5 | 7.0 | -2.5 | 34 |
| 18 | Bucaramanga | 19 | 3.9 | 6.4 | -2.5 | 23 |
| 19 | Deportivo Pereira | 19 | 5.1 | 8.6 | -3.5 | 10 |
| 20 | Jaguares de Córdoba | 19 | 3.2 | 7.4 | -4.2 | 18 |