Audit ng Prediction: Qarabag vs CSKA Sofia Prediksyon, Odds at Mga Tip sa Pagtaya ng AI

Jul 23, 2026 - 16:00
0 1.25
0 1.35
xG Accuracy: 49%

The model missed the final outcome (Draw 0–0).

The model had projected CSKA Sofia at 37.5%, but the full-time result went the other way.

Mga sinusubaybayang market kumpara sa full-time na resulta

Marka ng hula F

Inihahambing ng bawat hilera ang modelong pre-match na lean sa full-time na resulta.

  • palengke Hula Resulta kinalabasan
  • Over / Under 2.5 Under 2.5 Under 2.5 (0 mga layunin) ✔ Tama
  • Parehong Koponan ang Mag-iskor BTTS Oo Hindi ✖ mali
  • 1X2 CSKA Sofia Gumuhit ✖ mali
  • Mga insight sa correct score 1-1, 0-1, 1-0, 1-2, 2-1 0-0 ✖ mali

Modelo kumpara sa Pagsasara ng Market

Strong Disagreement

The closing market prices Qarabag higher than the statistical model.

Pinakamalaking agwat sa posibilidad: Qarabag -31.0 pp

kinalabasan Modelo Pagsasara ng Market Pagkakaiba Signal
Qarabag 32.9% 63.9% -31.0 pp Market Higher
Draw 29.6% 21.7% +7.9 pp Model Higher
CSKA Sofia 37.5% 14.4% +23.1 pp Model Edge

The closing market estimates Qarabag's win probability at 63.9%, compared with the model's estimate of 32.9%, a difference of 31.0 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.

Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.

Pagkatapos ng buong oras, ang resulta ay Draw 0–0.

Post Match Insights

What worked

  • Under 2.5 goals aligned with the xG profile

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • 1X2: model leaned CSKA Sofia; match finished Draw

Market lesson

The closing market differed from the model on CSKA Sofia by 31.0 percentage points (68.5% vs model 37.5%) — in this case the market view proved closer.

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Timeline ng Hula

Paano lumipat ang hulang ito mula sa hula patungo sa full-time na pagsusuri.

  1. Jul 23, 2026 · 19:33 UTC Forecast generated
    • Model 1X2 · Qarabag 32.9% · Draw 29.6% · CSKA Sofia 37.6%
    • xG · Qarabag 1.25 — CSKA Sofia 1.35
  2. Jul 23, 2026 · 15:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · Qarabag 1.45 · Draw 4.27 · CSKA Sofia 6.41
    • Implied 1X2 · Qarabag 63.9% · Draw 21.7% · CSKA Sofia 14.4%
    • Bookmaker · Pinnacle
  3. Jul 23, 2026 · 16:00 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Qarabag 1.45 · Draw 4.27 · CSKA Sofia 6.41
    • Implied 1X2 · Qarabag 63.9% · Draw 21.7% · CSKA Sofia 14.4%
    • Bookmaker · Pinnacle
  4. Jul 23, 2026 · 16:00 UTC Kickoff
  5. FT Full-time result Draw · 0–0
  6. FT Prediction missed 1X2 lean did not match full-time result
  7. Archived Prediction review

Makasaysayang Snapshot

Frozen sa kickoff — ang output ng modelo tulad ng nakatayo bago magsimula ang laban.

Makasaysayang hatol: Cautious / Wait

Makasaysayang label: Originally displayed as "Wait for validation".

Makasaysayang Desisyon Wait
kinalabasan Missed
Mga sukatan bago ang tugma (konteksto sa kasaysayan)
Pagiging Maaasahan 33/100 · Low
  • Validation: Fail
  • Large market gap (31 pp)
Ebidensya
  • No strong statistical edge
  • Market strongly disagrees on price
  • Validation failed
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 9/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:44 UTC Snapshot ID: dp-1450497

Closing Odds 1.45
AI Fair Odds 2.66
CLV Pending
Final Result Draw · Qarabag 0–0 CSKA Sofia
Prediction ✖ Missed
Decision Grade F

Probability Calibration

  • Expected: 37.6%
  • Historical Bucket: 35–40% — Building sample

Model Performance

This prediction contributes to:

  • Primary Bets ROI (180d): -100.0%

Suriin ang FAQ

Gaano katumpak ang hula?
Ang pahinang ito ay nagbibigay ng marka sa mga market ng direksyon (1X2, Over/Under 2.5, BTTS) laban sa full-time na resulta. Ipinapakita ng marka ng hula kung gaano karami sa mga sinusubaybayang market na iyon ang tumugma sa katotohanan.
Ano ang sinusukat ng xG Accuracy?
Inihahambing ng xG Accuracy ang profile ng pre-match na inaasahang layunin ng modelo sa aktwal na scoreline — hindi kung tumama ang bawat market. Ang isang malakas na pagsusuri sa direksyon ay maaaring magkasamang may katamtamang marka ng katumpakan ng xG.
Bakit hindi hinulaan ang eksaktong marka?
Ang mga resulta ng tamang marka ay mga buntot na mababa ang posibilidad kahit na binasa nang mabuti ng modelo ang profile ng pagtutugma. Itina-highlight namin ang mga top score bin para sa konteksto; ang pagkawala ng eksaktong linya ay hindi nagpapawalang-bisa sa isang direksiyon na pagsusuri.
Pinapabuti ba nito ang tala ng AI?
Ang bawat natapos na laban ay naka-log in sa aming validation pipeline. Ang pinagsama-samang mga rate ng hit at pag-aaral sa CLV ay hiwalay na na-publish — ang page na ito ay ang bawat-match audit trail.

Ang mga hula ay para sa mga layuning pang-impormasyon lamang. Palaging magsugal nang responsable at sa loob ng iyong mga limitasyon. Hindi ginagarantiyahan ng nakaraang pagganap ang mga resulta sa hinaharap.

AI briefing ng laban

Buod ng laban ng AI

Model favours CSKA Sofia; market prices Qarabag instead — inputs may be missing or stale.

  • Model: Qarabag 1.25 xG vs CSKA Sofia 1.35 → CSKA Sofia 37.5%
  • Market: Qarabag ~14.4% implied
  • Validation failed — do not treat 1X2 EV as actionable.

Do not act on 1X2 value until validation passes. Structural leans (O/U, BTTS) need separate odds review.

Makasaysayang Rekomendasyon

Makasaysayang Desisyon: Wait

kinalabasan: Missed — Pre-match 1X2 lean did not match the full-time result.

Isinasaalang-alang ang Mga Panganib na Salik Bago ang Kickoff

  • Paggalaw ng presyo: ipinahiwatig na mga probabilidad at paglipat ng EV na may mga logro.
  • Sample / data gaps: ang mga liga na may mababang impormasyon ay nagpapalawak ng mga banda ng pagtataya.
  • In-play na estado: ang mga layunin at pulang card ay hindi namodelo dito.
  • Pagbabago ng Scoreline: ang pinaka-malamang na scoreline ay karaniwang isang mababang ganap na posibilidad na kinalabasan (kadalasang mas mababa sa 20%).

Huling na-update

September 20, 2026 (UTC)

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Bumalik sa Mga Prediksyon
UEFA Europa League UEFA Europa LeagueStandings
# TEAM MP W D L PTS
1 Anderlecht 0 0 0 0 0
2 Ararat-Armenia 0 0 0 0 0
3 AZ Alkmaar 0 0 0 0 0
4 Benfica 0 0 0 0 0
5 Beşiktaş 0 0 0 0 0
6 Bournemouth 0 0 0 0 0
7 Celje 0 0 0 0 0
8 Celta Vigo 0 0 0 0 0
9 Celtic 0 0 0 0 0
10 Crystal Palace 0 0 0 0 0
11 Ferencvárosi TC 0 0 0 0 0
12 Dinamo Zagreb 0 0 0 0 0
13 Hapoel Beer Sheva 0 0 0 0 0
14 1899 Hoffenheim 0 0 0 0 0
15 Jagiellonia 0 0 0 0 0
16 Juventus 0 0 0 0 0
17 Lech Poznań 0 0 0 0 0
18 Bayer Leverkusen 0 0 0 0 0
19 Levski Sofia 0 0 0 0 0
20 Lillestrøm SK 0 0 0 0 0
21 Olympique Lyonnais 0 0 0 0 0
22 Marseille 0 0 0 0 0
23 AC Milan 0 0 0 0 0
24 NEC Nijmegen 0 0 0 0 0
25 OFI 0 0 0 0 0
26 Olympiakos Piraeus 0 0 0 0 0
27 Omonia Nicosia 0 0 0 0 0
28 Real Sociedad 0 0 0 0 0
29 Rennes 0 0 0 0 0
30 Red Bull Salzburg 0 0 0 0 0
31 Sparta Praha 0 0 0 0 0
32 Sturm Graz 0 0 0 0 0
33 Sunderland 0 0 0 0 0
34 Torreense 0 0 0 0 0
35 Union St. Gilloise 0 0 0 0 0
36 Plzeň 0 0 0 0 0
# TEAM MP GS GC +/- PTS
1 Anderlecht 0 0 0 0 0
2 Ararat-Armenia 0 0 0 0 0
3 AZ Alkmaar 0 0 0 0 0
4 Benfica 0 0 0 0 0
5 Beşiktaş 0 0 0 0 0
6 Bournemouth 0 0 0 0 0
7 Celje 0 0 0 0 0
8 Celta Vigo 0 0 0 0 0
9 Celtic 0 0 0 0 0
10 Crystal Palace 0 0 0 0 0
11 Ferencvárosi TC 0 0 0 0 0
12 Dinamo Zagreb 0 0 0 0 0
13 Hapoel Beer Sheva 0 0 0 0 0
14 1899 Hoffenheim 0 0 0 0 0
15 Jagiellonia 0 0 0 0 0
16 Juventus 0 0 0 0 0
17 Lech Poznań 0 0 0 0 0
18 Bayer Leverkusen 0 0 0 0 0
19 Levski Sofia 0 0 0 0 0
20 Lillestrøm SK 0 0 0 0 0
21 Olympique Lyonnais 0 0 0 0 0
22 Marseille 0 0 0 0 0
23 AC Milan 0 0 0 0 0
24 NEC Nijmegen 0 0 0 0 0
25 OFI 0 0 0 0 0
26 Olympiakos Piraeus 0 0 0 0 0
27 Omonia Nicosia 0 0 0 0 0
28 Real Sociedad 0 0 0 0 0
29 Rennes 0 0 0 0 0
30 Red Bull Salzburg 0 0 0 0 0
31 Sparta Praha 0 0 0 0 0
32 Sturm Graz 0 0 0 0 0
33 Sunderland 0 0 0 0 0
34 Torreense 0 0 0 0 0
35 Union St. Gilloise 0 0 0 0 0
36 Plzeň 0 0 0 0 0
# TEAM MP xG xGC +/- PTS
1 Olympiakos Piraeus 0 2.5 0.5 +2.0 0
2 Sunderland 0 2.9 1.5 +1.4 0
3 Bayer Leverkusen 0 1.9 0.9 +1.0 0
4 Rennes 0 1.8 0.8 +1.0 0
5 Celta Vigo 0 1.2 0.3 +0.9 0
6 Sparta Praha 0 2.5 1.9 +0.6 0
7 Hapoel Beer Sheva 0 0.8 0.3 +0.5 0
8 AC Milan 0 1.0 0.6 +0.4 0
9 Anderlecht 0 1.4 1.3 +0.1 0
10 Olympique Lyonnais 0 1.3 1.4 -0.1 0
11 Benfica 0 0.6 1.0 -0.4 0
12 Dinamo Zagreb 0 0.3 0.8 -0.5 0
13 Ararat-Armenia 0 1.9 2.5 -0.6 0
14 Omonia Nicosia 0 0.3 1.2 -0.9 0
15 Celje 0 0.9 1.9 -1.0 0
16 Sturm Graz 0 0.8 1.8 -1.0 0
17 AZ Alkmaar 0 1.5 2.9 -1.4 0
18 Jagiellonia 0 0.5 2.5 -2.0 0
19 Beşiktaş 0 0
20 Bournemouth 0 0
21 Celtic 0 0
22 Crystal Palace 0 0
23 Ferencvárosi TC 0 0
24 1899 Hoffenheim 0 0
25 Juventus 0 0
26 Lech Poznań 0 0
27 Levski Sofia 0 0
28 Lillestrøm SK 0 0
29 Marseille 0 0
30 NEC Nijmegen 0 0
31 OFI 0 0
32 Real Sociedad 0 0
33 Red Bull Salzburg 0 0
34 Torreense 0 0
35 Union St. Gilloise 0 0
36 Plzeň 0 0