AI correctly predicted the Sparta Praha win.
The match finished 2–1, validating the model's directional assessment.
Tracked markets vs full-time result
Each row compares the pre-match model lean to the full-time result.
- Market Prediction Result Outcome
- Over / Under 2.5 Under 2.5 Over 2.5 (3 goals) ✖ Incorrect
- Both Teams To Score BTTS Yes Yes ✔ Correct
- 1X2 Sparta Praha Sparta Praha ✔ Correct
- Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-1 ✔ Correct
Model vs Closing Market
| Outcome | Model | Closing Market | Difference | Signal |
|---|---|---|---|---|
| Sparta Praha | 35.6% | 28.3% | +7.4 pp | Model Higher |
| Draw | 29.6% | 26.4% | +3.3 pp | Aligned |
| Lyon | 34.7% | 45.4% | -10.7 pp | Market Higher |
The closing market estimates Lyon's win probability at 45.4%, compared with the model's estimate of 34.7%, a difference of 10.7 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.
Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.
After full time, the model's directional lean matched the result (Sparta Praha win 2–1).
Market Assessment
The market is materially more optimistic about Lyon than the current fair estimate.
- Investors may be incorporating information not fully reflected in the baseline model.
- Tournament-specific context can shift market pricing.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
- Both Teams To Score (Yes) matched the full-time result
- Exact score 2–1 fell within the model's highlighted bins
What failed
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
Market lesson
Large model–market gaps do not automatically mean the market is right. Here the closing market priced Sparta Praha higher (46.2% vs model 35.6%, 10.7 pp), but the model's lean was validated (Sparta Praha win 2–1).
Prediction Timeline
How this prediction moved from forecast to full-time review.
-
Aug 04, 2026 · 18:00 UTC Forecast generated
- Model 1X2 · Sparta Praha 35.6% · Draw 29.7% · Lyon 34.7%
- xG · Sparta Praha 1.31 — Lyon 1.29
-
Aug 04, 2026 · 17:31 UTC Opening odds snapshot PRE30
- 1X2 odds · Sparta Praha 3.32 · Draw 3.56 · Lyon 2.07
- Implied 1X2 · Sparta Praha 28.3% · Draw 26.4% · Lyon 45.4%
- Bookmaker · Pinnacle
-
Aug 04, 2026 · 18:00 UTC Closing snapshot recorded PRE1
- 1X2 odds · Sparta Praha 3.32 · Draw 3.56 · Lyon 2.07
- Implied 1X2 · Sparta Praha 28.3% · Draw 26.4% · Lyon 45.4%
- Bookmaker · Pinnacle
-
Aug 04, 2026 · 18:00 UTC Kickoff
-
FT Full-time result Sparta Praha win · 2–1
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Historical Snapshot
Frozen at kickoff — the model output as it stood before the match started.
Pre-match metrics (historical context)
- Validation: Warning
- Large market gap (11 pp)
- No strong statistical edge
- Market has already priced much of the edge
- Validation warning
Validation Report
Immutable SnapshotModel Performance
This prediction contributes to:
- Primary Bets ROI (180d): -100.0%
Review FAQ
- How accurate was the prediction?
- This page grades directional markets (1X2, Over/Under 2.5, BTTS) against the full-time result. The prediction grade reflects how many of those tracked markets matched reality.
- What does xG Accuracy measure?
- xG Accuracy compares the model's pre-match expected-goals profile to the actual scoreline — not whether every market hit. A strong directional review can coexist with a moderate xG accuracy score.
- Why wasn't the exact score predicted?
- Correct-score outcomes are low-probability tails even when the model reads the match profile well. We highlight top score bins for context; missing the exact line does not invalidate a directional review.
- Does this improve the AI record?
- Each finished match is logged in our validation pipeline. Aggregated hit rates and CLV studies are published separately — this page is the per-match audit trail.
Predictions are for informational purposes only. Always gamble responsibly and within your limits. Past performance does not guarantee future results.
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UEFA Champions League — Standings
| # | TEAM | MP | W | D | L | PTS |
|---|---|---|---|---|---|---|
| 1 | Paris Saint Germain | 1 | 1 | 0 | 0 | 3 |
| 2 | Bayern München | 1 | 1 | 0 | 0 | 3 |
| 3 | Barcelona | 1 | 1 | 0 | 0 | 3 |
| 4 | Manchester United | 1 | 1 | 0 | 0 | 3 |
| 5 | Como | 1 | 1 | 0 | 0 | 3 |
| 6 | VfB Stuttgart | 1 | 1 | 0 | 0 | 3 |
| 7 | Sporting CP | 1 | 1 | 0 | 0 | 3 |
| 8 | Manchester City | 1 | 1 | 0 | 0 | 3 |
| 9 | Aston Villa | 1 | 1 | 0 | 0 | 3 |
| 10 | Lens | 1 | 1 | 0 | 0 | 3 |
| 11 | Real Betis | 1 | 1 | 0 | 0 | 3 |
| 12 | Borussia Dortmund | 1 | 1 | 0 | 0 | 3 |
| 13 | Liverpool | 1 | 1 | 0 | 0 | 3 |
| 14 | Real Madrid | 1 | 1 | 0 | 0 | 3 |
| 15 | Arsenal | 1 | 1 | 0 | 0 | 3 |
| 16 | AEK Athens FC | 1 | 1 | 0 | 0 | 3 |
| 17 | AS Roma | 1 | 0 | 1 | 0 | 1 |
| 18 | Shakhtar Donetsk | 1 | 0 | 1 | 0 | 1 |
| 19 | PSV Eindhoven | 1 | 0 | 1 | 0 | 1 |
| 20 | Fenerbahce | 1 | 0 | 1 | 0 | 1 |
| 21 | Villarreal | 1 | 0 | 0 | 1 | 0 |
| 22 | Lille | 1 | 0 | 0 | 1 | 0 |
| 23 | Slavia Praha | 1 | 0 | 0 | 1 | 0 |
| 24 | Club Brugge KV | 1 | 0 | 0 | 1 | 0 |
| 25 | Inter | 1 | 0 | 0 | 1 | 0 |
| 26 | Atletico Madrid | 1 | 0 | 0 | 1 | 0 |
| 27 | Napoli | 1 | 0 | 0 | 1 | 0 |
| 28 | Lask Linz | 1 | 0 | 0 | 1 | 0 |
| 29 | Viking | 1 | 0 | 0 | 1 | 0 |
| 30 | Galatasaray | 1 | 0 | 0 | 1 | 0 |
| 31 | FC Porto | 1 | 0 | 0 | 1 | 0 |
| 32 | RB Leipzig | 1 | 0 | 0 | 1 | 0 |
| 33 | Feyenoord | 1 | 0 | 0 | 1 | 0 |
| 34 | Sabah FA | 1 | 0 | 0 | 1 | 0 |
| 35 | Slovan Bratislava | 1 | 0 | 0 | 1 | 0 |
| 36 | Bodo/Glimt | 1 | 0 | 0 | 1 | 0 |
| # | TEAM | MP | GS | GC | +/- | PTS |
|---|---|---|---|---|---|---|
| 1 | Paris Saint Germain | 1 | 6 | 1 | +5 | 3 |
| 2 | Bayern München | 1 | 5 | 0 | +5 | 3 |
| 3 | Barcelona | 1 | 5 | 1 | +4 | 3 |
| 4 | Manchester United | 1 | 4 | 0 | +4 | 3 |
| 5 | Como | 1 | 4 | 1 | +3 | 3 |
| 6 | VfB Stuttgart | 1 | 3 | 1 | +2 | 3 |
| 7 | Sporting CP | 1 | 3 | 1 | +2 | 3 |
| 8 | Aston Villa | 1 | 3 | 2 | +1 | 3 |
| 9 | Lens | 1 | 3 | 2 | +1 | 3 |
| 10 | Real Betis | 1 | 3 | 2 | +1 | 3 |
| 11 | Borussia Dortmund | 1 | 3 | 2 | +1 | 3 |
| 12 | Manchester City | 1 | 2 | 0 | +2 | 3 |
| 13 | Liverpool | 1 | 2 | 1 | +1 | 3 |
| 14 | Real Madrid | 1 | 2 | 1 | +1 | 3 |
| 15 | Villarreal | 1 | 2 | 3 | -1 | 0 |
| 16 | Lille | 1 | 2 | 3 | -1 | 0 |
| 17 | Slavia Praha | 1 | 2 | 3 | -1 | 0 |
| 18 | Club Brugge KV | 1 | 2 | 3 | -1 | 0 |
| 19 | Arsenal | 1 | 1 | 0 | +1 | 3 |
| 20 | AEK Athens FC | 1 | 1 | 0 | +1 | 3 |
| 21 | AS Roma | 1 | 1 | 1 | 0 | 1 |
| 22 | Shakhtar Donetsk | 1 | 1 | 1 | 0 | 1 |
| 23 | PSV Eindhoven | 1 | 1 | 1 | 0 | 1 |
| 24 | Fenerbahce | 1 | 1 | 1 | 0 | 1 |
| 25 | Inter | 1 | 1 | 2 | -1 | 0 |
| 26 | Atletico Madrid | 1 | 1 | 2 | -1 | 0 |
| 27 | Viking | 1 | 1 | 3 | -2 | 0 |
| 28 | Galatasaray | 1 | 1 | 3 | -2 | 0 |
| 29 | RB Leipzig | 1 | 1 | 4 | -3 | 0 |
| 30 | Feyenoord | 1 | 1 | 5 | -4 | 0 |
| 31 | Slovan Bratislava | 1 | 1 | 6 | -5 | 0 |
| 32 | Napoli | 1 | 0 | 1 | -1 | 0 |
| 33 | Lask Linz | 1 | 0 | 1 | -1 | 0 |
| 34 | FC Porto | 1 | 0 | 2 | -2 | 0 |
| 35 | Sabah FA | 1 | 0 | 4 | -4 | 0 |
| 36 | Bodo/Glimt | 1 | 0 | 5 | -5 | 0 |
| # | TEAM | MP | xG | xGC | +/- | PTS |
|---|---|---|---|---|---|---|
| 1 | Manchester City | 1 | 2.3 | 0.3 | +2.0 | 3 |
| 2 | Aston Villa | 1 | 3.2 | 1.5 | +1.7 | 3 |
| 3 | Borussia Dortmund | 1 | 2.8 | 1.3 | +1.5 | 3 |
| 4 | Real Madrid | 1 | 2.9 | 1.8 | +1.1 | 3 |
| 5 | Real Betis | 1 | 1.8 | 0.8 | +1.0 | 3 |
| 6 | AEK Athens FC | 1 | 1.7 | 0.7 | +1.0 | 3 |
| 7 | Liverpool | 1 | 1.6 | 0.9 | +0.7 | 3 |
| 8 | Sporting CP | 1 | 1.8 | 1.2 | +0.6 | 3 |
| 9 | Galatasaray | 1 | 1.2 | 1.8 | -0.6 | 0 |
| 10 | Atletico Madrid | 1 | 0.9 | 1.6 | -0.7 | 0 |
| 11 | Lille | 1 | 0.8 | 1.8 | -1.0 | 0 |
| 12 | Lask Linz | 1 | 0.7 | 1.7 | -1.0 | 0 |
| 13 | Inter | 1 | 1.8 | 2.9 | -1.1 | 0 |
| 14 | Villarreal | 1 | 1.3 | 2.8 | -1.5 | 0 |
| 15 | Club Brugge KV | 1 | 1.5 | 3.2 | -1.7 | 0 |
| 16 | FC Porto | 1 | 0.3 | 2.3 | -2.0 | 0 |
| 17 | Paris Saint Germain | 1 | — | — | — | 3 |
| 18 | Bayern München | 1 | — | — | — | 3 |
| 19 | Barcelona | 1 | — | — | — | 3 |
| 20 | Manchester United | 1 | — | — | — | 3 |
| 21 | Como | 1 | — | — | — | 3 |
| 22 | VfB Stuttgart | 1 | — | — | — | 3 |
| 23 | Lens | 1 | — | — | — | 3 |
| 24 | Arsenal | 1 | — | — | — | 3 |
| 25 | AS Roma | 1 | — | — | — | 1 |
| 26 | Shakhtar Donetsk | 1 | — | — | — | 1 |
| 27 | PSV Eindhoven | 1 | — | — | — | 1 |
| 28 | Fenerbahce | 1 | — | — | — | 1 |
| 29 | Slavia Praha | 1 | — | — | — | 0 |
| 30 | Napoli | 1 | — | — | — | 0 |
| 31 | Viking | 1 | — | — | — | 0 |
| 32 | RB Leipzig | 1 | — | — | — | 0 |
| 33 | Feyenoord | 1 | — | — | — | 0 |
| 34 | Sabah FA | 1 | — | — | — | 0 |
| 35 | Slovan Bratislava | 1 | — | — | — | 0 |
| 36 | Bodo/Glimt | 1 | — | — | — | 0 |
