Predictions / Football / USA. USL Championship / Detroit City vs Las Vegas Lights

Prediction Audit: Detroit City vs Las Vegas Lights Prediction, Odds & AI Betting Tips

Detroit City Detroit City
Jul 25, 2026 - 23:00
0 1.45
1 1.15
xG Accuracy: 64%
Las Vegas Lights Las Vegas Lights

The model missed the final outcome (Las Vegas Lights win 0–1).

The model had projected Detroit City at 47.1%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade F

Each row compares the pre-match model lean to the full-time result.

  • Market Prediction Result Outcome
  • Over / Under 2.5 Under 2.5 Under 2.5 (1 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Detroit City Las Vegas Lights ✖ Incorrect
  • Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 0-1 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices Detroit City higher than the statistical model.

Largest probability gap: Detroit City -12.1 pp

Outcome Model Closing Market Difference Signal
Detroit City 47.1% 59.2% -12.1 pp Market Higher
Draw 27.6% 22.5% +5.1 pp Model Higher
Las Vegas Lights 25.2% 18.2% +7.0 pp Model Higher

The closing market estimates Detroit City's win probability at 59.2%, compared with the model's estimate of 47.1%, a difference of 12.1 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 result was Las Vegas Lights win 0–1.

Market Assessment

The market is materially more optimistic about Detroit City 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

  • Under 2.5 goals aligned with the xG profile
  • Exact score 0–1 fell within the model's highlighted bins

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • 1X2: model leaned Detroit City; match finished Las Vegas Lights

Market lesson

The closing market differed from the model on Detroit City by 12.1 percentage points (59.2% vs model 47.1%) — in this case the market view proved closer.

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Prediction Timeline

How this prediction moved from forecast to full-time review.

  1. Jul 25, 2026 · 23:41 UTC Forecast generated
    • Model 1X2 · Detroit City 47.1% · Draw 27.6% · Las Vegas Lights 25.2%
    • xG · Detroit City 1.45 — Las Vegas Lights 1.15
  2. Jul 25, 2026 · 22:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Detroit City 1.60 · Draw 4.21 · Las Vegas Lights 5.20
    • Implied 1X2 · Detroit City 59.2% · Draw 22.5% · Las Vegas Lights 18.2%
    • Bookmaker · Pinnacle
  3. Jul 25, 2026 · 22:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Detroit City 1.60 · Draw 4.21 · Las Vegas Lights 5.20
    • Implied 1X2 · Detroit City 59.2% · Draw 22.5% · Las Vegas Lights 18.2%
    • Bookmaker · Pinnacle
  4. Jul 25, 2026 · 23:00 UTC Kickoff
  5. FT Full-time result Las Vegas Lights win · 0–1
  6. FT Prediction missed 1X2 lean did not match full-time result
  7. Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Monitor
Historical Decision Monitor
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Warning
  • Large market gap (12 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 39/100
Betting Confidence 45/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 14:11 UTC Snapshot ID: dp-1457084

Closing Odds 1.6
AI Fair Odds —
CLV Pending
Final Result Las Vegas Lights win · Detroit City 0–1 Las Vegas Lights
Prediction ✖ Missed
Decision Grade F

Model 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.

AI match briefing

AI Match Summary

Quick read on how the model reads this matchup.

  • League: USL Championship
  • Fixture: Detroit City vs Las Vegas Lights
  • Kickoff: 2026-07-25 23:00:00
  • 1X2 (model): Home 47.1% · Draw 27.6% · Away 25.2%
  • xG (showing): Detroit City 1.45 — Las Vegas Lights 1.15 (total xG ≈ 2.6)
  • Value headline: None (actionable) — best tracked EV is about +1.3%, still below the +2.0% minimum for a headline / default stake (no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 53.9% · No 46.1%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 53.9% · No 46.1%
  • Correct score (top bin): 1-1 (12.4%)

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

Most likely correct score stays a low-probability tail: use it for context, not as a must-bet story.

Historical Recommendation

Historical Decision: Monitor

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

Risk Factors Considered Before Kickoff

  • Price movement: implied probabilities and EV move with odds.
  • Sample / data gaps: low-information leagues widen forecast bands.
  • In-play state: goals and red cards are not modelled here.
  • Scoreline variance: the most likely scoreline is still usually a low absolute probability outcome (often well below 20%).

Last Updated

September 30, 2026 (UTC)

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USL Championship USL Championship — Standings
# TEAM MP W D L PTS
1 Tampa Bay Rowdies 26 15 7 4 52
1 Orange County SC 16 7 7 2 28
2 Charleston Battery 26 14 4 8 46
2 San Antonio 16 6 7 3 25
3 Detroit City 25 11 8 6 41
3 New Mexico United 14 7 3 4 24
4 Hartford Athletic 26 9 12 5 39
4 Colorado Springs 15 6 4 5 22
5 Pittsburgh Riverhounds 27 11 5 11 38
5 FC Tulsa 14 6 4 4 22
6 Louisville City 26 10 7 9 37
6 Lexington 15 6 3 6 21
7 Indy Eleven 25 9 6 10 33
7 Oakland Roots 16 5 6 5 21
8 Rhode Island 24 9 5 10 32
8 Sacramento Republic 14 5 5 4 20
9 Miami FC 26 7 9 10 30
9 Phoenix Rising 16 5 5 6 20
10 Birmingham Legion 25 4 11 10 23
10 El Paso Locomotive 15 5 4 6 19
11 Loudoun United 25 4 11 10 23
11 Las Vegas Lights 15 5 3 7 18
12 Brooklyn 25 4 6 15 18
12 Monterey Bay 16 4 3 9 15
13 Sporting JAX 26 3 5 18 14
# TEAM MP GS GC +/- PTS
1 Charleston Battery 26 52 31 +21 46
2 Tampa Bay Rowdies 26 45 23 +22 52
3 Louisville City 26 43 42 +1 37
4 Birmingham Legion 25 36 42 -6 23
5 Rhode Island 24 35 28 +7 32
6 Indy Eleven 25 32 31 +1 33
7 Miami FC 26 32 43 -11 30
8 Loudoun United 25 31 43 -12 23
9 Sporting JAX 26 31 69 -38 14
10 Detroit City 25 29 19 +10 41
11 Hartford Athletic 26 29 26 +3 39
12 Pittsburgh Riverhounds 27 28 27 +1 38
13 Colorado Springs 15 26 22 +4 22
14 Orange County SC 16 25 18 +7 28
15 El Paso Locomotive 15 25 25 0 19
16 Brooklyn 25 25 49 -24 18
17 Lexington 15 24 20 +4 21
18 Oakland Roots 16 24 24 0 21
19 Phoenix Rising 16 23 24 -1 20
20 Las Vegas Lights 15 23 26 -3 18
21 San Antonio 16 21 19 +2 25
22 New Mexico United 14 19 15 +4 24
23 FC Tulsa 14 18 16 +2 22
24 Sacramento Republic 14 16 14 +2 20
25 Monterey Bay 16 16 25 -9 15
USL Championship USA. USL Championship Predictions