Predictions / Football / USA. Major League Soccer / Charlotte vs Columbus Crew

Prediction Audit: Charlotte vs Columbus Crew Prediction, Odds & AI Betting Tips

Charlotte Charlotte
Aug 15, 2026 - 23:30
3 1.13
1 1.80
xG Accuracy: 48%
Columbus Crew Columbus Crew

The model missed the final outcome (Charlotte win 3–1).

The model had projected Columbus Crew at 51.6%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade C

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

  • Market Prediction Result Outcome
  • Over / Under 2.5 Over 2.5 Over 2.5 (4 goals) ✔ Correct
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Columbus Crew Charlotte ✖ Incorrect
  • Correct Score Insights 1-1, 1-2, 0-1, 0-2, 2-1 3-1 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The model rates Columbus Crew considerably stronger than the closing betting market.

Largest probability gap: Columbus Crew +19.6 pp

Outcome Model Closing Market Difference Signal
Charlotte 22.4% 41.3% -18.9 pp Market Higher
Draw 26.0% 26.7% -0.7 pp Aligned
Columbus Crew 51.6% 32.0% +19.6 pp Model Edge

The statistical model estimates Columbus Crew's win probability at 51.6%, compared with the closing market's implied probability of 32.0%, a difference of 19.6 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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 Charlotte win 3–1.

Market Assessment

The statistical fair estimate is materially higher than the market on Columbus Crew.

  • The model may see a slower-scoring or closer matchup than the market.
  • Monitor line movement before kickoff — not a betting recommendation.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.93) — 4 goals materialised
  • Both Teams To Score (Yes) matched the full-time result
  • Over 2.5 goals aligned with the xG profile

What failed

  • 1X2: model leaned Columbus Crew; match finished Charlotte
  • Exact score: outside the model's top score bins

Market lesson

The closing market differed from the model on Columbus Crew by 19.6 percentage points (32.0% vs model 51.6%) — 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. Aug 15, 2026 · 23:29 UTC Forecast generated
    • Model 1X2 · Charlotte 22.4% · Draw 26.0% · Columbus Crew 51.6%
    • xG · Charlotte 1.13 — Columbus Crew 1.80
  2. Aug 15, 2026 · 23:01 UTC Opening odds snapshot PRE30
    • 1X2 odds · Charlotte 2.34 · Draw 3.62 · Columbus Crew 3.02
    • Implied 1X2 · Charlotte 41.3% · Draw 26.7% · Columbus Crew 32.0%
    • Bookmaker · Pinnacle
  3. Aug 15, 2026 · 23:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Charlotte 2.34 · Draw 3.62 · Columbus Crew 3.02
    • Implied 1X2 · Charlotte 41.3% · Draw 26.7% · Columbus Crew 32.0%
    • Bookmaker · Pinnacle
  4. Aug 15, 2026 · 23:30 UTC Kickoff
  5. FT Full-time result Charlotte win · 3–1
  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 53/100 · Moderate
  • Validation: Warning
  • Large market gap (20 pp)
Evidence ★★★★★
  • Statistical edge detected
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 18/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 09, 2026 · 03:28 UTC Snapshot ID: dp-3370042

Closing Odds 3.02
AI Fair Odds —
CLV Pending
Final Result Charlotte win · Charlotte 3–1 Columbus Crew
Prediction ✖ Missed
Decision Grade C

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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

  • League: Major League Soccer
  • Fixture: Charlotte vs Columbus Crew
  • Kickoff: 2026-08-15 23:30:00
  • 1X2 (model): Home 22.4% · Draw 26.0% · Away 51.6%
  • xG (showing): Charlotte 1.13 — Columbus Crew 1.8 (total xG ≈ 2.93)
  • Best +EV line (same label as hero card when Primary thresholds are not met): Columbus Crew
  • Model: 51.6% · Implied: 32.0% · Probability edge: +19.6 pts · Est. EV: +9.2%
  • BTTS (model): Yes 57.9% · No 42.1%
  • Correct score (top bin): 1-1 (10.9%)

Use the cards for tiering; this text only restates the same inputs in narrative form.

Early match state can move realised goals away from pre-kick projections.

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 29, 2026 (UTC)

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Major League Soccer Major League Soccer — Standings
# TEAM MP W D L PTS
1 Vancouver Whitecaps 25 15 4 6 49
2 Houston Dynamo 26 13 5 8 44
3 St. Louis City 26 12 8 6 44
4 FC Dallas 26 12 8 6 44
5 San Jose Earthquakes 26 12 6 8 42
6 Los Angeles FC 27 11 8 8 41
7 Colorado Rapids 26 11 3 12 36
8 Los Angeles Galaxy 27 8 9 10 33
9 Portland Timbers 26 9 5 12 32
10 Seattle Sounders 25 8 8 9 32
11 San Diego 26 8 7 11 31
12 Austin 26 7 9 10 30
13 Real Salt Lake 26 8 5 13 29
14 Minnesota United FC 26 7 8 11 29
15 Sporting Kansas City 25 5 3 17 18
# TEAM MP GS GC +/- PTS
1 Vancouver Whitecaps 25 56 23 +33 49
2 FC Dallas 26 49 42 +7 44
3 Portland Timbers 26 47 48 -1 32
4 San Jose Earthquakes 26 46 38 +8 42
5 St. Louis City 26 45 36 +9 44
6 San Diego 26 44 44 0 31
7 Los Angeles FC 27 43 29 +14 41
8 Minnesota United FC 26 39 46 -7 29
9 Real Salt Lake 26 37 44 -7 29
10 Colorado Rapids 26 36 35 +1 36
11 Houston Dynamo 26 34 30 +4 44
12 Los Angeles Galaxy 27 34 42 -8 33
13 Austin 26 32 44 -12 30
14 Seattle Sounders 25 30 33 -3 32
15 Sporting Kansas City 25 29 63 -34 18
# TEAM MP xG xGC +/- PTS
1 Vancouver Whitecaps 25 15.4 7.0 +8.4 49
2 St. Louis City 26 16.2 8.0 +8.2 44
3 Colorado Rapids 26 12.7 7.5 +5.2 36
4 Portland Timbers 26 19.0 14.2 +4.8 32
5 Minnesota United FC 26 17.8 13.3 +4.5 29
6 San Diego 26 14.7 12.0 +2.7 31
7 San Jose Earthquakes 26 13.6 13.1 +0.5 42
8 Houston Dynamo 26 11.6 11.1 +0.5 44
9 Los Angeles FC 27 14.5 15.8 -1.3 41
10 FC Dallas 26 10.4 11.7 -1.3 44
11 Austin 26 9.5 13.7 -4.2 30
12 Seattle Sounders 25 10.6 15.4 -4.8 32
13 Real Salt Lake 26 14.2 19.2 -5.0 29
14 Sporting Kansas City 25 9.8 18.2 -8.4 18
15 Los Angeles Galaxy 27 11.2 21.1 -9.9 33
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