Predictions / Football / USA. MLS Next Pro / Toronto II vs Chattanooga

Prediction Audit: Toronto II vs Chattanooga Prediction, Odds & AI Betting Tips

Toronto II Toronto II
Aug 14, 2026 - 23:00
2(5) 1.30
2(4) 1.30
xG Accuracy: 68%
Chattanooga Chattanooga

The model missed the final outcome (Draw 2–2).

The model had projected Toronto II at 35.2%, 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 Over 2.5 (4 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Toronto II Draw ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 2-2 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Chattanooga higher than the statistical model.

Largest probability gap: Chattanooga -12.9 pp

Outcome Model Closing Market Difference Signal
Toronto II 35.2% 28.4% +6.8 pp Model Higher
Draw 29.6% 23.5% +6.1 pp Model Higher
Chattanooga 35.2% 48.1% -12.9 pp Market Higher

The closing market estimates Chattanooga's win probability at 48.1%, compared with the model's estimate of 35.2%, a difference of 12.9 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 Draw 2–2.

Market Assessment

The market is materially more optimistic about Chattanooga 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) — 4 goals materialised
  • Both Teams To Score (Yes) matched the full-time result

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (4 goals)
  • 1X2: model leaned Toronto II; match finished Draw

Market lesson

The closing market differed from the model on Toronto II by 12.9 percentage points (48.1% vs model 35.2%) — 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 14, 2026 · 22:59 UTC Forecast generated
    • Model 1X2 · Toronto II 35.2% · Draw 29.6% · Chattanooga 35.2%
    • xG · Toronto II 1.30 — Chattanooga 1.30
  2. Aug 14, 2026 · 22:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Toronto II 3.20 · Draw 3.86 · Chattanooga 1.89
    • Implied 1X2 · Toronto II 28.4% · Draw 23.5% · Chattanooga 48.1%
    • Bookmaker · Pinnacle
  3. Aug 14, 2026 · 22:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Toronto II 3.20 · Draw 3.86 · Chattanooga 1.89
    • Implied 1X2 · Toronto II 28.4% · Draw 23.5% · Chattanooga 48.1%
    • Bookmaker · Pinnacle
  4. Aug 14, 2026 · 23:00 UTC Kickoff
  5. FT Full-time result Draw · 2–2
  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 (13 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 12/100
Monitoring Confidence 20/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 08, 2026 · 02:31 UTC Snapshot ID: dp-3237146

Closing Odds 1.89
AI Fair Odds —
CLV Pending
Final Result Draw · Toronto II 2–2 Chattanooga
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

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

  • League: MLS Next Pro
  • Fixture: Toronto II vs Chattanooga
  • Kickoff: 2026-08-14 23:00:00
  • 1X2 (model): Home 35.2% · Draw 29.6% · Away 35.2%
  • xG (showing): Toronto II 1.3 — Chattanooga 1.3 (total xG ≈ 2.6)
  • Value headline: None — no positive EV on tracked lines at current best prices (same as the decision block: 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 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • Correct score (top bin): 1-1 (12.6%)

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.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

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 28, 2026 (UTC)

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MLS Next Pro MLS Next Pro — Standings
# TEAM MP W D L PTS
1 Columbus Crew II 28 17 0 11 48
1 Crown Legacy 26 19 0 7 54
1 Austin II 26 19 0 7 59
2 New England II 28 16 0 12 48
2 Chattanooga 26 17 0 9 50
2 Portland Timbers II 26 18 0 8 54
3 New York City II 28 16 0 12 47
3 Atlanta United II 26 14 0 12 45
3 Houston Dynamo FC II 26 18 0 8 51
4 Connecticut FC 28 16 0 12 46
4 LA Galaxy II 26 17 0 9 50
5 New York RB II 28 15 0 13 46
5 St. Louis City II 26 14 0 12 43
6 Bethlehem Steel 28 14 0 14 43
6 Los Angeles II 26 13 0 13 42
7 Toronto II 28 13 0 15 39
7 Tacoma Defiance 26 13 0 13 39
8 FC Cincinnati II 28 7 0 21 20
8 North Texas 26 13 0 13 38
9 Orlando City II 26 14 0 12 41
9 Minnesota United II 25 12 0 13 37
10 San Jose Earthquakes II 26 12 0 14 36
11 Real Monarchs 25 11 0 14 29
12 Chicago Fire II 26 13 0 13 39
12 Whitecaps II 26 10 0 16 27
13 Huntsville City 26 12 0 14 38
13 Swope Park Rangers 26 6 0 20 20
14 Carolina Core 26 9 0 17 28
14 Colorado Rapids II 26 5 0 21 18
16 Fort Lauderdale CF 26 4 0 22 15
# TEAM MP GS GC +/- PTS
1 Crown Legacy 26 63 36 +27 54
2 Connecticut FC 28 59 52 +7 46
3 New York RB II 28 58 48 +10 46
4 Atlanta United II 26 57 40 +17 45
5 LA Galaxy II 26 54 34 +20 50
6 Austin II 26 51 21 +30 59
7 Houston Dynamo FC II 26 51 30 +21 51
8 Chattanooga 26 51 38 +13 50
9 New York City II 28 50 44 +6 47
10 Orlando City II 26 50 51 -1 41
11 Columbus Crew II 28 49 43 +6 48
12 Chicago Fire II 26 49 45 +4 39
13 Toronto II 28 48 56 -8 39
14 New England II 28 47 42 +5 48
15 San Jose Earthquakes II 26 45 36 +9 36
16 Los Angeles II 26 43 44 -1 42
17 Huntsville City 26 43 45 -2 38
18 St. Louis City II 26 41 37 +4 43
19 North Texas 26 41 39 +2 38
20 Tacoma Defiance 26 39 40 -1 39
21 Whitecaps II 26 38 55 -17 27
22 Bethlehem Steel 28 37 40 -3 43
23 Carolina Core 26 37 50 -13 28
24 Real Monarchs 25 36 50 -14 29
25 Portland Timbers II 26 35 27 +8 54
26 Minnesota United II 25 35 36 -1 37
27 FC Cincinnati II 28 32 62 -30 20
28 Swope Park Rangers 26 32 68 -36 20
29 Fort Lauderdale CF 26 27 63 -36 15
30 Colorado Rapids II 26 26 50 -24 18