Predictions / Football / USA. Major League Soccer / CF Montreal vs Toronto FC

Prediction Audit: CF Montreal vs Toronto FC Prediction, Odds & AI Betting Tips

CF Montreal CF Montreal
Jul 16, 2026 - 23:30
0 2.74
0 1.06
xG Accuracy: 35%
Toronto FC Toronto FC

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

The model had projected CF Montreal at 71.8%, 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 Over 2.5 Under 2.5 (0 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 CF Montreal Draw ✖ Incorrect
  • Correct Score Insights 2-1, 2-0, 3-1, 3-0, 1-1 0-0 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The model rates CF Montreal considerably stronger than the closing betting market.

Largest probability gap: CF Montreal +31.1 pp

Outcome Model Closing Market Difference Signal
CF Montreal 71.8% 40.7% +31.1 pp Model Edge
Draw 17.0% 26.1% -9.1 pp Market Higher
Toronto FC 11.2% 33.3% -22.0 pp Market Higher

The statistical model estimates CF Montreal's win probability at 71.8%, compared with the closing market's implied probability of 40.7%, a difference of 31.1 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 Draw 0–0.

Post Match Insights

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • Over / Under 2.5: model leaned Over 2.5; match finished Under 2.5 (0 goals)

Market lesson

The closing market differed from the model on CF Montreal by 31.1 percentage points (40.7% vs model 71.8%) — in this case the market view proved closer.

Premium betting site stake: New users can use the promo code FHn2uDc1 to receive $100 cash.

Prediction Timeline

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

  1. Jul 16, 2026 · 23:29 UTC Forecast generated
    • Model 1X2 · CF Montreal 71.8% · Draw 16.9% · Toronto FC 11.2%
    • xG · CF Montreal 2.74 — Toronto FC 1.06
  2. Jul 16, 2026 · 22:59 UTC Opening odds snapshot PRE30
    • 1X2 odds · CF Montreal 2.38 · Draw 3.71 · Toronto FC 2.91
    • Implied 1X2 · CF Montreal 40.7% · Draw 26.1% · Toronto FC 33.3%
    • Bookmaker · Pinnacle
  3. Jul 16, 2026 · 23:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · CF Montreal 2.38 · Draw 3.71 · Toronto FC 2.91
    • Implied 1X2 · CF Montreal 40.7% · Draw 26.1% · Toronto FC 33.3%
    • Bookmaker · Pinnacle
  4. Jul 16, 2026 · 23:30 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

Historical Snapshot

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

Historical verdict: Cautious / Wait

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

Historical Decision Wait
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 21/100 · Not reliable
  • Validation: Fail
  • Large market gap (31 pp)
  • High xG deviation from league baseline (103%+)
Evidence ★★★★★
  • Strong model lean
  • Market strongly disagrees on price
  • Validation failed
Pricing proximity (inverse gap) 0/100
Monitoring Confidence 5/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 17:57 UTC Snapshot ID: dp-1481928

Closing Odds 2.38
AI Fair Odds —
CLV Pending
Final Result Draw · CF Montreal 0–0 Toronto FC
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

Model favours CF Montreal; market prices CF Montreal instead — inputs may be missing or stale.

  • Model: CF Montreal 2.74 xG vs Toronto FC 1.06 → CF Montreal 71.8%
  • Market: CF Montreal ~40.7% 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.

Structural lean (model): O/U 2.5 Over 2.5 (Under 2.5 26.9% · Over 2.5 73.1%); BTTS Yes (Yes 62.0% · No 38.0%) Value lean (pricing): O/U 2.5 Over 2.5; BTTS Yes

Historical Recommendation

Historical Decision: Wait

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

October 01, 2026 (UTC)

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Major League Soccer Major League Soccer — Standings
# TEAM MP W D L PTS
1 Vancouver Whitecaps 26 15 5 6 50
2 FC Dallas 27 13 8 6 47
3 San Jose Earthquakes 27 13 6 8 45
4 Houston Dynamo 27 13 5 9 44
5 St. Louis City 26 12 8 6 44
6 Los Angeles FC 28 11 8 9 41
7 Colorado Rapids 27 11 3 13 36
8 Los Angeles Galaxy 28 9 9 10 36
9 Seattle Sounders 26 9 8 9 35
10 Portland Timbers 27 9 5 13 32
11 Real Salt Lake 27 9 5 13 32
12 San Diego 27 8 8 11 32
13 Austin 27 7 10 10 31
14 Minnesota United FC 27 7 8 12 29
15 Sporting Kansas City 26 6 3 17 21
# TEAM MP GS GC +/- PTS
1 Vancouver Whitecaps 26 59 26 +33 50
2 FC Dallas 27 50 42 +8 47
3 San Jose Earthquakes 27 49 39 +10 45
4 Portland Timbers 27 48 51 -3 32
5 San Diego 27 47 47 0 32
6 St. Louis City 26 45 36 +9 44
7 Los Angeles FC 28 43 30 +13 41
8 Real Salt Lake 27 40 44 -4 32
9 Minnesota United FC 27 40 49 -9 29
10 Colorado Rapids 27 38 38 0 36
11 Los Angeles Galaxy 28 37 44 -7 36
12 Austin 27 35 47 -12 31
13 Houston Dynamo 27 34 32 +2 44
14 Seattle Sounders 26 33 34 -1 35
15 Sporting Kansas City 26 31 63 -32 21
# TEAM MP xG xGC +/- PTS
1 Vancouver Whitecaps 26 15.4 7.0 +8.4 50
2 St. Louis City 26 16.2 8.0 +8.2 44
3 Colorado Rapids 27 12.7 7.5 +5.2 36
4 Portland Timbers 27 19.0 14.2 +4.8 32
5 Minnesota United FC 27 17.8 13.3 +4.5 29
6 San Diego 27 14.7 12.0 +2.7 32
7 San Jose Earthquakes 27 13.6 13.1 +0.5 45
8 Houston Dynamo 27 11.6 11.1 +0.5 44
9 Los Angeles FC 28 14.5 15.8 -1.3 41
10 FC Dallas 27 10.4 11.7 -1.3 47
11 Austin 27 9.5 13.7 -4.2 31
12 Seattle Sounders 26 10.6 15.4 -4.8 35
13 Real Salt Lake 27 14.2 19.2 -5.0 32
14 Sporting Kansas City 26 9.8 18.2 -8.4 21
15 Los Angeles Galaxy 28 11.2 21.1 -9.9 36
Major League Soccer USA. Major League Soccer Predictions