Prediction Audit: Forward Madison vs Westchester SC Prediction, Odds & AI Betting Tips

Forward Madison

Aug 02, 2026 - 00:00

2 1.33

0 1.27

xG Accuracy: 59%

Westchester SC

AI correctly predicted the Forward Madison win.

The match finished 2–0, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade B-

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 (2 goals) ✔ Correct
Both Teams To Score BTTS Yes No ✖ Incorrect
1X2 Forward Madison Forward Madison ✔ Correct
Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-0 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Forward Madison	36.6%	63.0%	-26.4 pp	Market Higher
Draw	29.6%	21.2%	+8.4 pp	Model Higher
Westchester SC	33.8%	15.8%	+18.0 pp	Model Edge

The closing market estimates Forward Madison's win probability at 63.0%, compared with the model's estimate of 36.6%, a difference of 26.4 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 (Forward Madison win 2–0).

Post Match Insights

What worked

Under 2.5 goals aligned with the xG profile

What failed

Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
Exact score: outside the model's top score bins

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Forward Madison higher (63.0% vs model 36.6%, 26.4 pp), but the model's lean was validated (Forward Madison win 2–0).

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Prediction Timeline

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

Aug 01, 2026 · 23:59 UTC Forecast generated
- Model 1X2 · Forward Madison 36.6% · Draw 29.6% · Westchester SC 33.8%
- xG · Forward Madison 1.33 — Westchester SC 1.27
Aug 01, 2026 · 23:30 UTC Opening odds snapshot PRE30
- 1X2 odds · Forward Madison 1.45 · Draw 4.30 · Westchester SC 5.79
- Implied 1X2 · Forward Madison 63.0% · Draw 21.2% · Westchester SC 15.8%
- Bookmaker · Pinnacle
Aug 01, 2026 · 23:59 UTC Closing snapshot recorded PRE1
- 1X2 odds · Forward Madison 1.45 · Draw 4.30 · Westchester SC 5.79
- Implied 1X2 · Forward Madison 63.0% · Draw 21.2% · Westchester SC 15.8%
- Bookmaker · Pinnacle
Aug 02, 2026 · 00:00 UTC Kickoff
FT Full-time result Forward Madison win · 2–0
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.

Historical verdict: Cautious / Wait

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

Historical Decision Wait

Outcome Validated

Pre-match metrics (historical context)

Prediction Reliability 50/100 · Moderate

Validation: Warning
Large market gap (26 pp)

Evidence ★★★★★

No strong statistical edge
Market strongly disagrees on price
Validation warning

Pricing proximity (inverse gap) 0/100

Betting Confidence 32/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 27, 2026 · 00:41 UTC Snapshot ID: dp-1939392

Closing Odds 1.45

AI Fair Odds —

CLV Pending

Final Result Forward Madison win · Forward Madison 2–0 Westchester SC

Prediction ✔ Correct

Decision Grade B-

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: USL League One
Fixture: Forward Madison vs Westchester SC
Kickoff: 2026-08-02 00:00:00
1X2 (model): Home 36.6% · Draw 29.6% · Away 33.8%
xG (showing): Forward Madison 1.33 — Westchester SC 1.27 (total xG ≈ 2.6)
Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
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 (12.5%)

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: Wait

Outcome: Validated — Pre-match lean validated against 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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USL League One — Standings

#	TEAM	MP	W	D	L	PTS
1	Union Omaha	28	18	4	6	58
2	Charlotte Independence	28	17	6	5	57
3	Forward Madison	28	15	6	7	51
4	One Knoxville	27	13	8	6	47
5	Boise	27	13	7	7	46
6	Chattanooga Red Wolves	26	13	4	9	43
7	Spokane Velocity	25	13	4	8	43
8	Fort Wayne	27	10	8	9	38
9	Sarasota Paradise	27	9	6	12	33
10	Corpus Christi	26	8	9	9	33
11	Alta	28	8	8	12	32
12	Portland Hearts of Pine	28	7	9	12	30
13	Westchester SC	27	8	5	14	29
14	Naples	26	8	4	14	28
15	Greenville Triumph	26	6	5	15	23
16	NY Cosmos	26	6	4	16	22
17	Richmond Kickers	26	5	5	16	20
18	Tormenta	0	0	0	0	0

#	TEAM	MP	GS	GC	+/-	PTS
1	Charlotte Independence	28	64	40	+24	57
2	Forward Madison	28	50	27	+23	51
3	Union Omaha	28	50	30	+20	58
4	Chattanooga Red Wolves	26	47	38	+9	43
5	Westchester SC	27	46	45	+1	29
6	One Knoxville	27	44	31	+13	47
7	Boise	27	43	37	+6	46
8	Fort Wayne	27	42	36	+6	38
9	Portland Hearts of Pine	28	40	50	-10	30
10	Spokane Velocity	25	37	33	+4	43
11	Sarasota Paradise	27	37	40	-3	33
12	Alta	28	34	40	-6	32
13	NY Cosmos	26	32	52	-20	22
14	Corpus Christi	26	30	36	-6	33
15	Naples	26	29	43	-14	28
16	Greenville Triumph	26	29	48	-19	23
17	Richmond Kickers	26	25	53	-28	20
18	Tormenta	0	0	0	0	0