USL Championship · Score Research

08-06 10:30 CST · USL Championship · Separate HT/FT models

Las Vegas Lights

Home side / left market direction

Full-time first pick 1:1 Probability 18.5% · Standard score cluster Standard score cluster: 1:1 18.5%; 2:1 14.0%; 1:2 9.5%; 2:2 9.2% Half-time first pick 0:0 (62.0%)

Oakland Roots

Away side / right market direction

Five-Factor Read

1. Market strength Las Vegas Lights side rates higher

The handicap leans toward Las Vegas Lights; the market prices the home side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (62.0%); HT draw probability is 65.8%, so the model still respects early caution.

3. AI Sidecar Read FT total 2.75

This match uses a DeepSeek AI sidecar factor. The AI signal only applies a small candidate-score reweighting and does not override the market/history main model by itself. AI note: 高温41°C恐拖慢节奏，双方攻击力欠佳且样本薄，进球数或低于盘口；主队稍占优势但难大胜。

4. Venue factor Non-neutral venue

Venue: venue pending. Non-neutral venue. Weather/temperature: 天晴, 41°C. The schedule marks this as non-neutral, so home/away identity remains a weak background factor. Higher temperature raises fatigue risk and late-game tempo drop risk. Together with the totals line, the venue layer can support a more open upper tail.

5. Sample and soft factors Strong sample

259 comparable matches; market bucket support is solid

Full-Time Score Distribution

1:1 18.5%

2:1 14.0%

1:2 9.5%

2:2 9.2%

3:1 8.7%

3:2 5.1%

2:3 4.8%

4:1 3.1%

FT market: side line 0.25 · total 2.75 · Bucket ah_ou:0.25/3.0

Score cluster: Standard score cluster: 1:1 18.5%; 2:1 14.0%; 1:2 9.5%; 2:2 9.2%

Half-Time Score Distribution

0:0 62.0%

1:0 15.5%

0:1 13.0%

1:1 3.7%

2:0 2.0%

0:2 1.7%

2:1 0.7%

1:2 0.6%

HT market: side line 0.00 · total 1.00

Las Vegas Lights win43.7%

Draw31.0%

Oakland Roots win25.3%

Las Vegas Lights expected goals1.94

Oakland Roots expected goals1.54

Under 3.554.0%

FT temperature0.95

Empirical weight76.4%

Sample size259

Europe 1X2home 41.5% / draw 25.3% / away 33.2%

Key Variables

First-goal path Las Vegas Lights benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.

Deciding factor Draw probability is 31.0%, so the exact-score set should keep draw and one-goal-margin scripts alive.

Risk point Under 3.5 is 54.0%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-25 00:38:22 CST (started/finished about 446h 9m ago) | Snapshot window: pending -> 2026-08-25 00:38:22

First snapshotFT handicap 待补 · total 待补

Latest marketFT handicap 0.25 · total 2.75

Movement: FT handicap data pending; FT total data pending; HT handicap data pending; HT total data pending.

Pre-match note: Market snapshots are thin; refresh Feijing data again before publishing the final pre-match version.

Final Read: 1:1

Predicted side: Las Vegas Lights win · Actual side: draw · side missed

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Las Vegas Lights vs Oakland Roots is 1:1 (18.5%). Las Vegas Lights side rates higher. This match uses a DeepSeek AI sidecar factor. The AI signal only applies a small candidate-score reweighting and does not override the market/history main model by itself. AI note: 高温41°C恐拖慢节奏，双方攻击力欠佳且样本薄，进球数或低于盘口；主队稍占优势但难大胜。 HT first pick is 0:0 (62.0%); HT draw probability is 65.8%, so the model still respects early caution. Exact-score outputs are probability rankings for pre-match research and review.

Risk note: exact scores are low-hit-rate events. The model output is a probability ranking, not a certainty; late market moves, lineups, red cards and early goals can reshape the distribution.

Sources

Feijing · fixtures, results, Asian handicap, totals, half-time markets, Europe 1X2 · Local history database · historical market lines, full-time scores, half-time scores · DeepSeek · AI sidecar context, bounded candidate reweighting only