USL Championship · Score Research

08-02 10:00 CST · USL Championship · Separate HT/FT models

Oakland Roots

Home side / left market direction

Full-time first pick 1:1 Probability 18.3% · Low-total exact zone Low-total exact zone: 1:1 18.3%; 2:1 15.8%; 2:2 10.6% Half-time first pick 0:0 (62.4%)

Pittsburgh Riverhounds

Away side / right market direction

Five-Factor Read

1. Market strength Oakland Roots side rates higher

The handicap leans toward Oakland Roots; the market prices the home side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (62.4%); HT draw probability is 66.1%, so the model still respects early caution.

3. AI Sidecar Read FT total 2.50

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: 两队节奏指数均低，客队防守韧性强，市场倾向平局；样本薄，阵容不确定性高，故修正偏低进球。

4. Venue factor Non-neutral venue

Venue: venue pending. Non-neutral venue. Weather/temperature: 阴天, 16℃～17℃. The schedule marks this as non-neutral, so home/away identity remains a weak background factor. Weather and temperature do not show a clear tempo-suppression signal.

5. Sample and soft factors Usable sample

139 comparable matches; useful for probability ranking

Full-Time Score Distribution

1:1 18.3%

2:1 15.8%

2:2 10.6%

1:2 10.4%

3:1 6.2%

1:0 4.6%

0:0 4.0%

3:2 3.6%

FT market: side line 0.25 · total 2.50 · Bucket ah_ou:0.25/2.5

Score cluster: Low-total exact zone: 1:1 18.3%; 2:1 15.8%; 2:2 10.6%

Half-Time Score Distribution

0:0 62.4%

1:0 15.5%

0:1 13.0%

1:1 3.6%

2:0 2.0%

0:2 1.6%

2:1 0.6%

1:2 0.6%

HT market: side line 0.00 · total 1.00

Oakland Roots win40.2%

Draw35.0%

Pittsburgh Riverhounds win24.8%

Oakland Roots expected goals1.69

Pittsburgh Riverhounds expected goals1.40

Under 3.564.0%

FT temperature0.95

Empirical weight63.5%

Sample size139

Europe 1X2home 41.8% / draw 27.1% / away 31.1%

Key Variables

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

Deciding factor Draw probability is 35.0%, so the exact-score set should keep draw and one-goal-margin scripts alive.

Risk point Under 3.5 is 64.0%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-05 01:19:19 CST (started/finished about 63h 20m ago) | Snapshot window: pending -> 2026-08-05 01:19:19

First snapshotFT handicap 待补 · total 待补

Latest marketFT handicap 0.25 · total 2.5

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: Oakland Roots win · Actual side: Pittsburgh Riverhounds win · side missed

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Oakland Roots vs Pittsburgh Riverhounds is 1:1 (18.3%). Oakland Roots 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: 两队节奏指数均低，客队防守韧性强，市场倾向平局；样本薄，阵容不确定性高，故修正偏低进球。 HT first pick is 0:0 (62.4%); HT draw probability is 66.1%, 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