USL Championship · Score Research

08-16 07:00 CST · USL Championship · Separate HT/FT models

Pittsburgh Riverhounds

Home side / left market direction

Full-time first pick 1:1 Probability 27.2% · Low-total exact zone Low-total exact zone: 1:1 27.2%; 2:1 15.8%; 1:2 9.7% Half-time first pick 0:0 (62.5%)

Charleston Battery

Away side / right market direction

Five-Factor Read

1. Market strength Draw carries the highest weight

The Asian handicap is close to level, with no clear market gap.

2. Form and pace 0:0

HT first pick is 0:0 (62.5%); HT draw probability is 66.2%, so the model still respects early caution.

3. AI Sidecar Read FT total 2.25

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: 客队排名高但进攻优势有限，主队主场防守较稳；模型显示平局概率高，节奏偏慢，预期进球少，倾向防守平局。

4. Venue factor Non-neutral venue

Venue: venue pending. Non-neutral venue. Weather/temperature: 多云, 21℃～22℃. 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. Together with the totals line and Under 3.5 probability, the venue layer supports a lower-tempo or lower-margin script rather than pushing the score upward.

5. Sample and soft factors Usable sample

229 comparable matches; useful for probability ranking

Full-Time Score Distribution

1:1 27.2%

2:1 15.8%

1:2 9.7%

2:2 9.3%

3:1 4.5%

2:3 4.5%

1:0 3.6%

0:0 3.4%

FT market: side line 0.00 · total 2.25 · Bucket ah_ou:0.0/2.0

Score cluster: Low-total exact zone: 1:1 27.2%; 2:1 15.8%; 1:2 9.7%

Half-Time Score Distribution

0:0 62.5%

1:0 15.3%

0:1 13.1%

1:1 3.6%

2:0 1.9%

0:2 1.6%

2:1 0.6%

1:2 0.6%

HT market: side line 0.00 · total 1.00

Pittsburgh Riverhounds win34.3%

Draw41.2%

Charleston Battery win24.5%

Pittsburgh Riverhounds expected goals1.59

Charleston Battery expected goals1.42

Under 3.567.8%

FT temperature0.95

Empirical weight74.1%

Sample size229

Europe 1X2home 36.2% / draw 27.6% / away 36.2%

Key Variables

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

Deciding factor Draw probability is 41.2%, so the exact-score set should keep draw and one-goal-margin scripts alive.

Risk point Under 3.5 is 67.8%; 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 209h 39m ago) | Snapshot window: pending -> 2026-08-25 00:38:22

First snapshotFT handicap 待补 · total 待补

Latest marketFT handicap 0 · total 2.25

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: draw · 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 Pittsburgh Riverhounds vs Charleston Battery is 1:1 (27.2%). Draw carries the highest weight. 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: 客队排名高但进攻优势有限，主队主场防守较稳；模型显示平局概率高，节奏偏慢，预期进球少，倾向防守平局。 HT first pick is 0:0 (62.5%); HT draw probability is 66.2%, 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