USL Championship · Score Research

07-05 07:00 CST · USL Championship · Separate HT/FT models

Pittsburgh Riverhounds

Home side / left market direction

Full-time first pick 2:1 Probability 16.1% · Low-total exact zone Low-total exact zone: 2:1 16.1%; 1:0 7.9%; 3:1 7.8% Half-time first pick 0:0 (60.1%)

Brooklyn FC

Away side / right market direction

Five-Factor Read

1. Market strength Pittsburgh Riverhounds side rates higher

The handicap leans toward Pittsburgh Riverhounds; the market prices the home side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (60.1%); HT draw probability is 64.5%, 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: 主队防守稳固但攻击偏弱，客队防守差但进攻弱，主场优势下小胜概率高，节奏慢限制总进球。

4. Venue factor Non-neutral venue

Venue: venue pending. Non-neutral venue. Weather/temperature: 多云, 27℃～28℃. 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

82 comparable matches; useful for probability ranking

Full-Time Score Distribution

2:1 16.1%

1:0 7.9%

3:1 7.8%

2:0 6.4%

4:1 3.9%

3:0 3.9%

3:2 3.0%

4:0 1.6%

FT market: side line 0.75 · total 2.50 · Bucket ah_ou:0.75/2.5

Score cluster: Low-total exact zone: 2:1 16.1%; 1:0 7.9%; 3:1 7.8%

Half-Time Score Distribution

0:0 60.1%

1:0 20.2%

0:1 9.0%

1:1 4.3%

2:0 2.7%

0:2 1.2%

2:1 0.9%

3:0 0.7%

HT market: side line 0.25 · total 1.00

Pittsburgh Riverhounds win55.8%

Draw28.8%

Brooklyn FC win15.4%

Pittsburgh Riverhounds expected goals1.92

Brooklyn FC expected goals1.09

Under 3.565.1%

FT temperature0.95

Empirical weight50.6%

Sample size82

Europe 1X2home 53.1% / draw 25.5% / away 21.5%

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 28.8%, so the exact-score set should keep draw and one-goal-margin scripts alive.

Risk point Under 3.5 is 65.1%; 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 737h 20m ago) | Snapshot window: pending -> 2026-08-05 01:19:19

First snapshotFT handicap 待补 · total 待补

Latest marketFT handicap 0.75 · 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: 2:1

Predicted side: Pittsburgh Riverhounds win · Actual side: Brooklyn FC 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 Brooklyn FC is 2:1 (16.1%). Pittsburgh Riverhounds 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: 主队防守稳固但攻击偏弱，客队防守差但进攻弱，主场优势下小胜概率高，节奏慢限制总进球。 HT first pick is 0:0 (60.1%); HT draw probability is 64.5%, 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