Premier League · Score Research

08-22 03:00 CST · Premier League · Separate HT/FT models

Arsenal

Home side / left market direction

Full-time first pick 2:1 Probability 13.1% · High-total score cluster High-total score cluster: 2:1 13.1%; 3:1 9.4%; 3:0 6.5%; 4:0 4.4%; 4:1 4.3%; 3:2 4.2%; 5:1 2.8%; 4:2 2.7% Half-time first pick 0:0 (40.3%)

Coventry City

Away side / right market direction

Five-Factor Read

1. Market strength Arsenal side rates higher

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

2. Form and pace 0:0

HT first pick is 0:0 (40.3%); HT draw probability is 47.3%, so the model still respects early caution.

3. AI Sidecar Read FT total 3.00

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: 阿森纳主场对阵弱旅，市场预期大胜，但风格样本薄且考文垂未知，节奏可能可控，总进球偏高，主队压制明显，关注阿森纳净胜2球以上。

4. Venue factor non-neutral / normal weather

Venue: 酋长球场. Non-neutral venue. Weather/temperature: 多云, 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. Together with the totals line, the venue layer can support a more open upper tail.

5. Sample and soft factors Strong sample

995 comparable matches; market bucket support is solid

Full-Time Score Distribution

2:1 13.1%

1:1 11.0%

3:1 9.4%

2:0 7.5%

3:0 6.5%

1:0 5.7%

2:2 5.3%

1:2 5.1%

FT market: side line 2.00 · total 3.00 · Bucket side_ou:home_favored/3.0

Score cluster: High-total score cluster: 2:1 13.1%; 3:1 9.4%; 3:0 6.5%; 4:0 4.4%; 4:1 4.3%; 3:2 4.2%; 5:1 2.8%; 4:2 2.7%

Half-Time Score Distribution

0:0 40.3%

1:0 28.7%

2:0 10.8%

1:1 6.8%

0:1 5.8%

3:0 2.8%

2:1 1.8%

4:0 1.1%

HT market: side line 0.75 · total 1.25

Arsenal win68.1%

Draw19.9%

Coventry City win12.0%

Arsenal expected goals2.49

Coventry City expected goals1.08

Under 3.552.3%

FT temperature0.95

Empirical weight55.0%

Sample size995

Europe 1X2home 79.9% / draw 13.7% / away 6.4%

Key Variables

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

Deciding factor Draw probability is 19.9%, so the exact-score set should keep draw and one-goal-margin scripts alive.

Risk point Under 3.5 is 52.3%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-25 00:37:40 CST (started/finished about 69h 38m ago) | Snapshot window: pending -> 2026-08-25 00:37:40

First snapshotFT handicap 待补 · total 待补

Latest marketFT handicap 2 · total 3

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: Arsenal win · Actual side: Arsenal win · side aligned

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Arsenal vs Coventry City is 2:1 (13.1%). Arsenal 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: 阿森纳主场对阵弱旅，市场预期大胜，但风格样本薄且考文垂未知，节奏可能可控，总进球偏高，主队压制明显，关注阿森纳净胜2球以上。 HT first pick is 0:0 (40.3%); HT draw probability is 47.3%, 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