J League · Score Research

08-22 18:00 CST · J League · Separate HT/FT models

Cerezo Osaka

Home side / left market direction

Full-time first pick 1:1 Probability 19.2% · Low-total exact zone Low-total exact zone: 1:1 19.2%; 2:1 15.9%; 1:2 10.5% Half-time first pick 0:0 (62.2%)

Shimizu S-Pulse

Away side / right market direction

Five-Factor Read

1. Market strength Cerezo Osaka side rates higher

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

2. Form and pace 0:0

HT first pick is 0:0 (62.2%); HT draw probability is 66.0%, 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: 主队攻击略优但客队节奏慢，高温或降低攻速，模型最佳1:1；双方防守均有漏洞但大球预期弱，倾向低比分平局。

4. Venue factor non-neutral / heat

Venue: 洋马长居体育场. Non-neutral venue. Weather/temperature: 天晴, 33℃～34℃. 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.

5. Sample and soft factors Usable sample

139 comparable matches; useful for probability ranking

Full-Time Score Distribution

1:1 19.2%

2:1 15.9%

1:2 10.5%

2:2 10.4%

3:1 6.1%

1:0 4.6%

0:0 4.1%

3:2 3.5%

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

Score cluster: Low-total exact zone: 1:1 19.2%; 2:1 15.9%; 1:2 10.5%

Half-Time Score Distribution

0:0 62.2%

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

Cerezo Osaka win39.6%

Draw35.7%

Shimizu S-Pulse win24.7%

Cerezo Osaka expected goals1.67

Shimizu S-Pulse expected goals1.39

Under 3.565.0%

FT temperature0.95

Empirical weight63.5%

Sample size139

Europe 1X2home 40.3% / draw 28.0% / away 31.7%

Key Variables

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

Deciding factor Draw probability is 35.7%, so the exact-score set should keep draw and one-goal-margin scripts alive.

Risk point Under 3.5 is 65.0%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-25 00:37:59 CST (started/finished about 54h 38m ago) | Snapshot window: pending -> 2026-08-25 00:37:59

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: Cerezo Osaka win · Actual side: Cerezo Osaka win · side aligned

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Cerezo Osaka vs Shimizu S-Pulse is 1:1 (19.2%). Cerezo Osaka 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: 主队攻击略优但客队节奏慢，高温或降低攻速，模型最佳1:1；双方防守均有漏洞但大球预期弱，倾向低比分平局。 HT first pick is 0:0 (62.2%); HT draw probability is 66.0%, 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