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Finnish Veikkausliiga · Score Research

07-11 00:00 CST · Finnish Veikkausliiga · Separate HT/FT models

Va

Vaasa VPS

Home side / left market direction

Full-time first pick 2:1 Probability 15.8% · Standard score cluster Standard score cluster: 2:1 15.8%; 3:1 11.5%; 3:2 4.8%; 1:0 3.3% Half-time first pick 0:0 (59.1%)
SJ

SJK Seinajoen

Away side / right market direction

Five-Factor Read

1. Market strength Vaasa VPS side rates higher

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

2. Form and pace 0:0

HT first pick is 0:0 (59.1%); HT draw probability is 63.9%, 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: 主队排名高主场强势，但双方进攻指数低节奏慢，预计小胜；阵容样本小存在不确定性。

4. Venue factor non-neutral / normal weather

Venue: 西塔拉蒂球场. Non-neutral venue. Weather/temperature: 间中有云, 10℃～11℃. 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 Usable sample

195 comparable matches; useful for probability ranking

Full-Time Score Distribution

2:1 15.8%
3:1 11.5%
3:2 4.8%
1:0 3.3%
2:0 3.3%
4:1 3.1%
3:0 2.3%
5:1 2.3%
FT market: side line 0.75 · total 3.00 · Bucket ah_ou:0.75/3.0
Score cluster: Standard score cluster: 2:1 15.8%; 3:1 11.5%; 3:2 4.8%; 1:0 3.3%

Half-Time Score Distribution

0:0 59.1%
1:0 19.9%
0:1 9.3%
1:1 4.6%
2:0 2.7%
0:2 1.4%
2:1 1.1%
3:0 0.7%
HT market: side line 0.25 · total 1.25
Vaasa VPS win54.4%
Draw28.2%
SJK Seinajoen win17.4%
Vaasa VPS expected goals2.18
SJK Seinajoen expected goals1.37
Under 3.552.3%
FT temperature0.95
Empirical weight70.9%
Sample size195
Europe 1X2home 52.3% / draw 23.7% / away 24.0%

Key Variables

First-goal path Vaasa VPS benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 28.2%, 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 2026-08-05 01:18:59 CST (started/finished about 601h 19m ago) | Snapshot window: pending -> 2026-08-05 01:18:59

First snapshotFT handicap 待补 · total 待补
Latest marketFT handicap 0.75 · 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: Vaasa VPS win · Actual side: Vaasa VPS win · side aligned

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Vaasa VPS vs SJK Seinajoen is 2:1 (15.8%). Vaasa VPS 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: 主队排名高主场强势，但双方进攻指数低节奏慢，预计小胜；阵容样本小存在不确定性。 HT first pick is 0:0 (59.1%); HT draw probability is 63.9%, 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