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Finnish Veikkausliiga · Score Research

08-09 00:00 CST · Finnish Veikkausliiga · Separate HT/FT models

Ja

Jaro

Home side / left market direction

Full-time first pick 1:1 Probability 17.1% · Standard score cluster Standard score cluster: 1:1 17.1%; 1:2 14.0%; 2:1 12.4%; 1:3 7.1% Half-time first pick 0:0 (58.4%)
Va

Vaasa VPS

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 away side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (58.4%); HT draw probability is 63.9%, so the model still respects early caution.

3. AI Sidecar Read FT total 2.75

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: 节奏偏慢，客队防守稳固但攻击乏力，主队防守漏洞但进攻弱，总进球倾向低。

4. Venue factor non-neutral / normal weather

Venue: 雅各布斯塔德中心球场. Non-neutral venue. Weather/temperature: 多云, 17℃～18℃. 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

121 comparable matches; useful for probability ranking

Full-Time Score Distribution

1:1 17.1%
1:2 14.0%
2:1 12.4%
1:3 7.1%
2:2 6.5%
0:1 5.3%
2:3 4.3%
3:1 3.8%
FT market: side line -0.50 · total 2.75 · Bucket ah_ou:-0.5/3.0
Score cluster: Standard score cluster: 1:1 17.1%; 1:2 14.0%; 2:1 12.4%; 1:3 7.1%

Half-Time Score Distribution

0:0 58.4%
0:1 16.9%
1:0 12.4%
1:1 5.4%
0:2 3.2%
2:0 1.9%
1:2 0.7%
0:3 0.4%
HT market: side line -0.25 · total 1.00
Jaro win28.9%
Draw28.9%
Vaasa VPS win42.1%
Jaro expected goals1.45
Vaasa VPS expected goals1.72
Under 3.563.5%
FT temperature0.95
Empirical weight60.2%
Sample size121
Europe 1X2home 25.1% / draw 24.7% / away 50.2%

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 28.9%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 63.5%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-25 00:37:51 CST (started/finished about 384h 38m ago) | Snapshot window: pending -> 2026-08-25 00:37:51

First snapshotFT handicap 待补 · total 待补
Latest marketFT handicap -0.5 · total 2.75

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: 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 Jaro vs Vaasa VPS is 1:1 (17.1%). 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: 节奏偏慢，客队防守稳固但攻击乏力，主队防守漏洞但进攻弱，总进球倾向低。 HT first pick is 0:0 (58.4%); 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