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Finnish Veikkausliiga · Score Research

08-23 20:00 CST · Finnish Veikkausliiga · Separate HT/FT models

Ku

KuPs

Home side / left market direction

Full-time first pick 2:1 Probability 13.4% · High-total score cluster High-total score cluster: 2:1 13.4%; 3:1 9.3%; 3:2 5.2%; 3:0 4.9%; 4:1 4.4%; 4:0 3.2%; 5:1 2.8%; 4:2 2.7% Half-time first pick 0:0 (39.7%)
IF

IFK Mariehamn

Away side / right market direction

Five-Factor Read

1. Market strength KuPs side rates higher

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

2. Form and pace 0:0

HT first pick is 0:0 (39.7%); HT draw probability is 47.2%, so the model still respects early caution.

3. AI Sidecar Read FT total 3.50

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: 主队防守稳健、客队攻击乏力且样本不足，微雨低温降低节奏，总进球或低于盘口。

4. Venue factor non-neutral / weather risk

Venue: 萨翁萨诺马特体育场. Non-neutral venue. Weather/temperature: 微雨, 14℃～15℃. The schedule marks this as non-neutral, so home/away identity remains a weak background factor. Weather creates a disruption signal, so high-tempo attacking chains and blowout tails are treated more carefully. The totals line is high, but the weather-risk signal keeps unconditional open-game assumptions under review.

5. Sample and soft factors Usable sample

174 comparable matches; useful for probability ranking

Full-Time Score Distribution

2:1 13.4%
1:1 12.1%
3:1 9.3%
1:2 7.0%
2:0 6.3%
2:2 5.3%
3:2 5.2%
1:0 5.1%
FT market: side line 1.75 · total 3.50 · Bucket side_ou:home_favored/3.5
Score cluster: High-total score cluster: 2:1 13.4%; 3:1 9.3%; 3:2 5.2%; 3:0 4.9%; 4:1 4.4%; 4:0 3.2%; 5:1 2.8%; 4:2 2.7%

Half-Time Score Distribution

0:0 39.7%
1:0 28.1%
2:0 10.6%
1:1 7.3%
0:1 6.2%
3:0 2.8%
2:1 2.0%
4:0 1.1%
HT market: side line 0.75 · total 1.25
KuPs win63.1%
Draw21.2%
IFK Mariehamn win15.6%
KuPs expected goals2.35
IFK Mariehamn expected goals1.21
Under 3.552.6%
FT temperature0.95
Empirical weight55.0%
Sample size174
Europe 1X2home 74.1% / draw 15.4% / away 10.4%

Key Variables

First-goal path KuPs benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 21.2%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 52.6%; 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 28h 38m ago) | Snapshot window: pending -> 2026-08-25 00:37:51

First snapshotFT handicap 待补 · total 待补
Latest marketFT handicap 1.75 · total 3.5

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: KuPs win · Actual side: IFK Mariehamn win · side missed

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for KuPs vs IFK Mariehamn is 2:1 (13.4%). KuPs 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: 主队防守稳健、客队攻击乏力且样本不足，微雨低温降低节奏，总进球或低于盘口。 HT first pick is 0:0 (39.7%); HT draw probability is 47.2%, 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