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Finnish Veikkausliiga · Score Research

08-10 00:00 CST · Finnish Veikkausliiga · Separate HT/FT models

AC

AC Oulu

Home side / left market direction

Full-time first pick 1:1 Probability 17.0% · Standard score cluster Standard score cluster: 1:1 17.0%; 1:2 14.3%; 2:1 12.2%; 1:3 7.5% Half-time first pick 0:0 (57.0%)
HJ

HJK Helsinki

Away side / right market direction

Five-Factor Read

1. Market strength HJK Helsinki side rates higher

The handicap leans toward HJK Helsinki; the market prices the away side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (57.0%); HT draw probability is 63.0%, 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: 主队节奏极慢且防守漏洞大，客队攻击力强但客场作战，模型概率偏向客胜小胜，总分盘不低但节奏可能拖低进球。

4. Venue factor non-neutral / normal weather

Venue: 海纳帕PH球场. Non-neutral venue. Weather/temperature: 间中有云, 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 17.0%
1:2 14.3%
2:1 12.2%
1:3 7.5%
2:2 6.4%
0:1 5.0%
2:3 4.3%
3:1 3.6%
FT market: side line -0.50 · total 2.75 · Bucket ah_ou:-0.5/3.0
Score cluster: Standard score cluster: 1:1 17.0%; 1:2 14.3%; 2:1 12.2%; 1:3 7.5%

Half-Time Score Distribution

0:0 57.0%
0:1 16.6%
1:0 12.7%
1:1 5.9%
0:2 3.3%
2:0 2.1%
1:2 0.8%
2:1 0.5%
HT market: side line -0.25 · total 1.25
AC Oulu win28.3%
Draw28.5%
HJK Helsinki win43.2%
AC Oulu expected goals1.45
HJK Helsinki expected goals1.76
Under 3.562.8%
FT temperature0.95
Empirical weight60.2%
Sample size121
Europe 1X2home 29.0% / draw 24.8% / away 46.2%

Key Variables

First-goal path HJK Helsinki benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 28.5%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 62.8%; 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 360h 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: HJK Helsinki win · Actual side: HJK Helsinki win · side aligned

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for AC Oulu vs HJK Helsinki is 1:1 (17.0%). HJK Helsinki 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: 主队节奏极慢且防守漏洞大，客队攻击力强但客场作战，模型概率偏向客胜小胜，总分盘不低但节奏可能拖低进球。 HT first pick is 0:0 (57.0%); HT draw probability is 63.0%, 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