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Finnish Veikkausliiga · Score Research

07-18 22:00 CST · Finnish Veikkausliiga · Separate HT/FT models

AC

AC Oulu

Home side / left market direction

Full-time first pick 1:1 Probability 19.4% · Standard score cluster Standard score cluster: 1:1 19.4%; 2:1 14.1%; 1:2 9.6%; 2:2 8.9% Half-time first pick 0:0 (61.2%)
Gn

Gnistan Helsinki

Away side / right market direction

Five-Factor Read

1. Market strength AC Oulu side rates higher

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

2. Form and pace 0:0

HT first pick is 0:0 (61.2%); HT draw probability is 65.3%, 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: 主队防守好但攻击弱，客队攻防均衡，节奏慢，预计低比分平局。

4. Venue factor non-neutral / normal weather

Venue: 海纳帕PH球场. Non-neutral venue. Weather/temperature: 天晴, 22℃～23℃. 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 Strong sample

259 comparable matches; market bucket support is solid

Full-Time Score Distribution

1:1 19.4%
2:1 14.1%
1:2 9.6%
2:2 8.9%
3:1 8.5%
3:2 4.9%
2:3 4.6%
4:1 3.1%
FT market: side line 0.25 · total 2.75 · Bucket ah_ou:0.25/3.0
Score cluster: Standard score cluster: 1:1 19.4%; 2:1 14.1%; 1:2 9.6%; 2:2 8.9%

Half-Time Score Distribution

0:0 61.2%
1:0 15.5%
0:1 13.1%
1:1 3.9%
2:0 2.1%
0:2 1.8%
2:1 0.8%
1:2 0.7%
HT market: side line 0.00 · total 1.25
AC Oulu win43.2%
Draw31.6%
Gnistan Helsinki win25.3%
AC Oulu expected goals1.91
Gnistan Helsinki expected goals1.53
Under 3.555.2%
FT temperature0.95
Empirical weight76.4%
Sample size259
Europe 1X2home 39.3% / draw 25.3% / away 35.5%

Key Variables

First-goal path AC Oulu benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 31.6%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 55.2%; 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 411h 19m ago) | Snapshot window: pending -> 2026-08-05 01:18:59

First snapshotFT handicap 待补 · total 待补
Latest marketFT handicap 0.25 · 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: AC Oulu win · Actual side: Gnistan Helsinki win · side missed

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for AC Oulu vs Gnistan Helsinki is 1:1 (19.4%). AC Oulu 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: 主队防守好但攻击弱，客队攻防均衡，节奏慢，预计低比分平局。 HT first pick is 0:0 (61.2%); HT draw probability is 65.3%, 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