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Finnish Veikkausliiga · Score Research

08-17 23:00 CST · Finnish Veikkausliiga · Separate HT/FT models

Gn

Gnistan Helsinki

Home side / left market direction

Full-time first pick 1:1 Probability 14.5% · Standard score cluster Standard score cluster: 1:1 14.5%; 1:2 14.0%; 2:1 12.9%; 2:2 9.0% Half-time first pick 0:0 (61.1%)
Il

Ilves Tampere

Away side / right market direction

Five-Factor Read

1. Market strength Gnistan Helsinki side rates higher

The handicap leans toward Ilves Tampere; the market prices the away side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (61.1%); HT draw probability is 65.2%, 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: 主队攻击尚可但防线漏，客队防守稳但进攻弱；市场总进球3高，概率接近，倾向开放。

4. Venue factor Non-neutral venue

Venue: venue pending. Non-neutral venue. Weather/temperature: 间中有云, 15℃～16℃. 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

178 comparable matches; useful for probability ranking

Full-Time Score Distribution

1:1 14.5%
1:2 14.0%
2:1 12.9%
2:2 9.0%
3:1 6.8%
1:3 5.1%
3:2 4.3%
1:0 3.3%
FT market: side line -0.25 · total 3.00 · Bucket ah_ou:-0.25/3.0
Score cluster: Standard score cluster: 1:1 14.5%; 1:2 14.0%; 2:1 12.9%; 2:2 9.0%

Half-Time Score Distribution

0:0 61.1%
1:0 15.3%
0:1 13.2%
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
Gnistan Helsinki win37.9%
Draw27.3%
Ilves Tampere win34.8%
Gnistan Helsinki expected goals1.78
Ilves Tampere expected goals1.72
Under 3.555.9%
FT temperature0.95
Empirical weight69.0%
Sample size178
Europe 1X2home 35.0% / draw 25.7% / away 39.3%

Key Variables

First-goal path Gnistan Helsinki benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 27.3%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 55.9%; 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 169h 38m ago) | Snapshot window: pending -> 2026-08-25 00:37:51

First snapshotFT handicap 待补 · total 待补
Latest marketFT handicap -0.25 · 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: 1:1

Predicted side: Gnistan Helsinki win · Actual side: Gnistan 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 Gnistan Helsinki vs Ilves Tampere is 1:1 (14.5%). Gnistan 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: 主队攻击尚可但防线漏，客队防守稳但进攻弱；市场总进球3高，概率接近，倾向开放。 HT first pick is 0:0 (61.1%); HT draw probability is 65.2%, 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