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08-16 22:30 CST · Swedish Allsvenskan · Separate HT/FT models

Ka

Kalmar

Home side / left market direction

Full-time first pick 1:1 Probability 16.9% · Standard score cluster Standard score cluster: 1:1 16.9%; 1:2 14.1%; 2:1 12.3%; 1:3 7.2% Half-time first pick 0:0 (57.0%)
Ha

Hammarby

Away side / right market direction

Five-Factor Read

1. Market strength Hammarby side rates higher

The handicap leans toward Hammarby; 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: 客队排名高但攻击力一般,主队攻弱守漏,节奏偏慢,总进球可能不高。

4. Venue factor non-neutral / normal weather

Venue: 古德法根竞技场. 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

121 comparable matches; useful for probability ranking

Full-Time Score Distribution

1:1 16.9%
1:2 14.1%
2:1 12.3%
1:3 7.2%
2:2 6.6%
0:1 5.0%
2:3 4.4%
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 16.9%; 1:2 14.1%; 2:1 12.3%; 1:3 7.2%

Half-Time Score Distribution

0:0 57.0%
0:1 16.8%
1:0 12.6%
1:1 5.8%
0:2 3.4%
2:0 2.0%
1:2 0.8%
2:1 0.5%
HT market: side line -0.25 · total 1.25
Kalmar win28.8%
Draw28.7%
Hammarby win42.5%
Kalmar expected goals1.47
Hammarby expected goals1.75
Under 3.562.6%
FT temperature0.95
Empirical weight60.2%
Sample size121
Europe 1X2home 24.3% / draw 24.3% / away 51.4%

Key Variables

First-goal path Hammarby benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 28.7%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 62.6%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-25 00:37:48 CST (started/finished about 194h 8m ago) | Snapshot window: pending -> 2026-08-25 00:37:48

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: Hammarby win · Actual side: Hammarby win · side aligned

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Kalmar vs Hammarby is 1:1 (16.9%). Hammarby 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: 客队排名高但攻击力一般,主队攻弱守漏,节奏偏慢,总进球可能不高。 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