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07-16 02:15 CST · UEFA Champions League · Separate HT/FT models

At

Atert Bissen

Home side / left market direction

Full-time first pick 2:1 Probability 13.6% · Standard score cluster Standard score cluster: 2:1 13.6%; 3:1 9.0%; 3:2 5.6%; 4:1 3.5% Half-time first pick 0:0 (61.1%)
KI

KI Klaksvik

Away side / right market direction

Five-Factor Read

1. Market strength Atert Bissen side rates higher

The handicap leans toward Atert Bissen; the market prices the home 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: 主队联赛榜首但数据缺失，客队防守稳健，模型看好主胜但平局不低，天气晴好，总进球倾向开放。

4. Venue factor Non-neutral venue

Venue: venue pending. Non-neutral venue. Weather/temperature: 天晴, 26℃～27℃. 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

2:1 13.6%
3:1 9.0%
3:2 5.6%
4:1 3.5%
2:0 2.5%
4:2 2.2%
5:1 2.1%
1:0 2.0%
FT market: side line 0.25 · total 3.00 · Bucket ah_ou:0.25/3.0
Score cluster: Standard score cluster: 2:1 13.6%; 3:1 9.0%; 3:2 5.6%; 4:1 3.5%

Half-Time Score Distribution

0:0 61.1%
1:0 15.5%
0:1 13.1%
1:1 3.9%
2:0 2.2%
0:2 1.8%
2:1 0.8%
1:2 0.7%
HT market: side line 0.00 · total 1.25
Atert Bissen win44.8%
Draw29.3%
KI Klaksvik win25.9%
Atert Bissen expected goals2.05
KI Klaksvik expected goals1.63
Under 3.549.2%
FT temperature0.95
Empirical weight76.4%
Sample size259
Europe 1X2home 42.2% / draw 24.7% / away 33.1%

Key Variables

First-goal path Atert Bissen benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 29.3%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 49.2%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-05 01:18:55 CST (started/finished about 479h 4m ago) | Snapshot window: pending -> 2026-08-05 01:18:55

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: 2:1

Predicted side: Atert Bissen win · Actual side: KI Klaksvik win · side missed

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Atert Bissen vs KI Klaksvik is 2:1 (13.6%). Atert Bissen 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: 主队联赛榜首但数据缺失，客队防守稳健，模型看好主胜但平局不低，天气晴好，总进球倾向开放。 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