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07-30 00:00 CST · UEFA Champions League · Separate HT/FT models

Ka

Kauno Zalgiris

Home side / left market direction

Full-time first pick 1:1 Probability 25.5% · Low-total exact zone Low-total exact zone: 1:1 25.5%; 2:1 17.5%; 1:2 9.5% Half-time first pick 0:0 (62.4%)
KI

KI Klaksvik

Away side / right market direction

Five-Factor Read

1. Market strength Kauno Zalgiris side rates higher

The handicap leans toward Kauno Zalgiris; the market prices the home side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (62.4%); HT draw probability is 66.3%, so the model still respects early caution.

3. AI Sidecar Read FT total 2.25

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: 双方节奏慢，客队攻击稍好但防守差，平局可能大。

4. Venue factor neutral / normal weather

Venue: 卡诺扎尔吉里奥體育場. Neutral venue. Weather/temperature: 阴天, 19℃～20℃. Neither side has a clear host-country edge, so the venue read mainly removes normal home advantage and pushes the decision back to market, lineup and tournament context. Weather and temperature do not show a clear tempo-suppression signal. Together with the totals line and Under 3.5 probability, the venue layer supports a lower-tempo or lower-margin script rather than pushing the score upward.

5. Sample and soft factors Usable sample

201 comparable matches; useful for probability ranking

Full-Time Score Distribution

1:1 25.5%
2:1 17.5%
1:2 9.5%
2:2 6.5%
3:1 5.4%
1:0 4.5%
3:2 4.3%
0:1 3.5%
FT market: side line 0.50 · total 2.25 · Bucket ah_ou:0.5/2.0
Score cluster: Low-total exact zone: 1:1 25.5%; 2:1 17.5%; 1:2 9.5%

Half-Time Score Distribution

0:0 62.4%
1:0 19.2%
0:1 9.0%
1:1 3.8%
2:0 2.2%
0:2 1.2%
2:1 0.7%
3:0 0.5%
HT market: side line 0.25 · total 0.75
Kauno Zalgiris win42.2%
Draw36.2%
KI Klaksvik win21.7%
Kauno Zalgiris expected goals1.66
KI Klaksvik expected goals1.30
Under 3.570.0%
FT temperature0.95
Empirical weight71.5%
Sample size201
Europe 1X2home 47.9% / draw 28.3% / away 23.8%

Key Variables

First-goal path Kauno Zalgiris benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 36.2%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 70.0%; 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 145h 19m ago) | Snapshot window: pending -> 2026-08-05 01:18:55

First snapshotFT handicap 待补 · total 待补
Latest marketFT handicap 0.5 · total 2.25

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: Kauno Zalgiris win · Actual side: Kauno Zalgiris win · side aligned

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Kauno Zalgiris vs KI Klaksvik is 1:1 (25.5%). Kauno Zalgiris 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: 双方节奏慢，客队攻击稍好但防守差，平局可能大。 HT first pick is 0:0 (62.4%); HT draw probability is 66.3%, 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