← Back to UEFA Champions League center 中文

UEFA Champions League · Score Research

08-20 03:00 CST · UEFA Champions League · Separate HT/FT models

Ce

Celtic FC

Home side / left market direction

Full-time first pick 2:1 Probability 15.2% · Standard score cluster Standard score cluster: 2:1 15.2%; 1:1 15.0%; 3:1 10.8%; 2:2 8.7% Half-time first pick 0:0 (59.4%)
LA

LASK Linz

Away side / right market direction

Five-Factor Read

1. Market strength Celtic FC side rates higher

The handicap leans toward Celtic FC; the market prices the home side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (59.4%); HT draw probability is 64.1%, 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: 凯尔特人主场攻强守稳，LASK客场进攻疲软，盘口支持大球与主胜，微雨可能增加进球。

4. Venue factor non-neutral / weather risk

Venue: 凯尔特人公园球场. Non-neutral venue. Weather/temperature: 微雨, 14℃～15℃. The schedule marks this as non-neutral, so home/away identity remains a weak background factor. Weather creates a disruption signal, so high-tempo attacking chains and blowout tails are treated more carefully. The totals line is high, but the weather-risk signal keeps unconditional open-game assumptions under review.

5. Sample and soft factors Usable sample

199 comparable matches; useful for probability ranking

Full-Time Score Distribution

2:1 15.2%
1:1 15.0%
3:1 10.8%
2:2 8.7%
1:2 7.5%
3:2 5.0%
2:3 3.6%
2:0 3.6%
FT market: side line 0.75 · total 2.75 · Bucket ah_ou:0.75/3.0
Score cluster: Standard score cluster: 2:1 15.2%; 1:1 15.0%; 3:1 10.8%; 2:2 8.7%

Half-Time Score Distribution

0:0 59.4%
1:0 19.9%
0:1 9.1%
1:1 4.5%
2:0 2.7%
0:2 1.3%
2:1 1.1%
3:0 0.7%
HT market: side line 0.25 · total 1.25
Celtic FC win53.9%
Draw27.6%
LASK Linz win18.5%
Celtic FC expected goals2.20
LASK Linz expected goals1.41
Under 3.551.0%
FT temperature0.95
Empirical weight71.3%
Sample size199
Europe 1X2home 54.4% / draw 24.0% / away 21.5%

Key Variables

First-goal path Celtic FC benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 27.6%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 51.0%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-25 00:37:43 CST (started/finished about 117h 38m ago) | Snapshot window: pending -> 2026-08-25 00:37:43

First snapshotFT handicap 待补 · total 待补
Latest marketFT handicap 0.75 · 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: 2:1

Predicted side: Celtic FC win · Actual side: Celtic FC win · side aligned

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Celtic FC vs LASK Linz is 2:1 (15.2%). Celtic FC 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: 凯尔特人主场攻强守稳，LASK客场进攻疲软，盘口支持大球与主胜，微雨可能增加进球。 HT first pick is 0:0 (59.4%); HT draw probability is 64.1%, 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