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08-05 02:00 CST · UEFA Champions League · Separate HT/FT models

Ol

Olympiakos Piraeus

Home side / left market direction

Full-time first pick 2:1 Probability 16.7% · Standard score cluster Standard score cluster: 2:1 16.7%; 1:1 13.7%; 3:1 9.9%; 1:2 8.0% Half-time first pick 0:0 (51.5%)
NE

NEC Nijmegen

Away side / right market direction

Five-Factor Read

1. Market strength Olympiakos Piraeus side rates higher

The handicap leans toward Olympiakos Piraeus; the market prices the home side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (51.5%); HT draw probability is 57.5%, 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: 主队主场强势且市场高看，但炎热天气可能降低节奏；客队有反击进球能力，总进球盘2.75反映开放格局；数据样本薄需谨慎。

4. Venue factor non-neutral / heat

Venue: 卡雷斯卡奇球场. Non-neutral venue. Weather/temperature: 间中有云, 31℃～32℃. The schedule marks this as non-neutral, so home/away identity remains a weak background factor. Higher temperature raises fatigue risk and late-game tempo drop risk. Together with the totals line, the venue layer can support a more open upper tail.

5. Sample and soft factors Usable sample

144 comparable matches; useful for probability ranking

Full-Time Score Distribution

2:1 16.7%
1:1 13.7%
3:1 9.9%
1:2 8.0%
1:0 5.3%
2:0 5.0%
4:2 4.7%
2:2 4.5%
FT market: side line 1.00 · total 2.75 · Bucket ah_ou:1.0/3.0
Score cluster: Standard score cluster: 2:1 16.7%; 1:1 13.7%; 3:1 9.9%; 1:2 8.0%

Half-Time Score Distribution

0:0 51.5%
1:0 23.5%
0:1 9.0%
1:1 5.7%
2:0 5.5%
2:1 1.4%
3:0 1.2%
0:2 0.9%
HT market: side line 0.50 · total 1.25
Olympiakos Piraeus win59.5%
Draw22.8%
NEC Nijmegen win17.7%
Olympiakos Piraeus expected goals2.21
NEC Nijmegen expected goals1.30
Under 3.556.5%
FT temperature0.95
Empirical weight64.3%
Sample size144
Europe 1X2home 62.9% / draw 20.6% / away 16.5%

Key Variables

First-goal path Olympiakos Piraeus benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.
Deciding factor Draw probability is 22.8%, so the exact-score set should keep draw and one-goal-margin scripts alive.
Risk point Under 3.5 is 56.5%; 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 478h 38m ago) | Snapshot window: pending -> 2026-08-25 00:37:43

First snapshotFT handicap 待补 · total 待补
Latest marketFT handicap 1 · 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: Olympiakos Piraeus win · Actual side: draw · side missed

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Olympiakos Piraeus vs NEC Nijmegen is 2:1 (16.7%). Olympiakos Piraeus 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: 主队主场强势且市场高看，但炎热天气可能降低节奏；客队有反击进球能力，总进球盘2.75反映开放格局；数据样本薄需谨慎。 HT first pick is 0:0 (51.5%); HT draw probability is 57.5%, 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