K League · Score Research

08-23 18:30 CST · K League · Separate HT/FT models

Gwangju Football Club

Home side / left market direction

Full-time first pick 1:1 Probability 16.6% · Low-total exact zone Low-total exact zone: 1:1 16.6%; 1:2 14.2%; 2:1 10.0% Half-time first pick 0:0 (60.8%)

Incheon United

Away side / right market direction

Five-Factor Read

1. Market strength Incheon United side rates higher

The handicap leans toward Incheon United; the market prices the away side as stronger.

2. Form and pace 0:0

HT first pick is 0:0 (60.8%); HT draw probability is 65.6%, 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: 客队实力占优但进攻一般，主队主场进攻乏力，双方节奏偏慢，低进球概率较高，模型显示1:1及客胜小比分可能性较大。

4. Venue factor non-neutral / heat

Venue: 光州足球场. Non-neutral venue. Weather/temperature: 天晴, 29℃～30℃. 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 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

66 comparable matches; useful for probability ranking

Full-Time Score Distribution

1:1 16.6%

1:2 14.2%

2:1 10.0%

0:1 9.3%

0:0 7.4%

2:2 6.0%

1:0 5.7%

0:2 5.4%

FT market: side line -0.50 · total 2.25 · Bucket ah_ou:-0.5/2.0

Score cluster: Low-total exact zone: 1:1 16.6%; 1:2 14.2%; 2:1 10.0%

Half-Time Score Distribution

0:0 60.8%

0:1 16.8%

1:0 11.8%

1:1 4.8%

0:2 3.0%

2:0 1.6%

1:2 0.5%

0:3 0.3%

HT market: side line -0.25 · total 0.75

Gwangju Football Club win25.0%

Draw30.9%

Incheon United win44.1%

Gwangju Football Club expected goals1.15

Incheon United expected goals1.51

Under 3.574.4%

FT temperature0.95

Empirical weight45.2%

Sample size66

Europe 1X2home 22.3% / draw 27.6% / away 50.2%

Key Variables

First-goal path Incheon United benefits most from opening the scoring; if HT stays 0:0, the FT distribution compresses toward lower scores.

Deciding factor Draw probability is 30.9%, so the exact-score set should keep draw and one-goal-margin scripts alive.

Risk point Under 3.5 is 74.4%; if the live total moves up materially, rerun the model.

Pre-Match Update · Market Movement

Published 2026-08-25 00:37:54 CST (started/finished about 30h 8m ago) | Snapshot window: pending -> 2026-08-25 00:37:54

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: Incheon United win · Actual side: Incheon United win · side aligned

Using the full-time handicap, totals, comparable market buckets and half-time market, the model's full-time first pick for Gwangju Football Club vs Incheon United is 1:1 (16.6%). Incheon United 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: 客队实力占优但进攻一般，主队主场进攻乏力，双方节奏偏慢，低进球概率较高，模型显示1:1及客胜小比分可能性较大。 HT first pick is 0:0 (60.8%); HT draw probability is 65.6%, 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