久留米競輪 2026-10-21(水)のAI予想
全12レース / グレード F2 / バンク周長 400m / モデル: LightGBM LambdaRank
久留米競輪 AI予想
全12レース / グレード F2 / バンク周長 400m / モデル: LightGBM LambdaRank
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 注 | 相澤恵一 A3 | 70.50 | 4.1 | 8.3 | Chaser | 1 | Solo | |
| 2 | ○ | 伊藤亮 A1 | 89.33 | 20.6 | 37.9 | Chaser | 0 | Second wheel | |
| 3 | △ | 飯塚隼人 A2 | 79.93 | 6.8 | 20.6 | All-round | 4 | Lead | |
| 4 | ー | 浦野慈生 A3 | 67.69 | 11.1 | 14.8 | All-round | 0 | Solo | |
| 5 | ◎ | 明田春喜 S2 | 96.50 | 2.9 | 14.7 | Chaser | 0 | Second wheel | |
| 6 | ▲ | 泉文人 A2 | 86.24 | 40.0 | 48.0 | All-round | 7 | Lead | |
| 7 | ✕ | 大越啓介 A3 | 74.15 | 15.3 | 41.0 | Chaser | 1 | Third wheel |
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ▲ | 犬塚貴之 A1 | 90.75 | 33.3 | 55.5 | All-round | 0 | Solo | |
| 2 | △ | 秋山貴宏 A3 | 74.92 | 14.8 | 48.1 | Chaser | 1 | Second wheel | |
| 3 | ー | 大久保直也 A3 | 0.00 | 0.0 | 0.0 | All-round | 0 | Lead | |
| 4 | 注 | 天沼雅貴 A3 | 69.06 | 3.3 | 10.0 | Chaser | 0 | Second wheel | |
| 5 | ◎ | 雨谷一樹 S1 | 109.69 | 27.2 | 42.4 | All-round | 0 | Solo | |
| 6 | ✕ | 阿部弘 A3 | 71.00 | 12.5 | 25.0 | Chaser | 0 | Third wheel | |
| 7 | ○ | 小畑勝広 S1 | 98.00 | 0.0 | 30.0 | Front-runner | 1 | Lead |
AIは5番 雨谷一樹(S1・自在)を本命◎に評価。AI勝率は38.3%。相手本線は7番 小畑勝広を中心に、ライン構成「⑦②⑥|③④|①|⑤」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 注 | 市本隆司 A2 | 88.08 | 20.8 | 29.1 | All-round | 0 | Solo | |
| 2 | △ | 荒木伸哉 A1 | 87.07 | 10.3 | 31.0 | Chaser | 0 | Second wheel | |
| 3 | ー | 井坂泰誓 A3 | 73.29 | 22.2 | 40.7 | All-round | 5 | Lead | |
| 4 | ✕ | 阿部兼士 A1 | 87.59 | 3.7 | 40.7 | Chaser | 0 | Second wheel | |
| 5 | ○ | 一戸康宏 S2 | 98.96 | 25.8 | 29.0 | All-round | 5 | Solo | |
| 6 | ▲ | 安達光伸 A2 | 93.41 | 55.5 | 72.2 | Front-runner | 9 | Lead | |
| 7 | ◎ | 芦澤辰弘 S1 | 104.84 | 12.0 | 36.0 | Chaser | 0 | Third wheel |
AIは7番 芦澤辰弘(S1・追い込み)を本命◎に評価。AI勝率は30.2%。相手本線は5番 一戸康宏を中心に、ライン構成「⑥②⑦|③④|⑤|①」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ー | 大久保直也 A3 | 0.00 | 0.0 | 0.0 | All-round | 0 | Second wheel | |
| 2 | ○ | 金子幸央 S1 | 110.04 | 18.1 | 31.8 | All-round | 1 | Third wheel | |
| 3 | ◎ | 小川真太郎 S1 | 110.19 | 47.6 | 57.1 | All-round | 4 | Lead | |
| 4 | ✕ | 板崎佑矢 A2 | 81.59 | 3.7 | 3.7 | All-round | 0 | Third wheel | |
| 5 | △ | 伊藤彰規 A2 | 82.92 | 12.0 | 20.0 | All-round | 2 | Lead | |
| 6 | ▲ | 石坂永伍 A1 | 86.10 | 17.2 | 41.3 | All-round | 1 | Solo | |
| 7 | 注 | 池上孝之 A3 | 68.19 | 0.0 | 22.2 | Chaser | 0 | Second wheel |
AIは3番 小川真太郎(S1・自在)を本命◎に評価。AI勝率は37.0%。バック回数(B)4回とラインを牽引する近況で、主導権争いの軸。相手本線は2番 金子幸央を中心に、ライン構成「③⑦②|⑤①④|⑥」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ▲ | 磯田旭 S2 | 101.22 | 4.1 | 20.8 | Chaser | 0 | Second wheel | |
| 2 | ✕ | 上原直樹 A3 | 67.91 | 12.5 | 16.6 | Chaser | 0 | Second wheel | |
| 3 | ○ | 浅井康太 S1 | 114.74 | 28.5 | 37.1 | All-round | 1 | Lead | |
| 4 | 注 | 石川一浩 A3 | 68.70 | 0.0 | 7.4 | Chaser | 0 | Second wheel | |
| 5 | △ | 今藤康裕 S2 | 96.05 | 0.0 | 11.1 | Chaser | 0 | Solo | |
| 6 | ◎ | 荒井崇博 S1 | 116.13 | 18.1 | 36.3 | All-round | 1 | Lead | |
| 7 | ー | 大澤哉太 A3 | 68.68 | 10.3 | 13.7 | All-round | 0 | Lead |
AIは6番 荒井崇博(S1・自在)を本命◎に評価。AI勝率は37.1%。バック回数(B)1回とラインを牽引する近況で、主導権争いの軸。相手本線は3番 浅井康太を中心に、ライン構成「③④|⑥①|⑦②|⑤」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | △ | 青森伸也 S2 | 98.50 | 0.0 | 27.2 | Chaser | 0 | Second wheel | |
| 2 | ○ | 荒川達郎 S2 | 105.07 | 18.5 | 40.7 | Front-runner | 9 | Second wheel | |
| 3 | ✕ | 植木和広 A1 | 86.84 | 8.0 | 24.0 | Chaser | 0 | Third wheel | |
| 4 | ー | 和泉田喜一 A3 | 66.00 | 11.1 | 11.1 | Chaser | 0 | Second wheel | |
| 5 | ▲ | 岸田剛 S1 | 102.27 | 10.0 | 23.3 | Front-runner | 13 | Lead | |
| 6 | 注 | 池田伍功羽 A2 | 81.96 | 11.5 | 19.2 | Front-runner | 9 | Lead | |
| 7 | ◎ | 菊池岳仁 S1 | 113.26 | 21.7 | 39.1 | Front-runner | 10 | Lead |
AIは7番 菊池岳仁(S1・先行)を本命◎に評価。AI勝率は30.2%。バック回数(B)10回とラインを牽引する近況で、主導権争いの軸。相手本線は2番 荒川達郎を中心に、ライン構成「⑤④③|⑦①|⑥②」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ✕ | 石黒健 A2 | 82.03 | 11.1 | 14.8 | All-round | 0 | Lead | |
| 2 | 注 | 及川裕奨 A3 | 73.85 | 11.1 | 33.3 | Chaser | 0 | Second wheel | |
| 3 | ◎ | 犬伏湧也 S1 | 120.08 | 41.6 | 58.3 | Front-runner | 16 | Lead | |
| 4 | △ | 今井希 A1 | 87.40 | 16.6 | 33.3 | Front-runner | 21 | Lead | |
| 5 | ○ | 大川龍二 S1 | 105.53 | 11.5 | 23.0 | All-round | 0 | Solo | |
| 6 | ▲ | 伊豆田浩人 S2 | 92.33 | 0.0 | 0.0 | Chaser | 0 | Second wheel | |
| 7 | ー | 植田誠 A3 | 68.40 | 0.0 | 16.0 | Chaser | 0 | Second wheel |
AIは3番 犬伏湧也(S1・先行)を本命◎に評価。AI勝率は47.8%。バック回数(B)16回とラインを牽引する近況で、主導権争いの軸。相手本線は5番 大川龍二を中心に、ライン構成「④②|③⑦|①⑥|⑤」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 注 | 荒木真慈 A3 | 70.10 | 0.0 | 23.3 | Chaser | 0 | Second wheel | |
| 2 | ○ | 大石崇晴 S1 | 101.79 | 16.0 | 20.0 | All-round | 1 | Lead | |
| 3 | ▲ | 伊藤正樹 S2 | 101.62 | 0.0 | 18.7 | Chaser | 0 | Second wheel | |
| 4 | ✕ | 阿久津浩之 A2 | 78.48 | 2.8 | 8.5 | Front-runner | 7 | Lead | |
| 5 | △ | 伊東佑晟 S2 | 93.09 | 3.2 | 3.2 | Front-runner | 4 | Lead | |
| 6 | ー | 秋永昂人 A3 | 71.06 | 13.7 | 20.6 | Chaser | 1 | Second wheel | |
| 7 | ◎ | 荒井崇博 S1 | 116.13 | 18.1 | 36.3 | All-round | 1 | Solo |
AIは7番 荒井崇博(S1・自在)を本命◎に評価。AI勝率は36.8%。バック回数(B)1回とラインを牽引する近況で、主導権争いの軸。相手本線は2番 大石崇晴を中心に、ライン構成「④⑥|⑤③|②①|⑦」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ○ | 井田晶之 A2 | 82.58 | 6.4 | 25.8 | All-round | 8 | Lead | |
| 2 | △ | 井手健 A2 | 80.62 | 0.0 | 0.0 | Chaser | 0 | Third wheel | |
| 3 | 注 | 今村俊雄 A3 | 71.58 | 5.8 | 11.7 | Chaser | 0 | Second wheel | |
| 4 | ◎ | 伊藤彰規 A2 | 82.92 | 12.0 | 20.0 | All-round | 2 | Solo | |
| 5 | ▲ | 池邉聖 A1 | 81.09 | 3.0 | 18.1 | Front-runner | 7 | Lead | |
| 6 | ー | 池上孝之 A3 | 68.19 | 0.0 | 22.2 | Chaser | 0 | Second wheel | |
| 7 | ✕ | 足達重満 A2 | 80.95 | 4.5 | 13.6 | Chaser | 0 | Third wheel |
AIは4番 伊藤彰規(A2・自在)を本命◎に評価。AI勝率は17.3%。バック回数(B)2回とラインを牽引する近況で、主導権争いの軸。相手本線は1番 井田晶之を中心に、ライン構成「⑤⑥⑦|①③②|④」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ◎ | 岩本和也 S2 | 97.57 | 7.1 | 7.1 | Chaser | 0 | Third wheel | |
| 2 | ✕ | 新井僚太郎 A2 | 85.96 | 24.1 | 48.2 | All-round | 8 | Lead | |
| 3 | ▲ | 石坂永伍 A1 | 86.10 | 17.2 | 41.3 | All-round | 1 | Second wheel | |
| 4 | △ | 伊藤奎 A1 | 85.76 | 20.0 | 36.6 | Chaser | 1 | Second wheel | |
| 5 | ○ | 伊東佑晟 S2 | 93.09 | 3.2 | 3.2 | Front-runner | 4 | Lead | |
| 6 | ー | 穴井利久 A2 | 76.86 | 0.0 | 0.0 | Chaser | 0 | Third wheel | |
| 7 | 注 | 在本直樹 A2 | 83.45 | 13.6 | 18.1 | All-round | 4 | Solo |
AIは1番 岩本和也(S2・追い込み)を本命◎に評価。AI勝率は24.9%。相手本線は5番 伊東佑晟を中心に、ライン構成「⑤④①|②③⑥|⑦」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ○ | 上野雅彦 S2 | 96.12 | 5.8 | 5.8 | Front-runner | 2 | Lead | |
| 2 | △ | 相澤政宏 A1 | 90.69 | 8.6 | 13.0 | Chaser | 0 | Second wheel | |
| 3 | ▲ | 岩本和也 S2 | 97.57 | 7.1 | 7.1 | Chaser | 0 | Second wheel | |
| 4 | ー | 阿部宏之 A2 | 79.85 | 0.0 | 7.4 | Chaser | 0 | Third wheel | |
| 5 | ◎ | 小原太樹 S1 | 112.73 | 20.0 | 50.0 | Chaser | 1 | Second wheel | |
| 6 | ✕ | 猪狩祐樹 A1 | 92.80 | 28.5 | 47.6 | All-round | 5 | Lead | |
| 7 | 注 | 石坂永伍 A1 | 86.10 | 17.2 | 41.3 | All-round | 1 | Lead |
AIは5番 小原太樹(S1・追い込み)を本命◎に評価。AI勝率は34.6%。バック回数(B)1回とラインを牽引する近況で、主導権争いの軸。相手本線は1番 上野雅彦を中心に、ライン構成「①②④|⑥⑤|⑦③」の流れに注目。
| Rider number | AI pick | Rider | 競走 得点 | Recent Win rate | Top two rate | Riding style | B | Line position | AI win probability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | ▲ | 岩崎将士 A1 | 85.00 | 3.8 | 15.3 | Chaser | 0 | Second wheel | |
| 2 | ✕ | 安部龍文 A3 | 75.43 | 16.6 | 53.3 | Chaser | 1 | Second wheel | |
| 3 | ○ | 赤塚悠人 A1 | 84.00 | 14.8 | 29.6 | All-round | 3 | Lead | |
| 4 | 注 | 浦野慈生 A3 | 67.69 | 11.1 | 14.8 | All-round | 0 | Lead | |
| 5 | ◎ | 稲葉一真 S2 | 97.68 | 2.8 | 20.0 | Chaser | 0 | Second wheel | |
| 6 | △ | 飯塚隼人 A2 | 79.93 | 6.8 | 20.6 | All-round | 4 | Lead | |
| 7 | ー | 飯田威文 A3 | 69.28 | 6.8 | 20.6 | Chaser | 0 | Third wheel |
AIは5番 稲葉一真(S2・追い込み)を本命◎に評価。AI勝率は32.0%。相手本線は3番 赤塚悠人を中心に、ライン構成「⑥⑤⑦|③②|④①」の流れに注目。
バックテストはシミュレーション生成レースによる検証値であり、実際の払戻実績ではありません。
AI analysis
AIは5番 明田春喜(S2・追い込み)を本命◎に評価。AI勝率は29.1%。相手本線は2番 伊藤亮を中心に、ライン構成「⑥②⑦|③⑤|④|①」の流れに注目。