四日市競輪 2026-10-21(水)のAI予想
全12レース / グレード F1 / バンク周長 400m / モデル: LightGBM LambdaRank
四日市競輪 AI予想
全12レース / グレード F1 / 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 | ー | 入田龍馬 A3 | 76.32 | 37.9 | 58.6 | Front-runner | 13 | Lead | |
| 2 | ▲ | 秋葉大輔 A2 | 83.77 | 7.4 | 14.8 | Chaser | 0 | Second wheel | |
| 3 | ◎ | 伊代野貴照 S2 | 100.73 | 15.3 | 30.7 | Chaser | 0 | Second wheel | |
| 4 | ✕ | 井手健 A2 | 80.66 | 0.0 | 0.0 | Chaser | 0 | Third wheel | |
| 5 | △ | 在本直樹 A2 | 83.45 | 13.6 | 18.1 | All-round | 4 | Third wheel | |
| 6 | 注 | 天野純平 A2 | 80.07 | 3.5 | 14.2 | Front-runner | 8 | Lead | |
| 7 | ○ | 植原琢也 S2 | 94.80 | 2.7 | 13.8 | All-round | 6 | Solo |
| 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 | 安達豪太 A3 | 71.45 | 27.2 | 45.4 | Front-runner | 5 | Lead | |
| 2 | ー | 浦崎貴史 A3 | 69.29 | 0.0 | 20.0 | Chaser | 0 | Solo | |
| 3 | ▲ | 池田浩士 A2 | 85.86 | 6.8 | 27.5 | Chaser | 0 | Second wheel | |
| 4 | ◎ | 芦澤辰弘 S1 | 104.84 | 12.0 | 36.0 | Chaser | 0 | Solo | |
| 5 | ✕ | 安谷屋将志 A2 | 81.91 | 8.3 | 16.6 | All-round | 0 | Lead | |
| 6 | ○ | 河村雅章 S1 | 104.56 | 24.0 | 44.0 | Chaser | 0 | Third wheel | |
| 7 | △ | 伊原弘幸 A1 | 84.62 | 11.1 | 25.9 | Chaser | 0 | Second wheel |
AIは4番 芦澤辰弘(S1・追い込み)を本命◎に評価。AI勝率は43.8%。相手本線は6番 河村雅章を中心に、ライン構成「①⑦⑥|⑤③|②|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 | ▲ | 一戸康宏 S2 | 98.96 | 25.8 | 29.0 | All-round | 5 | Solo | |
| 2 | ✕ | 伊豆田浩人 S2 | 92.33 | 0.0 | 0.0 | Chaser | 0 | Second wheel | |
| 3 | ○ | 市橋司優人 S2 | 101.85 | 21.4 | 35.7 | All-round | 3 | Third wheel | |
| 4 | ー | 今村俊雄 A3 | 71.58 | 5.8 | 11.7 | Chaser | 0 | Third wheel | |
| 5 | △ | 稲葉一真 S2 | 97.68 | 2.8 | 20.0 | Chaser | 0 | Second wheel | |
| 6 | 注 | 池田伍功羽 A2 | 81.96 | 11.5 | 19.2 | Front-runner | 9 | Lead | |
| 7 | ◎ | 青野将大 S1 | 110.27 | 39.3 | 51.5 | Front-runner | 11 | Lead |
AIは7番 青野将大(S1・先行)を本命◎に評価。AI勝率は44.4%。バック回数(B)11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 市橋司優人を中心に、ライン構成「⑦②③|⑥⑤④|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 | ✕ | 伊藤涼介 A2 | 93.70 | 54.5 | 63.6 | Front-runner | 10 | Lead | |
| 2 | 注 | 植草亮介 A1 | 85.79 | 12.5 | 29.1 | Chaser | 0 | Third wheel | |
| 3 | ▲ | 上田尭弥 S2 | 100.13 | 17.2 | 34.4 | Front-runner | 6 | Lead | |
| 4 | ○ | 小川賢人 S1 | 99.63 | 9.0 | 13.6 | All-round | 0 | Lead | |
| 5 | △ | 朝倉佳弘 S2 | 98.64 | 8.0 | 24.0 | Chaser | 0 | Second wheel | |
| 6 | ◎ | 岡崎智哉 S1 | 108.60 | 19.3 | 35.4 | All-round | 0 | Second wheel | |
| 7 | ー | 旭啓介 A3 | 70.56 | 16.6 | 30.0 | Chaser | 0 | Second wheel |
AIは6番 岡崎智哉(S1・自在)を本命◎に評価。AI勝率は35.5%。相手本線は4番 小川賢人を中心に、ライン構成「①⑦②|③⑥|④⑤」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 | ◎ | 川口公太朗 S1 | 103.53 | 12.1 | 24.2 | Chaser | 0 | Second wheel | |
| 2 | ✕ | 市村昌樹 A1 | 85.23 | 26.6 | 33.3 | All-round | 0 | Second wheel | |
| 3 | ー | 井坂泰誓 A3 | 73.29 | 22.2 | 40.7 | All-round | 5 | Lead | |
| 4 | ▲ | 上原龍 A1 | 92.42 | 11.5 | 30.7 | Chaser | 0 | Third wheel | |
| 5 | △ | 伊藤勝太 S2 | 89.14 | 0.0 | 0.0 | Chaser | 0 | Second wheel | |
| 6 | ○ | 稲毛知也 S2 | 97.23 | 11.5 | 23.0 | Front-runner | 15 | Lead | |
| 7 | 注 | 井上将志 A2 | 82.33 | 6.6 | 13.3 | All-round | 0 | Lead |
AIは1番 川口公太朗(S1・追い込み)を本命◎に評価。AI勝率は48.7%。相手本線は6番 稲毛知也を中心に、ライン構成「⑥①④|③⑤|⑦②」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 | △ | 天野純平 A2 | 80.07 | 3.5 | 14.2 | Front-runner | 8 | Lead | |
| 2 | ー | 青木亮太 A3 | 67.66 | 0.0 | 4.7 | Chaser | 0 | Second wheel | |
| 3 | ▲ | 井上将志 A2 | 82.33 | 6.6 | 13.3 | All-round | 0 | Solo | |
| 4 | ✕ | 和泉田喜一 A3 | 66.00 | 11.1 | 11.1 | Chaser | 0 | Second wheel | |
| 5 | ○ | 猪俣康一 A1 | 84.70 | 0.0 | 16.0 | All-round | 0 | Lead | |
| 6 | ◎ | 小原佑太 S1 | 105.85 | 20.6 | 31.0 | Front-runner | 16 | Lead | |
| 7 | 注 | 阿部利光 A3 | 71.53 | 0.0 | 13.3 | Chaser | 0 | Second wheel |
AIは6番 小原佑太(S1・先行)を本命◎に評価。AI勝率は71.9%。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 猪俣康一を中心に、ライン構成「⑥④|①②|⑤⑦|③」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 | ✕ | 飯田辰哉 A1 | 91.92 | 7.4 | 40.7 | Chaser | 0 | Third wheel | |
| 2 | ◎ | 川津悠揮 S1 | 107.10 | 27.5 | 37.9 | Chaser | 0 | Second wheel | |
| 3 | 注 | 植草亮介 A1 | 85.79 | 12.5 | 29.1 | Chaser | 0 | Second wheel | |
| 4 | ○ | 青木瑞樹 S2 | 103.14 | 32.1 | 46.4 | Front-runner | 17 | Lead | |
| 5 | △ | 五十嵐綾 S2 | 96.21 | 2.7 | 10.8 | Front-runner | 7 | Lead | |
| 6 | ▲ | 阿部大樹 S2 | 97.96 | 7.4 | 14.8 | All-round | 1 | Second wheel | |
| 7 | ー | 一瀬匠 A1 | 87.38 | 34.6 | 50.0 | Front-runner | 11 | Lead |
AIは2番 川津悠揮(S1・追い込み)を本命◎に評価。AI勝率は28.7%。相手本線は4番 青木瑞樹を中心に、ライン構成「④③①|⑦⑥|⑤②」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 | 上原龍 A1 | 92.42 | 11.5 | 30.7 | Chaser | 0 | Second wheel | |
| 2 | ▲ | 荒川達郎 S2 | 105.07 | 18.5 | 40.7 | Front-runner | 9 | Lead | |
| 3 | ー | 池田浩士 A2 | 85.86 | 6.8 | 27.5 | Chaser | 0 | Second wheel | |
| 4 | △ | 安彦統賀 S2 | 97.80 | 0.0 | 10.0 | All-round | 0 | Solo | |
| 5 | ○ | 上田国広 S1 | 106.43 | 13.0 | 21.7 | Chaser | 0 | Second wheel | |
| 6 | ✕ | 荒川仁 S2 | 95.03 | 0.0 | 11.1 | Front-runner | 3 | Lead | |
| 7 | ◎ | 太田海也 S1 | 118.45 | 45.4 | 63.6 | Front-runner | 5 | Lead |
AIは7番 太田海也(S1・先行)を本命◎に評価。AI勝率は45.0%。バック回数(B)5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 上田国広を中心に、ライン構成「②⑤|⑦①|⑥③|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 | 注 | 石井毅 A2 | 81.62 | 4.1 | 12.5 | Chaser | 0 | Second wheel | |
| 2 | ✕ | 池田伍功羽 A2 | 81.96 | 11.5 | 19.2 | Front-runner | 9 | Lead | |
| 3 | ー | 相川巧 A3 | 67.13 | 6.8 | 13.7 | All-round | 7 | Lead | |
| 4 | ▲ | 稲葉一真 S2 | 97.68 | 2.8 | 20.0 | Chaser | 0 | Second wheel | |
| 5 | ◎ | 大川剛 S1 | 104.46 | 16.6 | 33.3 | Front-runner | 16 | Lead | |
| 6 | ○ | 小川賢人 S1 | 99.63 | 9.0 | 13.6 | All-round | 0 | Solo | |
| 7 | △ | 伊藤勝太 S2 | 89.14 | 0.0 | 0.0 | Chaser | 0 | Second wheel |
AIは5番 大川剛(S1・先行)を本命◎に評価。AI勝率は35.3%。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6番 小川賢人を中心に、ライン構成「⑤④|②⑦|③①|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 | ▲ | 阿久津修 A1 | 88.08 | 20.8 | 29.1 | Chaser | 0 | Second wheel | |
| 2 | ○ | 荒川達郎 S2 | 105.07 | 18.5 | 40.7 | Front-runner | 9 | Lead | |
| 3 | ー | 井田晶之 A2 | 82.58 | 6.4 | 25.8 | All-round | 8 | Solo | |
| 4 | ✕ | 石口慶多 A1 | 86.04 | 8.6 | 21.7 | All-round | 4 | Solo | |
| 5 | ◎ | 阿部将大 S1 | 108.32 | 17.8 | 28.5 | Front-runner | 6 | Lead | |
| 6 | 注 | 赤塚悠人 A1 | 84.00 | 14.8 | 29.6 | All-round | 3 | Third wheel | |
| 7 | △ | 石坂永伍 A1 | 85.54 | 15.6 | 37.5 | All-round | 1 | Second wheel |
AIは5番 阿部将大(S1・先行)を本命◎に評価。AI勝率は41.0%。バック回数(B)6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「②⑦⑥|⑤①|③|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 | ▲ | 青柳靖起 S1 | 104.59 | 17.6 | 35.2 | Front-runner | 15 | Lead | |
| 2 | ○ | 川口公太朗 S1 | 103.53 | 12.1 | 24.2 | Chaser | 0 | Second wheel | |
| 3 | ー | 浦野慈生 A3 | 67.69 | 11.1 | 14.8 | All-round | 0 | Second wheel | |
| 4 | ✕ | 一瀬匠 A1 | 87.38 | 34.6 | 50.0 | Front-runner | 11 | Lead | |
| 5 | ◎ | 岡崎智哉 S1 | 108.60 | 19.3 | 35.4 | All-round | 0 | Second wheel | |
| 6 | △ | 上田尭弥 S2 | 100.13 | 17.2 | 34.4 | Front-runner | 6 | Lead | |
| 7 | 注 | 井田晶之 A2 | 82.58 | 6.4 | 25.8 | All-round | 8 | Third wheel |
AIは5番 岡崎智哉(S1・自在)を本命◎に評価。AI勝率は32.0%。相手本線は2番 川口公太朗を中心に、ライン構成「①⑤⑦|④③|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 | 注 | 上野真吾 A1 | 86.33 | 8.3 | 25.0 | Chaser | 0 | Solo | |
| 2 | ✕ | 上田尭弥 S2 | 100.13 | 17.2 | 34.4 | Front-runner | 6 | Lead | |
| 3 | △ | 板垣昴 S2 | 99.88 | 17.8 | 28.5 | Front-runner | 5 | Lead | |
| 4 | ▲ | 石毛克幸 S1 | 106.15 | 18.5 | 40.7 | Chaser | 0 | Third wheel | |
| 5 | ◎ | 柏野智典 S1 | 108.93 | 20.5 | 29.4 | Chaser | 0 | Second wheel | |
| 6 | ー | 秋山貴宏 A3 | 74.92 | 14.8 | 48.1 | Chaser | 1 | Solo | |
| 7 | ○ | 大槻寛徳 S1 | 109.92 | 8.0 | 24.0 | Chaser | 0 | Second wheel |
AIは5番 柏野智典(S1・追い込み)を本命◎に評価。AI勝率は26.3%。相手本線は7番 大槻寛徳を中心に、ライン構成「②⑤④|③⑦|⑥|①」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3番 伊代野貴照(S2・追い込み)を本命◎に評価。AI勝率は42.2%。相手本線は7番 植原琢也を中心に、ライン構成「①②④|⑥③⑤|⑦」の流れに注目。