Ogura was born on 26 January 2001 in Kiyose, Japan. He was raised in a racing family; his father, Shoji, was an amateur motorcyclist who managed bike repairs and settings for Ogura from a young age. Ogura first rode a pocketbike at age three and began racing at four. His older sister, Karen, is also a competitive motorcycle racer with experience in the All Japan Road Race Championship and MotoAmerica.
In 2015, at age 14, Ogura was selected for the second season of the Asia Talent Cup, where he earned one win and three podiums. He moved to the Red Bull MotoGP Rookies Cup in 2016, finishing 11th overall, while also finishing as runner-up in his second Asia Talent Cup campaign.
Joining the Asia Talent Team in the FIM CEV Moto3 Junior World Championship, Ogura secured a victory at Jerez. Despite an injury that forced him to miss several races in 2017, he earned five podiums and two wins in that year's Red Bull MotoGP Rookies Cup. He concluded his junior career in 2018 with a fifth-place finish in the FIM CEV Moto3 standings, highlighted by a win in Valencia.
Ogura made his Moto3 World Championship debut as a wildcard in 2018 at the Spanish Grand Prix, scoring a point with a 15th-place finish. He joined Honda Team Asia full-time in 2019, finishing 10th in the standings with a podium at the Aragon Grand Prix.
In 2020, Ogura emerged as a title contender, recording seven podiums. He remained second in the standings for the majority of the year and took the championship battle to the final round in Portugal. He ultimately finished third in the championship with 170 points, losing the runner-up spot to Tony Arbolino in the season finale.
Ogura promoted to Moto2 in 2021. In his rookie season, he finished eighth in the standings, securing a second-place finish at the Austrian Grand Prix where he finished 0.845 seconds behind Raúl Fernández.
In 2022, Ogura challenged for the world title. He took his first Grand Prix win from pole position at Jerez and a second victory in Austria. He led the championship heading into the Malaysian Grand Prix but crashed on the final lap while leading the race. A second crash in the final round at Valencia resulted in Ogura finishing the season as championship runner-up to Augusto Fernández.
The 2023 season was hampered by a broken wrist sustained during pre-season training, causing Ogura to miss the opening two rounds. He finished ninth in the standings with three podiums.
Switching from a Kalex to a Boscoscuro chassis for 2024, Ogura won races in Barcelona and Assen. Despite fracturing his right hand during practice for the Austrian Grand Prix in August, he won the San Marino Grand Prix three weeks later to take the championship lead. He secured the 2024 Moto2 World Riders' Championship at the Thai Grand Prix, finishing the season with three wins and eight podiums.
During the 2022 Portuguese Grand Prix, Ogura was involved in a multi-rider crash caused by an unexpected rain shower. Although he returned his bike to the pits, he was barred from restarting because five minutes had elapsed following the red flag.
In his 2025 MotoGP debut season, Ogura was disqualified from the Argentine Grand Prix after finishing eighth. The disqualification followed a Q1 crash that required Trackhouse Racing to rebuild his bike using spare parts, which included an unapproved firmware version from testing. Aprilia technical staff stated the software provided no performance advantage.
On 15 August 2024, Trackhouse Racing announced Ogura had signed a two-year deal to compete in MotoGP for the 2025 and 2026 seasons. This move ended his career-long affiliation with Honda.
Ogura debuted at the 2025 Thai Grand Prix on an Aprilia RS-GP25. He qualified fifth and finished fifth in the Sunday race, marking the best debut by a rookie since 2013. His 2025 season was interrupted by a right tibia fracture sustained during practice at the British Grand Prix, which forced him to miss the Aragon Grand Prix before returning at the Italian Grand Prix.
Ogura's 2024 Moto2 title made him the first Japanese world champion in 15 years, following Hiroshi Aoyama's 250cc title in 2009. By reaching the premier class, he became the first graduate of the Asia Talent Cup program to compete in MotoGP. Throughout his career, he has used the racing number 79, a combination of his original number 7 and the number 9 assigned to him in the Asia Talent Cup.
Ogura incorporates tributes to deceased Japanese riders into his racing gear, wearing Daijiro Kato's number 74 on his right shoulder and Shoya Tomizawa's number 48 on his left. He cites both riders as primary influences and motivations for his career.
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