Arthur Cazaux had a breakout performance to start the 2024 season, reaching the fourth round of the Australian Open in his tournament debut. En route to the fourth round, he defeated No. 8 Holger Rune for his first career victory over a Top 10 opponent. Cazaux also made his ATP Masters 1000 debut in 2024, reaching the second round in Shanghai followed by a third round appearance in Paris.