A total of 502,279 participants were included, with a mean baseline age of 56.5 years, 45.6% of men, and 94.5% of white. After a median follow-up of 13.74 years, 675(0.14%) incident ALS events were documented. In sleep traits, a U-shaped association was observed between sleep duration and ALS risk (P for non-linearity = 0.002). An early chronotype was associated with reduced ALS risk after adjusting for age, sex, BMI, and other covariates (HR = 0.80, 95% CI: 0.67–0.96, p = 0.018). In physical activity, higher exercise (≥600 MET-min/week) was inversely associated with ALS (HR = 0.74, 95% CI: 0.59–0.93, p = 0.011). Additionally, a higher healthy activity score served as a protective factor (HR = 0.83, 95% CI: 0.71–0.96, p = 0.015). These associations remained robust in sensitivity analyses.