It's unusual but not unheard of for trials to be stopped ahead of schedule because of this - the treatment is so clearly and substantially beneficial it's considered unethical to continue depriving the control group of the treatment.
When to Stop a Clinical Trial Early for Benefit: Lessons Learned and Future Approaches:
https://www.ahajournals.org/doi/10.1161/CIRCHEARTFAILURE.111...