Your Levoit manual probably says something like 6 - 12 months, but that's a rough guideline - what actually matters is your usage pattern and air quality. Since you're running it nonstop in a bedroom with allergies, you're pushing that filter way harder than someone using it a few hours a day. The filter's job is to trap everything, so continuous operation means it's working constantly and filling up faster.
At 8 months of 24/7 running, you're definitely in replacement territory. I had a similar situation with allergies acting up, and I went through filters faster than I expected because the thing was basically never off. The filter might look fine visually - that's the trap everyone falls into - but the fibers deep inside can be matted down and clogged even when the surface still looks decent. Once that happens, the purifier isn't moving air through efficiently anymore, so it's working harder for less benefit.
The real tell is checking your filter's pressure indicator if your model has one, or just replacing it now since you're at that timeline anyway. For continuous bedroom use going forward, plan on swapping it every 3 - 4 months instead of waiting the full year. Your allergies will thank you, and the purifier won't strain as much. Keep an eye on how your allergies respond after you replace it - a clogged filter won't help much even if it technically still works.