Depending on the area it fluctuates and the winter time is always a little slow

Don't forget to winterize any property you purchase in the Winter time if it's vacant as well.

The one downside is this is a harder time of year to find comps, since fewer homes and apartments get listed for rent in the winter time (most families, students, etc. tend to move in the summer).I would recommend posting this question in the Maryland Investors Network on Facebook and trying to find an 'investor friendly' realtor who knows this area well to help pull some comps and give further advice. 

In my buyers have more leverage, the Winter time generally is good to buy with lower demand. 

AC's will be on 24/7, windows will be open if it is too warm in the wintertime.

Inventory naturally tends to slow down this time of year due to going into the winter time.

It is winter time and people are still afraid to buy apartments . 

I think the winter time is when I am hoping for some price relief. 

Hey Kashif,I used to live in Naperville - I miss the summers but DO NOT miss the winter time!

Winter time is the high season, and the rest of the year is so-so.