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Amazon is starting the new year off with a massive winter sale that covers every department — but certain deals are only for a limited time.

In case you haven’t heard, Amazon drops new discounts in its Lightning Deals section every day. Amazon lightning deals are fleeting discounts that aren’t guaranteed to last for long, so it can be easy to miss stellar picks. Luckily, we picked out the top 10 markdowns to snag right now, which include a cordless vacuum, a walking pad, a snuggly throw blanket, winter fashion, and more for up to 58 percent off.

Best Amazon Lightning Deals

Related: Amazon Just Dropped 6,000+ New Fashion Arrivals — These Are the 15 Winter Styles We’re Eyeing

Walkingpad Z1 Walking Pad Treadmill

$279 at Amazon

Unsure of how to reach your daily step count goals during a cold snap? More than 1,000 Amazon shoppers picked up this nifty walking pad this month, so act fast to snag it while it’s under $300. The walking pad can reach a maximum speed of 4 miles per hour, allowing you to set a comfortable or brisk pace for your at-home walks. Best of all, it has a foldable design that makes it easy to pack up and stow in a closet, under furniture, or in a corner when it’s not in use.

Zesica Cable Knit Turtleneck Sweater, $17 with coupon

$17 at Amazon

The steepest discount we found belongs to this turtleneck sweater, which is up to 58 percent off thanks to a stackable coupon. It’s super soft , according to reviewers; one shopper also noted that it’s “warm but not too bulky” in their review. The sweater has a classic cable knit design that can easily be dressed up for work or kept casual with jeans and sneakers for a laid-back winter outing.

Related: Cameron Diaz’s Hands-Free Bag Is a Great Travel Companion — and We Found Similar Styles from $16 

Eureka RapidClean Pro Cordless Vacuum Cleaner

$130 at Amazon

Streamline your cleaning routine this year with this Eureka stick vacuum. It has three suction settings to tackle specific messes — from crumbs on hardwood floors to deeply embedded debris in area rugs. Plus, it converts into a handheld vacuum for couch cushions, staircases, car seats, and other above-ground surfaces.

Act fast to score the hottest Amazon lightning deals today before discounts disappear, and check out even more standout sales below.

Bedsure Fleece Throw Blanket

$13 at Amazon

Aucma Electric Stand Mixer

$126 at Amazon

Hp Stream 14-Inch BrightView Laptop

$263 at Amazon

California Design Den Cotton Bed Sheets

$40 at Amazon

G Gradual Fleece-Lined Jogger Sweatpants

$29 at Amazon

Napfun Travel Neck Pillow

$15 at Amazon

Donpapa Memory Foam Slippers

$16 at Amazon

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