Instruction: The user's purchase history implies her preferences. Rank the items in the options based on the user's preferences. Output the item that the user is most likely to purchase next from the options.

Input:
1st: Cuisinart DGB-625BC Grind-and-Brew 12-Cup Automatic Coffeemaker, Brushed Metal. Home & Kitchen. Kitchen & Dining. Cuisinart.
2nd: Home Life Euro Top Harmony Sleep 8-Inch Pocket Spring Luxury Mattress Green Foam Certified, King. Home & Kitchen. Furniture. LIFE Home.

Options:
A: Gaiam Balance Disc Wobble Cushion Stability Core Trainer for Home or Office Desk Chair & Kids Alternative Classroom Sensory Wiggle Seat. Sports & Outdoors. Sports...
B: To-Go Ware - 2 Tier Snack Stack Stainless Steel Tiffin - 2 Cup Capacity per Unit. Home & Kitchen. Kitchen & Dining. To-Go Ware.
C: SRAM Rear 11 Speed GX Bicycle Grip Shift. Sports & Outdoors. Outdoor Recreation. SRAM.
D: Yamaha NS-AW390WH 2-Way Indoor/Outdoor Speakers (Pair, White) (Discontinued by Manufacturer). Electronics. Home Audio. Yamaha Audio.
E: Chicology Free-Stop Cordless Zebra Roller Shades / Combi Blind Curtain Drape, Dual Layer, Sheer or Privacy - Striped Khaki, 23"W X 72"H. Home & Kitchen...
F: KitchenAid Pro 450 Series 4-1/2-Quart Stand Mixer, Empire Red. Home & Kitchen. Kitchen & Dining. KitchenAid.
G: Bacon Wave Rack. Home & Kitchen. Kitchen & Dining.
H: Importer520 NEW Conexant Chipset USB 56K Voice, Fax, Data External V.90, V.92 Modem. Electronics. Computers & Accessories. Importer520.
I: Oggi Stainless Steel Counter Composter with Charcoal Filter. Home & Kitchen. Storage & Organization. Oggi.
J: DELUXE Mini BIKE PUMP by Luvao - Presta & Schrader Valve Compatible - Reliable, Quick & Easy Bicycle Tire Pump for Road, Mountain & BMX...
K: Fintie iPad mini 1/2/3 Keyboard Cover - Blade Z1 Slim [Multi-Angle] Wireless Bluetooth Keyboard (Auto Wake / Sleep) for Apple iPad mini 1 / 2...
L: Yankee Candle Unscented (25) Tea Light Candles. Home & Kitchen. Home Dcor. Yankee Candle.
M: Brentwood Fifi 18-Inch-by-18-Inch Knife Edge Pillow, Hot Pink. Home & Kitchen. Bedding. Brentwood Originals.
N: Yamaha YAS-71BL Front Surround System (Black) (Discontinued by Manufacturer). Electronics. Home Audio. Yamaha Audio.
O: Better Houseware Bathtub Drying Rack, 25-3/4-Inch by 26-Inch H. Home & Kitchen. Storage & Organization. Better Houseware.
P: Heat Resistant Silicone Oven Mitt set, a great alternative to cloth Oven Mitts that protect your hands, fingers and wrists. Perfect for removing hot items...
Q: Sony Cyber-Shot DSC-W560 14.1 MP Digital Still Camera with Carl Zeiss Vario-Tessar 4x Wide-Angle Optical Zoom Lens and 3.0-inch LCD (Blue). Electronics. Camera & Photo...
R: Heritage Lace Dogwood 55-Inch by 18-Inch Drop Ecru Valance. Home & Kitchen. Home Dcor. Heritage Lace.
S: NO1seller Top Bands Compatible for Fitbit Ionic Small Large, Soft Silicone Sport Strap Accessories with Ventilation Holes Replacement Wristband for Fitbit Ionic Smartwatch Women Men...
T: Crayola USB EZ Type Keyboard - 11071-A. Electronics. Computers & Accessories. Crayola.
Answer: M