Instruction: Rank items in listed options based on the user's purchase history to determine the item that the user is most likely to purchase next. Output the item with the highest likelihood of being the next purchase.

Input:
1st: X-Mini II XAM4-B Portable Capsule Speaker, Mono, Black. Electronics. Portable Audio & Video. X-mini.
2nd: IOGEAR SuperSpeed USB 3.0 SD/Micro SD Card Reader/Writer, GFR304SD. Electronics. Computers & Accessories. IOGEAR.
3rd: Sony MDREX36V/BLU EX Earbud Headphone (Blue) (Discontinued by Manufacturer). Electronics. Headphones. Sony.
4th: Sony PHA1A Portable Hi-Res DAC/Headphone Amplifier, Silver. Electronics. Accessories & Supplies. Sony.
5th: Bose SoundLink Bluetooth Speaker III. Electronics. Portable Audio & Video. Bose.

Options:
A: Flora Decor Bountiful Berry Wreath 24" - Lavender Green. Home & Kitchen. Home Dcor. Flora Decor.
B: Sage Smudge Kit Chakra Smudging Kit with Feather and 7 Chakra Crystals. Home & Kitchen. Home Dcor. Sage N Smudge TM.
C: Tachikara SV-MNC Volley-Lite Volleyball. Sports & Outdoors. Sports & Fitness. Tachikara.
D: Jagwire Lex Derailleur 25' Housing 4mm with L3 Liner. Sports & Outdoors. Outdoor Recreation. Jagwire.
E: D-2 Low Profile Rubber Duct Cord Cover - Length: 15FT - Color: Black. Electronics. Accessories & Supplies. Electriduct.
F: Fashion Bed Group Bordeaux Upholstered Headboard with Adjustable Height and Sweeping Curve Design, Dolphin Finish, Twin. Home & Kitchen. Furniture. Fashion Bed Group.
G: Acase(TM) Kindle Fire Premium Micro Fiber Leather Case with built-in Stand for Kindle Fire Full Color 7" Multi-touch Display, Wifi (Pink). Electronics. Computers & Accessories...
H: Deco 79 58155 Large Brushed Gold Metal Hourglass Timer with 3 Columns, Quarter Hourglass, White Sand Hourglass, Table Decor, Office Decor, Unique Gift Ideas |...
I: InterDesign Classico Wall Mount Closet Organizer Rack for Ties, Belts - Chrome. Home & Kitchen. Storage & Organization. InterDesign.
J: Slogan Ultraflex Sling Crossbow/Firearm Black. Sports & Outdoors. Sports & Fitness. Slogan.
K: Asobu The Modern Tea and French Coffee Press Mug, Lime. Home & Kitchen. Kitchen & Dining. asobu.
L: Limited Edition SoundLink Bluetooth Speaker III - NFL Collection (Packers). Electronics. Portable Audio & Video. Bose.
M: HP Envy  17-j160nr 17.3-Inch TouchSmart Laptop with Beats Audio and Leap Motion. Electronics. Computers & Accessories. HP.
N: Lenox Tuscany Classics Stainless-Steel Tray. Home & Kitchen. Kitchen & Dining. Lenox.
O: Boston Warehouse Jeweled Purse Shaped Hair Styling Caddy, Organiz-Her Collection. Home & Kitchen. Storage & Organization. Boston Warehouse.
P: Update International (WM-31) Teaspoons - Windsor Series [Set of 12]. Home & Kitchen. Kitchen & Dining. Update International.
Q: Umbra 315000-660 Hangit Photo Display, Standard, White. Home & Kitchen. Home Dcor. Umbra.
R: Ann Clark Tutu Cookie Cutter - 4.25 Inches - Tin Plated Steel. Home & Kitchen. Kitchen & Dining. Ann Clark Cookie Cutters.
S: UTG 4X32AO 1" BugBuster RGB Illuminated Mil-dot Scope. Sports & Outdoors. Sports & Fitness. UTG.
T: 5 lb Aluminum CO2 Air Tank. Home & Kitchen. Kitchen & Dining. KegWorks.
Answer: L