DTrain

Items in their inventory when the game ended, across 19 games.

Item	Games	Of all games	Win rate
Boots of Travel	6	31.6%	66.7%
Black King Bar	6	31.6%	50.0%
Blink Dagger	6	31.6%	16.7%
Magic Wand	6	31.6%	0.0%
Power Treads	5	26.3%	20.0%
Manta Style	4	21.1%	100.0%
Aghanim's Scepter	4	21.1%	50.0%
Butterfly	3	15.8%	100.0%
Abyssal Blade	3	15.8%	66.7%
Yasha	3	15.8%	33.3%
Phase Boots	3	15.8%	33.3%
Blade Mail	3	15.8%	0.0%
Demon Edge	3	15.8%	0.0%
Disperser	2	10.5%	100.0%
Khanda	2	10.5%	100.0%
Dust of Appearance	2	10.5%	50.0%
Radiance	2	10.5%	50.0%
Monkey King Bar	2	10.5%	50.0%
Falcon Blade	2	10.5%	50.0%
Buckler	2	10.5%	50.0%
Diffusal Blade	2	10.5%	0.0%
Assault Cuirass	2	10.5%	0.0%
Boots of Speed	2	10.5%	0.0%
Wind Waker	1	5.3%	100.0%
Refresher Orb	1	5.3%	100.0%
Kaya	1	5.3%	100.0%
Boots of Travel 2	1	5.3%	100.0%
Swift Blink	1	5.3%	100.0%
Mask of Madness	1	5.3%	100.0%
Eul's Scepter of Divinity	1	5.3%	100.0%
Consecrated Wraps	1	5.3%	100.0%
Harpoon	1	5.3%	100.0%
Kaya and Sange	1	5.3%	100.0%
Reaver	1	5.3%	100.0%
Lotus Orb	1	5.3%	0.0%
Gauntlets of Strength	1	5.3%	0.0%
Eaglesong	1	5.3%	0.0%
Guardian Greaves	1	5.3%	0.0%
Pipe of Insight	1	5.3%	0.0%
Hand of Midas	1	5.3%	0.0%
Observer and Sentry Wards	1	5.3%	0.0%
Sange	1	5.3%	0.0%
Echo Sabre	1	5.3%	0.0%
Bracer	1	5.3%	0.0%
Satanic	1	5.3%	0.0%
Daedalus	1	5.3%	0.0%
Crystalys	1	5.3%	0.0%
Wind Lace	1	5.3%	0.0%
Orb of Corrosion	1	5.3%	0.0%
Phylactery	1	5.3%	0.0%
Claymore	1	5.3%	0.0%
Mjollnir	1	5.3%	0.0%
Iron Branch	1	5.3%	0.0%
Vladmir's Offering	1	5.3%	0.0%
Aether Lens	1	5.3%	0.0%
Point Booster	1	5.3%	0.0%
Sentry Ward	1	5.3%	0.0%
Blitz Knuckles	1	5.3%	0.0%
Maelstrom	1	5.3%	0.0%