Nothing to lose

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

Item	Games	Of all games	Win rate
Phase Boots	8	42.1%	37.5%
Eul's Scepter of Divinity	7	36.8%	42.9%
Magic Wand	7	36.8%	28.6%
Aghanim's Scepter	6	31.6%	83.3%
Radiance	5	26.3%	60.0%
Blink Dagger	5	26.3%	0.0%
Arcane Boots	4	21.1%	25.0%
Armlet of Mordiggian	4	21.1%	25.0%
Black King Bar	4	21.1%	25.0%
Consecrated Wraps	3	15.8%	66.7%
Assault Cuirass	3	15.8%	66.7%
Wind Lace	3	15.8%	33.3%
Observer and Sentry Wards	3	15.8%	33.3%
Aether Lens	3	15.8%	33.3%
Quelling Blade	3	15.8%	33.3%
Power Treads	3	15.8%	0.0%
Sange and Yasha	2	10.5%	100.0%
Hand of Midas	2	10.5%	50.0%
Staff of Wizardry	2	10.5%	0.0%
Blade of Alacrity	2	10.5%	0.0%
Harpoon	2	10.5%	0.0%
Null Talisman	2	10.5%	0.0%
Shadow Blade	1	5.3%	100.0%
Heart of Tarrasque	1	5.3%	100.0%
Boots of Travel	1	5.3%	100.0%
Chasm Stone	1	5.3%	100.0%
Tranquil Boots	1	5.3%	100.0%
Octarine Core	1	5.3%	100.0%
Soul Ring	1	5.3%	0.0%
Satanic	1	5.3%	0.0%
Mage Slayer	1	5.3%	0.0%
Sentry Ward	1	5.3%	0.0%
Magic Stick	1	5.3%	0.0%
Observer Ward	1	5.3%	0.0%
Phylactery	1	5.3%	0.0%
Manta Style	1	5.3%	0.0%
Battle Fury	1	5.3%	0.0%
Wraith Band	1	5.3%	0.0%
Overwhelming Blink	1	5.3%	0.0%
Yasha	1	5.3%	0.0%
Diadem	1	5.3%	0.0%
Bottle	1	5.3%	0.0%
Essence Distiller	1	5.3%	0.0%
Point Booster	1	5.3%	0.0%
Boots of Speed	1	5.3%	0.0%
Boots of Bearing	1	5.3%	0.0%
Witch Blade	1	5.3%	0.0%
Yasha and Kaya	1	5.3%	0.0%
Mask of Madness	1	5.3%	0.0%
Daedalus	1	5.3%	0.0%
Smoke of Deceit	1	5.3%	0.0%