Spectral Stats - The International 2018 - Items - Stats

	Hero	Picked	Winrate
	Doom	5	60.00%

Items category:

Explain this to me

Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.

ColumnsTotalWinrate shiftsTimings

	Total			Winrate shifts					Timings
Item	Pickups	Pickup rate	Rank	Winrate	When picked	Early	Late	Gradient (%/min)	Mean	Min	Q1	Median	Q3	Max	Window	Std.Dev
Wind Lace	2	40.00%	100.0	100.00%	+66.67%	0.00%	0.00%	0.00%	10:11	07:09	07:09	13:12	13:12	13:12	06:03	04:28
Soul Ring	2	40.00%	96.6	100.00%	+66.67%	0.00%	0.00%	0.00%	05:08	02:47	02:47	07:29	07:29	07:29	04:42	03:28
Ring of Health	4	80.00%	93.1	75.00%	+75.00%	+25.00%	+25.00%	0.00%	18:22	10:38	10:38	13:01	14:45	35:05	04:07	03:02
Boots of Speed	5	100.00%	89.7	60.00%	+60.00%	-60.00%	+40.00%	100.00%	03:16	02:22	02:22	03:20	03:21	04:33	00:59	00:43
Magic Stick	5	100.00%	86.2	60.00%	+60.00%	+40.00%	+40.00%	0.00%	08:13	01:19	01:19	04:52	12:29	17:45	11:10	08:16
Blink Dagger	3	60.00%	82.8	66.67%	+16.67%	+33.33%	0.00%	-1.59%	30:27	22:26	22:26	25:34	43:21	43:21	20:55	15:29
Black King Bar	3	60.00%	79.3	66.67%	+16.67%	-66.67%	0.00%	14.24%	29:46	27:00	27:00	30:36	31:41	31:41	04:41	03:28
Magic Wand	4	80.00%	75.9	50.00%	-50.00%	+50.00%	+50.00%	0.00%	09:00	05:21	05:21	08:51	09:18	12:29	03:57	02:55
Phase Boots	4	80.00%	72.4	50.00%	-50.00%	+50.00%	+50.00%	0.00%	08:24	07:02	07:02	08:03	08:10	10:21	01:08	00:50
Lotus Orb	1	20.00%	69.0	100.00%	0.00%	0.00%	0.00%	0.00%	36:32	36:32	36:32	36:32	36:32	36:32	00:00	00:00
Tranquil Boots	1	20.00%	65.5	100.00%	0.00%	0.00%	0.00%	0.00%	07:46	07:46	07:46	07:46	07:46	07:46	00:00	00:00
Drum of Endurance	1	20.00%	62.1	100.00%	0.00%	0.00%	0.00%	0.00%	13:17	13:17	13:17	13:17	13:17	13:17	00:00	00:00
Hood of Defiance	1	20.00%	58.6	100.00%	0.00%	0.00%	0.00%	0.00%	13:01	13:01	13:01	13:01	13:01	13:01	00:00	00:00
Shiva's Guard	1	20.00%	55.2	100.00%	0.00%	0.00%	0.00%	0.00%	41:17	41:17	41:17	41:17	41:17	41:17	00:00	00:00
Urn of Shadows	1	20.00%	51.7	100.00%	0.00%	0.00%	0.00%	0.00%	10:08	10:08	10:08	10:08	10:08	10:08	00:00	00:00
Headdress	1	20.00%	48.3	100.00%	0.00%	0.00%	0.00%	0.00%	15:31	15:31	15:31	15:31	15:31	15:31	00:00	00:00
Pipe of Insight	1	20.00%	44.8	100.00%	0.00%	0.00%	0.00%	0.00%	15:31	15:31	15:31	15:31	15:31	15:31	00:00	00:00
Bracer	1	20.00%	41.4	100.00%	0.00%	0.00%	0.00%	0.00%	13:12	13:12	13:12	13:12	13:12	13:12	00:00	00:00
Void Stone	1	20.00%	37.9	100.00%	0.00%	0.00%	0.00%	0.00%	27:21	27:21	27:21	27:21	27:21	27:21	00:00	00:00
Spirit Vessel	1	20.00%	34.5	100.00%	0.00%	0.00%	0.00%	0.00%	20:21	20:21	20:21	20:21	20:21	20:21	00:00	00:00
Chainmail	2	40.00%	31.0	50.00%	-16.67%	-50.00%	0.00%	0.00%	12:52	10:25	10:25	15:19	15:19	15:19	04:54	03:37
Vanguard	2	40.00%	27.6	50.00%	-16.67%	+50.00%	0.00%	0.00%	12:42	10:38	10:38	14:45	14:45	14:45	04:07	03:02
Shadow Blade	2	40.00%	24.1	50.00%	-16.67%	-50.00%	0.00%	0.00%	18:32	15:39	15:39	21:25	21:25	21:25	05:46	04:16
Buckler	2	40.00%	20.7	50.00%	-16.67%	-50.00%	0.00%	0.00%	14:35	11:40	11:40	17:30	17:30	17:30	05:50	04:19
Ring of Protection	2	40.00%	17.2	50.00%	-16.67%	-50.00%	0.00%	0.00%	06:34	03:03	03:03	10:05	10:05	10:05	07:02	05:12
Crimson Guard	2	40.00%	13.8	50.00%	-16.67%	-50.00%	0.00%	0.00%	17:19	17:07	17:07	17:30	17:30	17:30	00:23	00:17
Quelling Blade	3	60.00%	10.3	33.33%	-66.67%	-33.33%	0.00%	33.33%	00:58	00:44	00:44	00:52	01:19	01:19	00:35	00:25
Aghanim's Scepter	1	20.00%	6.9	0.00%	0.00%	0.00%	0.00%	0.00%	36:38	36:38	36:38	36:38	36:38	36:38	00:00	00:00
Ring of Basilius	1	20.00%	3.4	0.00%	0.00%	0.00%	0.00%	0.00%	05:21	05:21	05:21	05:21	05:21	05:21	00:00	00:00