Spectral Stats - Pre-TI10 Teams Stats Recap - Items - Heroes

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.

		Total			Winrate shifts					Timings
	Item	Pickups	Pickup rate	Rank	Winrate	When picked	Early	Late	Gradient (%/min)	Mean	Min	Q1	Median	Q3	Max	Std.Dev
	Assault Cuirass	404	3.95%	91.5	63.37%	+14.24%	+7.92%	-3.96%	-1.44%	33:01	19:16	28:20	32:25	36:36	56:41	06:07

ColumnsTotalWinrate shiftsTimings

	Total			Winrate shifts					Timings
Hero	Pickups	Pickup rate	Rank	Winrate	When picked	Early	Late	Gradient (%/min)	Mean	Min	Q1	Median	Q3	Max	Window	Std.Dev
Broodmother	21	26.92%	100.0	85.71%	+38.34%	-5.71%	-5.71%	0.00%	32:01	24:51	27:30	30:41	36:47	41:56	09:17	06:52
Axe	22	13.41%	97.7	81.82%	+31.12%	+1.51%	-1.82%	-0.44%	33:52	28:26	31:02	33:10	38:34	43:12	07:32	05:34
Magnus	24	18.60%	95.5	75.00%	+21.67%	-8.33%	+8.33%	2.15%	32:05	26:22	27:19	30:30	35:04	41:08	07:45	05:44
Lifestealer	31	37.80%	93.2	67.74%	+30.49%	+7.26%	+7.26%	0.00%	31:31	19:16	27:48	31:29	35:42	42:11	07:54	05:51
Wraith King	62	56.36%	90.9	62.90%	+31.65%	+12.10%	-29.57%	-6.58%	30:26	21:20	26:55	30:13	33:15	40:16	06:20	04:41
Sven	32	29.63%	88.6	65.63%	+22.21%	+21.87%	-3.13%	-4.40%	30:37	21:32	26:52	29:46	32:33	49:03	05:41	04:12
Slardar	4	7.69%	86.4	100.00%	+47.92%	0.00%	0.00%	0.00%	33:42	26:57	26:57	32:52	35:03	39:54	08:06	06:00
Tiny	19	10.86%	84.1	73.68%	+28.81%	+26.32%	-13.68%	-7.29%	34:45	25:10	31:23	34:36	36:52	45:49	05:29	04:03
Nature's Prophet	23	46.00%	81.8	56.52%	+19.48%	-23.19%	+26.81%	10.38%	28:31	24:12	26:24	27:14	31:13	36:06	04:49	03:34
Dragon Knight	33	17.19%	79.5	60.61%	+11.55%	+1.89%	+1.89%	0.00%	36:25	26:14	32:25	36:25	39:37	47:40	07:12	05:20
Mars	9	3.42%	77.3	77.78%	+34.47%	-27.78%	-27.78%	0.00%	39:38	30:12	31:16	38:05	41:26	56:41	10:10	07:31
Lycan	17	50.00%	75.0	47.06%	0.00%	+2.94%	+2.94%	0.00%	29:20	21:26	25:10	28:28	29:58	39:47	04:48	03:33
Razor	18	21.18%	72.7	50.00%	+0.75%	+50.00%	-25.00%	-8.56%	35:45	23:24	29:42	34:26	38:28	55:51	08:46	06:29
Bristleback	6	10.71%	70.5	66.67%	+16.67%	-16.67%	+33.33%	0.00%	36:33	30:51	32:16	33:10	42:36	44:21	10:20	07:39
Kunkka	14	22.58%	68.2	50.00%	+16.67%	-25.00%	+16.67%	7.08%	33:18	25:06	28:26	31:46	34:19	45:43	05:53	04:21
Visage	1	14.29%	65.9	100.00%	0.00%	0.00%	0.00%	0.00%	37:34	37:34	37:34	37:34	37:34	37:34	00:00	00:00
Bloodseeker	2	2.90%	63.6	100.00%	+50.75%	0.00%	0.00%	0.00%	37:16	34:36	34:36	39:55	39:55	39:55	05:19	03:56
Brewmaster	5	10.64%	61.4	60.00%	+17.14%	+40.00%	+40.00%	0.00%	36:25	29:22	29:22	36:12	41:09	45:30	11:47	08:43
Chaos Knight	3	13.04%	59.1	66.67%	+11.67%	+33.33%	0.00%	0.00%	32:51	27:43	27:43	34:54	35:55	35:55	08:12	06:04
Doom	4	3.10%	56.8	75.00%	+23.80%	+25.00%	-75.00%	0.00%	32:46	27:52	27:52	28:20	37:01	37:51	09:09	06:46
Pangolier	2	1.35%	54.5	100.00%	+47.95%	0.00%	0.00%	0.00%	37:50	32:58	32:58	42:41	42:41	42:41	09:43	07:11
Shadow Fiend	3	9.09%	52.3	66.67%	+20.00%	-66.67%	0.00%	0.00%	32:42	27:10	27:10	34:53	36:02	36:02	08:52	06:34
Spirit Breaker	1	6.67%	50.0	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
Lina	8	4.65%	47.7	50.00%	0.00%	-50.00%	+50.00%	0.00%	32:28	24:26	28:56	30:30	33:32	47:52	04:36	03:24
Pudge	1	4.00%	45.5	100.00%	0.00%	0.00%	0.00%	0.00%	43:51	43:51	43:51	43:51	43:51	43:51	00:00	00:00
Anti-Mage	1	3.85%	43.2	100.00%	0.00%	0.00%	0.00%	0.00%	31:01	31:01	31:01	31:01	31:01	31:01	00:00	00:00
Death Prophet	3	2.61%	40.9	66.67%	+29.17%	+33.33%	0.00%	0.00%	35:18	33:10	33:10	33:30	39:14	39:14	06:04	04:29
Alchemist	2	16.67%	38.6	50.00%	+10.00%	+50.00%	0.00%	0.00%	39:08	37:28	37:28	40:47	40:47	40:47	03:19	02:27
Lone Druid	3	37.50%	36.4	33.33%	-26.67%	+66.67%	0.00%	0.00%	30:38	26:24	26:24	31:16	34:13	34:13	07:49	05:47
Legion Commander	1	1.32%	34.1	100.00%	0.00%	0.00%	0.00%	0.00%	32:19	32:19	32:19	32:19	32:19	32:19	00:00	00:00
Queen of Pain	7	21.88%	31.8	28.57%	-27.43%	+21.43%	-28.57%	-7.37%	33:24	26:14	28:55	31:43	35:42	45:49	06:47	05:01
Centaur Warrunner	1	0.68%	29.5	100.00%	0.00%	0.00%	0.00%	0.00%	34:28	34:28	34:28	34:28	34:28	34:28	00:00	00:00
Beastmaster	2	2.74%	27.3	50.00%	-9.15%	-50.00%	0.00%	0.00%	38:20	36:36	36:36	40:03	40:03	40:03	03:27	02:33
Underlord	3	9.38%	25.0	33.33%	+5.74%	-33.33%	0.00%	0.00%	36:37	34:40	34:40	36:21	38:51	38:51	04:11	03:05
Faceless Void	2	1.47%	22.7	50.00%	-8.21%	-50.00%	0.00%	0.00%	38:33	36:13	36:13	40:52	40:52	40:52	04:39	03:26
Abaddon	2	1.35%	20.5	50.00%	+4.11%	+50.00%	0.00%	0.00%	31:27	30:15	30:15	32:38	32:38	32:38	02:23	01:45
Viper	5	5.32%	18.2	20.00%	-30.56%	+80.00%	-20.00%	0.00%	39:46	28:43	28:43	42:00	45:41	50:09	16:58	12:34
Puck	1	0.49%	15.9	0.00%	0.00%	0.00%	0.00%	0.00%	34:19	34:19	34:19	34:19	34:19	34:19	00:00	00:00
Night Stalker	1	1.85%	13.6	0.00%	0.00%	0.00%	0.00%	0.00%	47:29	47:29	47:29	47:29	47:29	47:29	00:00	00:00
Void Spirit	1	0.68%	11.4	0.00%	0.00%	0.00%	0.00%	0.00%	43:08	43:08	43:08	43:08	43:08	43:08	00:00	00:00
Tidehunter	1	0.66%	9.1	0.00%	0.00%	0.00%	0.00%	0.00%	35:21	35:21	35:21	35:21	35:21	35:21	00:00	00:00
Slark	1	2.27%	6.8	0.00%	0.00%	0.00%	0.00%	0.00%	47:09	47:09	47:09	47:09	47:09	47:09	00:00	00:00
Templar Assassin	1	0.63%	4.5	0.00%	0.00%	0.00%	0.00%	0.00%	35:28	35:28	35:28	35:28	35:28	35:28	00:00	00:00
Earth Spirit	1	1.11%	2.3	0.00%	0.00%	0.00%	0.00%	0.00%	52:34	52:34	52:34	52:34	52:34	52:34	00:00	00:00

Pre-TI10 Teams Stats Recap

Including all tournaments and qualifiers since april (DPC 2021 Season 2)

Total observer wards destroyed: 12911