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
	Ghost Scepter	599	5.86%	32.2	51.09%	+2.06%	+0.24%	+2.91%	0.25%	28:59	08:59	23:05	28:47	33:56	1:06:21	08:02

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
Witch Doctor	4	11.11%	100.0	100.00%	+59.37%	0.00%	0.00%	0.00%	33:09	31:30	31:30	31:42	33:00	36:24	01:30	01:06
Lich	3	13.64%	98.8	100.00%	+63.16%	0.00%	0.00%	0.00%	29:54	27:58	27:58	29:52	31:52	31:52	03:54	02:53
Morphling	75	66.37%	97.5	50.67%	+3.30%	+1.96%	-8.56%	-1.49%	20:03	08:59	15:42	19:08	22:46	49:27	07:04	05:14
Grimstroke	26	14.94%	96.3	61.54%	+14.92%	+38.46%	-28.21%	-5.14%	28:57	13:56	22:25	29:42	35:24	1:01:00	12:59	09:37
Ancient Apparition	31	18.56%	95.1	54.84%	-2.51%	+7.66%	+7.66%	0.00%	29:13	18:53	23:05	28:46	32:51	42:31	09:46	07:14
Shadow Demon	14	10.85%	93.8	64.29%	+7.77%	+10.71%	-30.96%	-3.59%	31:06	18:44	25:08	28:21	36:44	44:03	11:36	08:35
Snapfire	27	14.92%	92.6	55.56%	+3.61%	+1.58%	+30.15%	3.55%	31:21	19:28	26:53	31:12	34:56	43:15	08:03	05:57
Nyx Assassin	20	10.00%	91.4	60.00%	+5.56%	-20.00%	0.00%	1.64%	33:05	23:16	26:12	32:38	38:23	45:36	12:11	09:01
Disruptor	9	12.86%	90.1	66.67%	+17.49%	-16.67%	-16.67%	0.00%	29:54	20:05	23:09	29:24	32:49	45:36	09:40	07:09
Rubick	9	11.69%	88.9	66.67%	+24.02%	-16.67%	+33.33%	6.37%	26:56	17:51	21:37	23:10	29:28	39:37	07:51	05:48
Puck	16	7.88%	87.7	62.50%	+9.56%	+12.50%	+12.50%	0.00%	27:50	12:49	18:44	26:22	33:02	46:21	14:18	10:35
Oracle	16	17.78%	86.4	56.25%	+13.01%	-6.25%	+18.75%	1.62%	28:15	16:30	18:46	29:02	34:14	45:06	15:28	11:27
Bane	6	16.22%	85.2	66.67%	+2.15%	-16.67%	+33.33%	0.00%	26:32	17:57	19:51	25:25	31:23	34:47	11:32	08:32
Winter Wyvern	15	8.52%	84.0	60.00%	+11.55%	-35.00%	+15.00%	3.60%	30:31	18:02	21:18	31:38	35:11	49:57	13:53	10:17
Sand King	7	5.88%	82.7	71.43%	+19.64%	-21.43%	-21.43%	0.00%	32:36	20:46	28:19	31:29	33:02	47:55	04:43	03:29
Earth Spirit	20	22.22%	81.5	50.00%	+10.00%	-30.00%	+10.00%	3.29%	30:52	16:09	21:59	29:49	34:09	1:06:21	12:10	09:00
Ogre Magi	2	6.25%	80.2	100.00%	+46.67%	0.00%	0.00%	0.00%	39:02	38:00	38:00	40:03	40:03	40:03	02:03	01:31
Lion	30	8.47%	79.0	50.00%	+0.31%	0.00%	+7.14%	0.00%	29:46	19:49	25:15	28:58	34:02	46:40	08:47	06:30
Io	9	15.79%	77.8	55.56%	+11.81%	-5.56%	-5.56%	0.00%	32:09	23:30	25:36	33:28	36:23	42:03	10:47	07:59
Beastmaster	6	8.22%	76.5	66.67%	+8.46%	-16.67%	+33.33%	0.00%	30:11	24:12	24:19	26:34	35:14	38:45	10:55	08:05
Venomancer	5	16.13%	75.3	60.00%	+13.85%	-60.00%	+40.00%	28.44%	28:19	25:47	25:47	27:11	29:18	32:27	03:31	02:36
Tusk	4	5.00%	74.1	75.00%	+27.63%	+25.00%	+25.00%	0.00%	27:53	23:46	23:46	24:30	30:28	32:49	06:42	04:57
Viper	12	12.77%	72.8	50.00%	+1.22%	-16.67%	+16.67%	2.49%	27:28	16:39	18:30	27:04	31:52	45:55	13:22	09:54
Keeper of the Light	16	22.22%	71.6	43.75%	-18.75%	+6.25%	-18.75%	-1.63%	27:01	14:36	17:42	24:46	33:01	43:32	15:19	11:20
Riki	3	13.04%	70.4	66.67%	+26.67%	+33.33%	0.00%	0.00%	38:19	27:23	27:23	38:13	49:22	49:22	21:59	16:17
Clockwerk	19	15.08%	69.1	42.11%	-7.42%	+17.89%	+17.89%	0.00%	31:47	18:50	23:16	33:43	36:02	45:31	12:46	09:27
Shadow Shaman	5	9.43%	67.9	60.00%	+26.67%	-60.00%	+40.00%	0.00%	31:28	24:04	24:04	31:37	34:50	38:49	10:46	07:58
Leshrac	9	4.00%	66.7	55.56%	+4.17%	-5.56%	-5.56%	0.00%	31:23	17:33	23:21	31:58	33:38	49:56	10:17	07:37
Elder Titan	13	8.72%	65.4	46.15%	-5.32%	+53.85%	-12.82%	-3.48%	37:27	17:13	27:59	37:55	47:08	58:21	19:09	14:11
Broodmother	5	6.41%	64.2	60.00%	+2.47%	-60.00%	-60.00%	0.00%	25:11	12:14	12:14	24:40	32:26	36:01	20:12	14:57
Tiny	21	12.00%	63.0	38.10%	-11.25%	+41.90%	-18.10%	-7.63%	28:42	20:41	23:54	27:57	31:46	41:13	07:52	05:49
Undying	7	22.58%	61.7	42.86%	-7.14%	+7.14%	+7.14%	0.00%	30:27	22:44	27:17	30:46	31:51	37:32	04:34	03:22
Spirit Breaker	1	6.67%	60.5	100.00%	0.00%	0.00%	0.00%	0.00%	35:37	35:37	35:37	35:37	35:37	35:37	00:00	00:00
Tidehunter	11	7.24%	59.3	45.45%	-7.03%	+21.22%	+21.22%	0.00%	28:52	16:35	20:09	24:38	30:12	53:18	10:03	07:26
Death Prophet	9	7.83%	58.0	44.44%	+6.70%	+5.56%	-44.44%	0.00%	32:40	16:59	21:19	30:15	37:58	52:32	16:39	12:20
Warlock	3	4.48%	56.8	66.67%	+13.54%	+33.33%	0.00%	0.00%	24:09	12:02	12:02	30:09	30:16	30:16	18:14	13:30
Pudge	1	4.00%	55.6	100.00%	0.00%	0.00%	0.00%	0.00%	29:09	29:09	29:09	29:09	29:09	29:09	00:00	00:00
Mirana	6	3.49%	54.3	50.00%	-9.64%	0.00%	+50.00%	11.95%	30:17	25:20	27:19	29:02	31:30	37:45	04:11	03:05
Drow Ranger	1	2.17%	53.1	100.00%	0.00%	0.00%	0.00%	0.00%	37:54	37:54	37:54	37:54	37:54	37:54	00:00	00:00
Slardar	1	1.92%	51.9	100.00%	0.00%	0.00%	0.00%	0.00%	30:56	30:56	30:56	30:56	30:56	30:56	00:00	00:00
Hoodwink	7	4.29%	50.6	42.86%	-1.37%	-42.86%	+7.14%	0.00%	29:40	27:27	27:37	30:05	30:33	32:25	02:56	02:10
Phantom Lancer	1	1.56%	49.4	100.00%	0.00%	0.00%	0.00%	0.00%	32:34	32:34	32:34	32:34	32:34	32:34	00:00	00:00
Bloodseeker	1	1.45%	48.1	100.00%	0.00%	0.00%	0.00%	0.00%	37:59	37:59	37:59	37:59	37:59	37:59	00:00	00:00
Crystal Maiden	2	14.29%	46.9	50.00%	+25.00%	+50.00%	0.00%	0.00%	27:25	27:23	27:23	27:27	27:27	27:27	00:04	00:02
Omniknight	5	8.20%	45.7	40.00%	-6.43%	+60.00%	+60.00%	0.00%	28:34	21:03	21:03	30:08	33:35	33:38	12:32	09:17
Treant Protector	1	1.05%	44.4	100.00%	0.00%	0.00%	0.00%	0.00%	26:36	26:36	26:36	26:36	26:36	26:36	00:00	00:00
Dark Willow	1	1.04%	43.2	100.00%	0.00%	0.00%	0.00%	0.00%	26:56	26:56	26:56	26:56	26:56	26:56	00:00	00:00
Centaur Warrunner	4	2.72%	42.0	50.00%	-3.15%	-50.00%	-50.00%	0.00%	27:46	20:31	20:31	28:11	29:06	33:16	08:35	06:21
Wraith King	1	0.91%	40.7	100.00%	0.00%	0.00%	0.00%	0.00%	33:07	33:07	33:07	33:07	33:07	33:07	00:00	00:00
Terrorblade	1	0.71%	39.5	100.00%	0.00%	0.00%	0.00%	0.00%	24:17	24:17	24:17	24:17	24:17	24:17	00:00	00:00
Void Spirit	1	0.68%	38.3	100.00%	0.00%	0.00%	0.00%	0.00%	32:10	32:10	32:10	32:10	32:10	32:10	00:00	00:00
Axe	1	0.61%	37.0	100.00%	0.00%	0.00%	0.00%	0.00%	38:49	38:49	38:49	38:49	38:49	38:49	00:00	00:00
Lina	5	2.91%	35.8	40.00%	-10.30%	+60.00%	+60.00%	0.00%	29:14	24:57	24:57	30:34	31:29	32:41	06:32	04:50
Brewmaster	2	4.26%	34.6	50.00%	+5.56%	-50.00%	0.00%	0.00%	34:09	23:23	23:23	44:54	44:54	44:54	21:31	15:56
Anti-Mage	3	11.54%	33.3	33.33%	-10.15%	-33.33%	0.00%	0.00%	39:24	33:36	33:36	34:28	50:07	50:07	16:31	12:14
Abaddon	7	4.73%	32.1	28.57%	-18.24%	+21.43%	-28.57%	0.00%	37:30	25:24	25:32	32:57	41:13	53:40	15:41	11:37
Ember Spirit	2	2.15%	30.9	50.00%	+6.04%	-50.00%	0.00%	0.00%	33:45	32:30	32:30	35:00	35:00	35:00	02:30	01:51
Silencer	4	17.39%	29.6	25.00%	-17.11%	-25.00%	+75.00%	8.13%	26:22	19:00	19:00	23:14	31:18	31:55	12:18	09:06
Dark Seer	2	1.85%	28.4	50.00%	+1.89%	+50.00%	0.00%	0.00%	24:53	23:15	23:15	26:30	26:30	26:30	03:15	02:24
Pangolier	2	1.35%	27.2	50.00%	-2.74%	+50.00%	0.00%	0.00%	30:21	23:01	23:01	37:40	37:40	37:40	14:39	10:51
Enchantress	9	5.08%	25.9	22.22%	-28.38%	+27.78%	-22.22%	-4.15%	31:56	24:20	24:25	31:15	36:28	49:17	12:03	08:55
Luna	3	1.92%	24.7	33.33%	-18.30%	-33.33%	0.00%	0.00%	31:35	27:26	27:26	31:51	35:28	35:28	08:02	05:57
Batrider	4	4.88%	23.5	25.00%	-21.15%	-25.00%	-25.00%	0.00%	32:34	26:01	26:01	28:06	34:23	41:44	08:22	06:11
Mars	3	1.14%	22.2	33.33%	-11.29%	-33.33%	0.00%	0.00%	30:01	23:23	23:23	32:52	33:48	33:48	10:25	07:42
Phoenix	5	2.51%	21.0	20.00%	-32.06%	-20.00%	-20.00%	0.00%	32:41	29:57	29:57	31:53	33:53	37:14	03:56	02:54
Earthshaker	1	3.33%	19.8	0.00%	0.00%	0.00%	0.00%	0.00%	39:07	39:07	39:07	39:07	39:07	39:07	00:00	00:00
Shadow Fiend	1	3.03%	18.5	0.00%	0.00%	0.00%	0.00%	0.00%	36:54	36:54	36:54	36:54	36:54	36:54	00:00	00:00
Chen	1	4.55%	17.3	0.00%	0.00%	0.00%	0.00%	0.00%	25:05	25:05	25:05	25:05	25:05	25:05	00:00	00:00
Jakiro	3	37.50%	16.0	0.00%	-60.00%	0.00%	0.00%	0.00%	28:43	21:48	21:48	28:07	36:14	36:14	14:26	10:41
Razor	1	1.18%	14.8	0.00%	0.00%	0.00%	0.00%	0.00%	26:09	26:09	26:09	26:09	26:09	26:09	00:00	00:00
Zeus	2	11.76%	13.6	0.00%	-20.00%	0.00%	0.00%	0.00%	24:40	20:38	20:38	28:41	28:41	28:41	08:03	05:57
Magnus	2	1.55%	12.3	0.00%	-58.27%	0.00%	0.00%	0.00%	29:47	24:37	24:37	34:56	34:56	34:56	10:19	07:38
Faceless Void	1	0.74%	11.1	0.00%	0.00%	0.00%	0.00%	0.00%	24:56	24:56	24:56	24:56	24:56	24:56	00:00	00:00
Pugna	2	12.50%	9.9	0.00%	-57.14%	0.00%	0.00%	0.00%	16:35	14:18	14:18	18:52	18:52	18:52	04:34	03:22
Nature's Prophet	1	2.00%	8.6	0.00%	0.00%	0.00%	0.00%	0.00%	41:00	41:00	41:00	41:00	41:00	41:00	00:00	00:00
Bristleback	1	1.79%	7.4	0.00%	0.00%	0.00%	0.00%	0.00%	33:54	33:54	33:54	33:54	33:54	33:54	00:00	00:00
Invoker	1	0.89%	6.2	0.00%	0.00%	0.00%	0.00%	0.00%	32:03	32:03	32:03	32:03	32:03	32:03	00:00	00:00
Meepo	1	100.00%	4.9	0.00%	0.00%	0.00%	0.00%	0.00%	22:38	22:38	22:38	22:38	22:38	22:38	00:00	00:00
Skywrath Mage	2	4.35%	3.7	0.00%	-43.18%	0.00%	0.00%	0.00%	28:40	28:15	28:15	29:05	29:05	29:05	00:50	00:37
Naga Siren	1	4.17%	2.5	0.00%	0.00%	0.00%	0.00%	0.00%	37:56	37:56	37:56	37:56	37:56	37:56	00:00	00:00
Gyrocopter	4	3.74%	1.2	0.00%	-43.69%	0.00%	0.00%	0.00%	26:02	18:06	18:06	20:04	23:05	42:51	04:59	03:41

Pre-TI10 Teams Stats Recap

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

Average creeps kills per game by Dire: 1025.6800