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
	Black King Bar	3244	31.74%	58.5	51.70%	+14.64%	+5.51%	+0.09%	-0.71%	25:16	13:05	20:53	24:01	28:28	1:09:31	05:37

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
Enigma	18	81.82%	100.0	72.22%	+22.22%	-12.22%	+27.78%	8.57%	24:32	17:51	22:30	24:24	27:10	29:19	04:40	03:27
Chaos Knight	10	43.48%	99.0	80.00%	+41.54%	+20.00%	+20.00%	0.00%	25:20	17:44	23:27	24:35	28:19	33:29	04:52	03:36
Visage	2	28.57%	98.0	100.00%	+100.00%	0.00%	0.00%	0.00%	27:56	27:45	27:45	28:07	28:07	28:07	00:22	00:16
Pugna	3	18.75%	97.1	100.00%	+61.54%	0.00%	0.00%	0.00%	31:46	24:51	24:51	30:20	40:08	40:08	15:17	11:19
Clinkz	29	78.38%	96.1	65.52%	+15.52%	+5.91%	+5.91%	0.00%	23:37	17:25	20:41	22:18	26:49	34:22	06:08	04:32
Axe	113	68.90%	95.1	63.72%	+28.43%	-6.58%	-6.58%	0.00%	27:00	15:38	23:50	26:59	30:28	41:14	06:38	04:54
Drow Ranger	29	63.04%	94.1	65.52%	+36.11%	-22.66%	+5.91%	4.07%	26:22	19:49	21:35	25:18	28:36	45:20	07:01	05:11
Bane	4	10.81%	93.1	100.00%	+39.39%	0.00%	0.00%	0.00%	38:01	31:06	31:06	33:27	38:15	49:14	07:09	05:17
Tiny	73	41.71%	92.2	64.38%	+28.11%	+2.29%	+2.29%	0.00%	28:09	21:27	25:23	27:36	29:41	39:31	04:18	03:11
Troll Warlord	46	85.19%	91.2	56.52%	-5.98%	+1.81%	+7.12%	1.20%	22:14	16:52	19:33	21:25	23:58	36:44	04:25	03:16
Ursa	73	74.49%	90.2	56.16%	+8.16%	+10.51%	-28.38%	-9.15%	24:38	18:38	21:39	23:35	25:54	40:40	04:15	03:08
Shadow Fiend	27	81.82%	89.2	55.56%	+38.89%	+30.15%	+1.58%	-5.79%	19:54	13:05	16:20	20:11	21:16	38:30	04:56	03:39
Doom	119	92.25%	88.2	53.78%	+23.78%	+2.89%	+6.22%	0.68%	19:53	13:17	16:50	19:34	21:46	40:22	04:56	03:39
Faceless Void	68	50.00%	87.3	57.35%	-1.47%	+7.36%	+7.36%	0.00%	27:16	17:51	24:26	26:25	28:46	41:46	04:20	03:12
Dragon Knight	159	82.81%	86.3	54.09%	+17.73%	+13.41%	-21.59%	-8.54%	23:19	17:05	20:52	22:39	24:58	39:30	04:06	03:02
Slardar	29	55.77%	85.3	58.62%	+6.45%	-1.48%	+12.81%	2.58%	25:50	17:15	22:46	26:08	28:18	36:08	05:32	04:05
Beastmaster	34	46.58%	84.3	58.82%	-0.15%	+7.85%	-8.82%	-2.44%	26:06	20:21	22:04	24:50	28:54	37:29	06:50	05:03
Monkey King	55	75.34%	83.3	54.55%	+4.55%	+16.88%	+2.59%	-2.81%	22:20	15:18	19:44	21:24	24:49	30:33	05:05	03:45
Magnus	70	54.26%	82.4	55.71%	-3.61%	+5.40%	-14.53%	-3.62%	23:45	16:13	20:34	22:33	26:04	38:34	05:30	04:04
Storm Spirit	85	66.41%	81.4	54.12%	+9.93%	+3.02%	+7.78%	0.81%	26:35	17:22	22:45	24:52	28:38	1:04:43	05:53	04:21
Viper	50	53.19%	80.4	56.00%	+15.09%	+13.23%	-14.33%	-3.94%	24:02	14:37	20:27	22:21	27:27	38:48	07:00	05:11
Mirana	5	2.91%	79.4	100.00%	+41.92%	0.00%	0.00%	0.00%	29:23	21:28	21:28	29:47	33:24	37:57	11:56	08:50
Luna	135	86.54%	78.4	51.85%	+4.23%	+9.91%	-13.61%	-6.99%	21:37	15:54	18:59	20:44	22:21	44:39	03:22	02:29
Templar Assassin	128	80.00%	77.5	51.56%	-14.07%	+4.69%	-7.81%	-3.55%	22:57	14:11	20:51	22:13	24:22	37:30	03:31	02:36
Morphling	59	52.21%	76.5	54.24%	+9.80%	-7.57%	+25.76%	4.93%	30:01	20:43	25:49	29:05	32:35	53:46	06:46	05:00
Legion Commander	19	25.00%	75.5	63.16%	+26.32%	+16.84%	-23.16%	-3.00%	32:12	19:58	25:35	32:06	38:55	46:19	13:20	09:52
Spectre	18	15.52%	74.5	66.67%	+19.73%	-6.67%	-16.67%	-1.17%	35:59	27:32	30:56	34:12	39:27	49:28	08:31	06:18
Invoker	66	58.93%	73.5	53.03%	+0.86%	+5.79%	+28.22%	2.84%	28:30	18:01	24:16	26:57	32:10	51:41	07:54	05:51
Sven	100	92.59%	72.5	49.00%	-13.50%	+19.00%	-13.00%	-7.33%	20:27	14:40	17:54	19:43	22:16	39:43	04:22	03:14
Earth Spirit	34	37.78%	71.6	55.88%	+21.95%	-0.32%	-5.88%	-0.90%	30:26	19:35	27:04	29:27	33:14	44:16	06:10	04:34
Terrorblade	90	64.29%	70.6	50.00%	-8.00%	-2.17%	+9.09%	1.28%	25:50	17:20	21:13	25:51	29:59	38:56	08:46	06:29
Razor	77	90.59%	69.6	48.05%	-14.45%	+9.84%	-0.68%	-2.14%	20:15	14:04	16:30	19:28	21:25	35:20	04:55	03:38
Lina	100	58.14%	68.6	50.00%	0.00%	+22.00%	-14.00%	-9.64%	19:15	13:32	16:50	18:31	20:34	37:36	03:44	02:45
Wraith King	61	55.45%	67.6	50.82%	+3.88%	+9.18%	+2.51%	-1.18%	27:05	20:46	23:51	25:30	29:30	40:11	05:39	04:11
Void Spirit	31	21.09%	66.7	58.06%	+10.65%	+4.44%	-8.06%	-3.33%	30:49	18:55	29:23	31:10	33:08	42:35	03:45	02:46
Batrider	70	85.37%	65.7	47.14%	+13.81%	+30.64%	-5.96%	-6.50%	21:58	13:54	18:08	20:27	23:46	38:11	05:38	04:10
Nature's Prophet	40	80.00%	64.7	47.50%	+7.50%	+2.50%	+12.50%	2.74%	23:01	16:38	20:22	21:34	24:01	45:07	03:39	02:42
Dark Seer	18	16.67%	63.7	61.11%	+15.55%	-1.11%	+13.89%	1.34%	32:21	22:00	26:56	29:12	38:08	53:04	11:12	08:17
Puck	23	11.33%	62.7	60.87%	+8.09%	+22.46%	+5.80%	-2.91%	26:44	20:17	23:09	27:15	28:53	35:40	05:44	04:14
Queen of Pain	26	81.25%	61.8	46.15%	-20.52%	-17.58%	-12.82%	1.46%	23:57	14:52	21:06	22:28	24:22	36:29	03:16	02:25
Sniper	4	80.00%	60.8	50.00%	-50.00%	+50.00%	-50.00%	-24.90%	21:30	18:20	18:20	21:20	22:21	23:57	04:01	02:58
Mars	175	66.54%	59.8	45.14%	+1.96%	+4.86%	-8.78%	-2.82%	26:29	17:54	23:40	25:46	28:30	41:11	04:50	03:34
Clockwerk	6	4.76%	58.8	83.33%	+36.66%	+16.67%	+16.67%	0.00%	36:45	28:40	31:12	35:24	43:50	44:56	12:38	09:21
Night Stalker	42	77.78%	57.8	45.24%	+11.91%	+9.31%	-5.24%	-2.57%	23:31	16:01	20:21	23:29	26:01	30:37	05:40	04:11
Windranger	31	51.67%	56.9	48.39%	+3.56%	+14.11%	+14.11%	0.00%	23:03	16:45	19:21	21:05	24:40	47:47	05:19	03:56
Pudge	14	56.00%	55.9	50.00%	+4.55%	+25.00%	-16.67%	-5.66%	30:10	21:21	25:52	29:22	33:14	38:06	07:22	05:27
Riki	9	39.13%	54.9	55.56%	+19.85%	-5.56%	-55.56%	-7.79%	26:51	21:02	23:21	26:14	29:46	32:53	06:25	04:45
Leshrac	102	45.33%	53.9	45.10%	-11.81%	+12.59%	-5.10%	-3.09%	25:55	17:56	22:20	25:04	28:04	53:55	05:44	04:14
Sand King	24	20.17%	52.9	54.17%	+1.54%	-4.17%	-4.17%	0.00%	27:43	18:48	23:19	25:16	30:33	40:10	07:14	05:21
Phantom Assassin	42	84.00%	52.0	42.86%	-7.14%	+11.69%	-2.86%	-3.08%	22:52	18:04	20:27	22:32	25:10	28:14	04:43	03:29
Naga Siren	9	37.50%	51.0	55.56%	+2.23%	+44.44%	-5.56%	-6.06%	31:20	24:03	24:33	29:51	32:48	42:42	08:15	06:06
Kunkka	38	61.29%	50.0	44.74%	+19.74%	+15.26%	+21.93%	1.37%	22:45	14:05	19:48	21:33	24:41	48:42	04:53	03:37
Vengeful Spirit	4	15.38%	49.0	75.00%	+11.36%	+25.00%	+25.00%	0.00%	36:12	29:36	29:36	30:43	38:48	45:39	09:12	06:48
Gyrocopter	69	64.49%	48.0	42.03%	-0.08%	+16.79%	-6.74%	-6.22%	22:16	15:51	19:44	21:43	23:31	38:46	03:47	02:48
Bristleback	10	17.86%	47.1	60.00%	+10.00%	+40.00%	-60.00%	-27.65%	28:19	16:00	26:55	27:11	30:32	43:32	03:37	02:40
Centaur Warrunner	20	13.61%	46.1	55.00%	+2.24%	+5.00%	+5.00%	0.00%	30:12	20:40	24:17	28:11	36:06	40:36	11:49	08:45
Ember Spirit	52	55.91%	45.1	42.31%	-4.03%	+19.23%	+3.84%	-1.85%	26:53	18:28	22:32	25:47	30:52	39:53	08:20	06:10
Bloodseeker	37	53.62%	44.1	43.24%	-16.14%	+12.32%	+1.20%	-1.64%	22:21	16:22	18:28	20:49	25:16	43:01	06:48	05:02
Death Prophet	70	60.87%	43.1	40.00%	+4.44%	+26.67%	-4.71%	-6.51%	24:18	18:01	20:41	23:34	25:30	45:33	04:49	03:34
Huskar	4	57.14%	42.2	50.00%	-16.67%	-50.00%	+50.00%	77.92%	19:57	18:53	18:53	19:37	20:10	21:06	01:17	00:57
Medusa	34	25.76%	41.2	44.12%	-1.80%	+11.44%	+5.88%	-0.73%	34:58	25:34	30:52	35:41	38:31	44:08	07:39	05:40
Shadow Shaman	7	13.21%	40.2	57.14%	+24.53%	-7.14%	-7.14%	0.00%	34:54	28:45	30:09	35:46	36:16	41:43	06:07	04:31
Tidehunter	8	5.26%	39.2	62.50%	+11.11%	+37.50%	-12.50%	0.00%	33:21	23:42	23:55	30:35	34:56	51:33	11:01	08:09
Anti-Mage	9	34.62%	38.2	44.44%	+3.26%	-44.44%	+5.56%	10.03%	31:18	23:41	27:45	30:22	32:44	40:29	04:59	03:41
Lycan	12	35.29%	37.3	41.67%	-8.33%	+25.00%	-41.67%	-3.66%	33:17	18:58	22:25	35:55	40:38	42:55	18:13	13:29
Slark	23	52.27%	36.3	34.78%	-17.60%	-1.45%	-1.45%	0.00%	28:31	19:13	23:05	26:38	31:04	44:50	07:59	05:54
Timbersaw	41	24.55%	35.3	36.59%	-15.79%	-6.59%	+3.41%	1.03%	31:10	19:47	25:42	30:55	35:27	43:45	09:45	07:13
Lifestealer	10	12.20%	34.3	50.00%	+1.39%	-16.67%	+50.00%	0.00%	32:22	19:42	25:17	31:19	37:45	46:30	12:28	09:14
Pangolier	9	6.08%	33.3	55.56%	+3.04%	+44.44%	-5.56%	-8.22%	29:46	23:27	26:11	27:19	32:16	38:52	06:05	04:30
Arc Warden	11	45.83%	32.4	36.36%	-9.79%	+30.31%	-3.03%	-4.35%	31:56	22:41	27:13	29:20	34:53	53:51	07:40	05:40
Weaver	16	64.00%	31.4	31.25%	-2.08%	+18.75%	-6.25%	-2.78%	28:07	19:25	22:23	25:56	31:22	41:19	08:59	06:39
Elder Titan	7	4.70%	30.4	57.14%	+6.44%	-57.14%	+42.86%	7.17%	37:47	27:13	27:46	38:14	41:43	50:02	13:57	10:20
Phoenix	10	5.03%	29.4	50.00%	-1.32%	-16.67%	+50.00%	0.00%	28:24	22:26	26:19	28:02	31:55	34:45	05:36	04:08
Juggernaut	5	5.56%	28.4	60.00%	+7.06%	-60.00%	+40.00%	0.00%	41:41	27:27	27:27	40:18	43:05	1:02:26	15:38	11:34
Broodmother	9	11.54%	27.5	44.44%	-14.98%	+5.56%	+5.56%	0.00%	26:03	19:41	19:51	22:44	25:52	53:24	06:01	04:27
Outworld Destroyer	6	50.00%	26.5	33.33%	-16.67%	+16.67%	-33.33%	-6.85%	29:29	22:23	26:23	28:32	33:41	35:42	07:18	05:24
Phantom Lancer	3	4.69%	25.5	66.67%	+20.77%	-66.67%	0.00%	0.00%	38:55	36:07	36:07	37:06	43:32	43:32	07:25	05:29
Necrophos	1	4.76%	24.5	100.00%	0.00%	0.00%	0.00%	0.00%	33:08	33:08	33:08	33:08	33:08	33:08	00:00	00:00
Lone Druid	2	25.00%	23.5	50.00%	0.00%	+50.00%	0.00%	0.00%	31:04	29:10	29:10	32:58	32:58	32:58	03:48	02:48
Shadow Demon	3	2.33%	22.5	66.67%	+9.53%	-66.67%	0.00%	0.00%	32:11	29:24	29:24	33:26	33:44	33:44	04:20	03:12
Abaddon	3	2.03%	21.6	66.67%	+21.15%	+33.33%	0.00%	0.00%	35:34	33:35	33:35	33:36	39:30	39:30	05:55	04:22
Venomancer	5	16.13%	20.6	40.00%	-10.00%	+60.00%	-40.00%	-9.69%	27:28	20:16	20:16	26:06	30:35	36:13	10:19	07:38
Io	4	7.02%	19.6	50.00%	+4.72%	+50.00%	-50.00%	0.00%	24:58	23:31	23:31	24:44	24:53	26:42	01:22	01:00
Snapfire	3	1.66%	18.6	66.67%	+14.42%	-66.67%	0.00%	0.00%	29:41	21:44	21:44	31:25	35:53	35:53	14:09	10:28
Tinker	2	16.67%	17.6	50.00%	0.00%	-50.00%	0.00%	0.00%	36:26	32:31	32:31	40:20	40:20	40:20	07:49	05:47
Dark Willow	1	1.04%	16.7	100.00%	0.00%	0.00%	0.00%	0.00%	37:06	37:06	37:06	37:06	37:06	37:06	00:00	00:00
Enchantress	4	2.26%	15.7	50.00%	+0.87%	+50.00%	+50.00%	0.00%	31:08	18:17	18:17	28:54	30:29	46:51	12:12	09:02
Dazzle	2	10.53%	14.7	50.00%	+2.94%	-50.00%	0.00%	0.00%	27:47	25:09	25:09	30:25	30:25	30:25	05:16	03:54
Nyx Assassin	1	0.50%	13.7	100.00%	0.00%	0.00%	0.00%	0.00%	41:40	41:40	41:40	41:40	41:40	41:40	00:00	00:00
Crystal Maiden	3	21.43%	12.7	33.33%	+6.06%	-33.33%	0.00%	6.37%	29:17	26:13	26:13	30:11	31:27	31:27	05:14	03:52
Tusk	6	7.50%	11.8	33.33%	-16.67%	+16.67%	-33.33%	0.00%	44:39	25:39	27:31	39:33	53:04	1:09:31	25:33	18:55
Alchemist	4	33.33%	10.8	25.00%	-25.00%	-25.00%	+75.00%	0.00%	26:01	22:29	22:29	22:39	27:31	31:26	05:02	03:43
Ogre Magi	2	6.25%	9.8	50.00%	-6.67%	-50.00%	0.00%	0.00%	43:06	39:17	39:17	46:55	46:55	46:55	07:38	05:39
Keeper of the Light	2	2.78%	8.8	50.00%	-8.57%	-50.00%	0.00%	0.00%	39:15	33:15	33:15	45:14	45:14	45:14	11:59	08:52
Earthshaker	3	10.00%	7.8	33.33%	-3.71%	-33.33%	0.00%	0.00%	40:23	26:02	26:02	31:55	1:03:11	1:03:11	37:09	27:31
Underlord	5	15.63%	6.9	20.00%	-9.63%	-20.00%	-20.00%	0.00%	26:11	21:19	21:19	27:22	27:38	32:07	06:19	04:40
Zeus	1	5.88%	5.9	0.00%	0.00%	0.00%	0.00%	0.00%	47:03	47:03	47:03	47:03	47:03	47:03	00:00	00:00
Hoodwink	1	0.61%	4.9	0.00%	0.00%	0.00%	0.00%	0.00%	31:55	31:55	31:55	31:55	31:55	31:55	00:00	00:00
Rubick	1	1.30%	3.9	0.00%	0.00%	0.00%	0.00%	0.00%	30:55	30:55	30:55	30:55	30:55	30:55	00:00	00:00
Spirit Breaker	4	26.67%	2.9	0.00%	-45.45%	0.00%	0.00%	0.00%	35:12	26:18	26:18	35:37	38:15	40:36	11:57	08:51
Omniknight	2	3.28%	2.0	0.00%	-47.46%	0.00%	0.00%	0.00%	30:36	30:11	30:11	31:00	31:00	31:00	00:49	00:36
Undying	1	3.23%	1.0	0.00%	0.00%	0.00%	0.00%	0.00%	37:10	37:10	37:10	37:10	37:10	37:10	00:00	00:00

Pre-TI10 Teams Stats Recap

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

Median hero xpm: 526