Spectral Stats - Competitive 2021-2022 - Items - Heroes

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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
	Refresher Orb	3855	4.67%	84.7	61.50%	+12.92%	+2.09%	-4.45%	-0.53%	39:27	18:28	32:56	38:41	45:13	1:22:44	09:05

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
Axe	30	19.35%	100.0	80.00%	+45.60%	+7.50%	+5.71%	-0.26%	38:28	28:23	34:27	37:55	41:13	52:42	06:46	05:00
Doom	181	25.14%	98.9	71.27%	+28.23%	+2.06%	+8.73%	0.90%	36:56	24:08	32:28	36:12	39:52	1:03:29	07:24	05:28
Mars	491	21.41%	97.8	66.60%	+21.98%	+9.01%	-2.37%	-1.71%	36:59	26:24	33:08	35:58	39:48	1:02:37	06:40	04:56
Enigma	164	21.11%	96.7	67.07%	+15.52%	+1.22%	+3.66%	0.28%	40:16	26:19	35:47	39:14	44:26	1:01:35	08:39	06:24
Phoenix	89	16.73%	95.7	68.54%	+19.10%	-4.90%	-9.45%	-0.53%	35:20	23:33	30:04	33:54	38:38	58:15	08:34	06:20
Faceless Void	94	11.55%	94.6	69.15%	+19.29%	+22.52%	-12.63%	-5.16%	42:47	29:47	38:32	41:22	45:21	1:04:56	06:49	05:02
Brewmaster	106	28.88%	93.5	66.04%	+22.36%	+8.03%	-0.66%	-0.93%	35:26	22:38	30:12	34:05	39:31	1:01:40	09:19	06:54
Death Prophet	90	5.50%	92.4	68.89%	+18.47%	+18.07%	-9.80%	-2.71%	45:37	31:36	39:39	44:47	49:55	1:04:43	10:16	07:36
Zeus	140	22.36%	91.3	62.86%	+19.03%	+5.71%	-5.72%	-1.35%	39:47	23:22	34:55	39:13	43:22	1:03:45	08:27	06:15
Razor	676	56.29%	90.2	57.84%	+16.13%	+14.35%	-8.73%	-3.57%	28:32	18:28	24:42	27:12	31:10	56:28	06:28	04:47
Dark Seer	30	11.63%	89.1	70.00%	+20.00%	-7.50%	+15.71%	1.95%	40:42	26:50	35:14	37:55	47:09	1:06:43	11:55	08:49
Queen of Pain	134	9.90%	88.0	62.69%	+13.88%	+13.78%	-5.11%	-2.00%	42:30	30:39	37:14	41:52	46:41	1:05:48	09:27	07:00
Batrider	109	13.41%	87.0	61.47%	+14.74%	+8.90%	+1.49%	-1.00%	40:15	23:31	36:12	39:39	43:36	55:58	07:24	05:28
Bloodseeker	57	9.31%	85.9	64.91%	+15.36%	+27.95%	-29.20%	-6.31%	42:45	28:05	38:06	40:52	47:09	1:01:57	09:03	06:42
Storm Spirit	54	5.06%	84.8	66.67%	+15.14%	+19.04%	-5.13%	-2.74%	45:26	32:15	40:47	45:02	49:36	1:09:56	08:49	06:31
Monkey King	76	6.09%	83.7	63.16%	+14.65%	+15.79%	-5.27%	-2.55%	43:49	33:01	38:27	41:49	46:42	1:10:48	08:15	06:06
Treant Protector	20	3.51%	82.6	75.00%	+23.82%	+5.00%	+5.00%	0.00%	46:17	33:55	38:12	44:31	47:58	1:10:40	09:46	07:14
Ember Spirit	158	9.61%	81.5	56.96%	+10.86%	+10.54%	-5.68%	-2.10%	44:01	29:00	39:36	43:32	47:19	1:10:25	07:43	05:42
Tidehunter	192	25.00%	80.4	53.13%	+9.03%	+5.20%	-9.38%	-1.46%	37:18	24:26	32:06	35:44	42:04	57:24	09:58	07:22
Invoker	89	11.44%	79.3	56.18%	+11.33%	+2.91%	-10.73%	-1.40%	44:47	26:33	39:42	44:47	49:26	1:03:21	09:44	07:12
Void Spirit	21	2.08%	78.3	71.43%	+27.60%	+8.57%	-31.43%	-2.80%	47:51	28:02	40:13	49:09	54:31	60:40	14:18	10:35
Kunkka	75	5.76%	77.2	56.00%	+5.92%	+17.68%	-24.42%	-4.70%	48:15	33:32	43:13	47:12	52:11	1:12:18	08:58	06:38
Pudge	33	7.27%	76.1	60.61%	+12.39%	-10.61%	+26.89%	4.13%	42:22	34:27	37:16	41:32	46:21	57:16	09:05	06:43
Primal Beast	37	9.81%	75.0	56.76%	+6.76%	+32.13%	-12.32%	-4.76%	40:55	27:47	35:55	40:35	45:15	59:06	09:20	06:54
Beastmaster	73	6.17%	73.9	53.42%	-1.90%	+7.69%	-8.98%	-1.61%	43:50	29:33	38:22	42:33	48:44	1:02:50	10:22	07:40
Shadow Shaman	5	0.88%	72.8	100.00%	+49.65%	0.00%	0.00%	0.00%	42:46	32:53	32:53	45:30	45:47	49:58	12:54	09:33
Sven	4	1.54%	71.7	100.00%	+50.59%	0.00%	0.00%	0.00%	39:50	33:15	33:15	33:15	40:25	52:26	07:10	05:18
Pangolier	53	3.41%	70.7	54.72%	+5.05%	+6.82%	-8.57%	-1.44%	41:37	31:20	36:39	39:32	47:22	1:13:03	10:43	07:56
Terrorblade	90	10.20%	69.6	47.78%	+0.56%	+4.39%	+11.31%	0.82%	47:28	34:49	43:00	45:35	51:25	1:03:47	08:25	06:14
Wraith King	25	3.24%	68.5	60.00%	+10.60%	+6.67%	-26.67%	0.00%	51:08	35:53	42:36	49:29	56:10	1:09:30	13:34	10:02
Spirit Breaker	21	3.03%	67.4	61.90%	+12.57%	-1.90%	-1.90%	0.00%	46:27	33:27	40:35	43:31	50:01	1:06:24	09:26	06:59
Templar Assassin	14	1.08%	66.3	71.43%	+17.41%	-46.43%	-4.76%	0.00%	51:30	42:14	47:29	51:41	54:06	1:07:35	06:37	04:54
Silencer	35	10.32%	65.2	48.57%	+6.46%	+6.99%	+18.10%	1.19%	43:08	30:16	37:37	42:42	46:56	1:04:20	09:19	06:54
Shadow Fiend	17	3.90%	64.1	58.82%	+8.46%	+16.18%	+16.18%	0.00%	46:36	35:55	39:29	44:21	51:31	1:05:53	12:02	08:54
Medusa	18	1.96%	63.0	61.11%	+5.79%	+18.89%	+13.89%	0.00%	51:04	38:48	44:51	48:26	54:52	1:10:10	10:01	07:25
Lone Druid	5	3.29%	62.0	80.00%	+26.94%	+20.00%	+20.00%	0.00%	53:23	40:33	40:33	54:26	58:45	59:23	18:12	13:28
Leshrac	14	1.73%	60.9	64.29%	+11.40%	-39.29%	-30.96%	0.00%	52:04	35:52	45:22	49:40	1:01:19	1:07:24	15:57	11:48
Snapfire	9	0.51%	59.8	77.78%	+31.92%	+22.22%	+22.22%	0.00%	49:48	38:53	40:05	50:16	55:06	58:45	15:01	11:07
Outworld Destroyer	16	3.83%	58.7	56.25%	+5.25%	+18.75%	-6.25%	-2.46%	43:44	34:42	37:12	41:55	47:21	56:10	10:09	07:31
Morphling	33	3.95%	57.6	48.48%	-2.33%	+14.02%	+26.52%	1.13%	50:27	34:29	44:26	50:04	55:29	1:10:59	11:03	08:11
Windranger	3	0.97%	56.5	100.00%	+49.51%	0.00%	0.00%	0.00%	44:27	32:11	32:11	44:36	56:35	56:35	24:24	18:04
Slark	10	4.18%	55.4	60.00%	+9.34%	+40.00%	-10.00%	0.00%	45:41	37:12	42:24	44:31	45:48	58:39	03:24	02:31
Ursa	9	1.74%	54.3	66.67%	+17.36%	+33.33%	-16.67%	0.00%	44:32	35:20	37:10	44:43	51:13	54:30	14:03	10:24
Dawnbreaker	18	1.58%	53.3	55.56%	+10.06%	+4.44%	+19.44%	0.00%	46:09	33:56	39:53	41:40	52:45	1:05:07	12:52	09:31
Gyrocopter	3	0.69%	52.2	100.00%	+55.30%	0.00%	0.00%	0.00%	48:26	46:21	46:21	48:08	50:49	50:49	04:28	03:18
Puck	18	1.12%	51.1	55.56%	+4.62%	+4.44%	-30.56%	-2.52%	50:27	33:03	44:51	50:10	58:43	1:13:13	13:52	10:16
Lycan	3	0.60%	50.0	100.00%	+43.95%	0.00%	0.00%	0.00%	1:06:18	60:27	60:27	1:06:53	1:11:33	1:11:33	11:06	08:13
Disruptor	3	0.41%	48.9	100.00%	+50.88%	0.00%	0.00%	0.00%	58:50	49:10	49:10	1:02:41	1:04:40	1:04:40	15:30	11:28
Tiny	11	0.44%	47.8	63.64%	+14.20%	+3.03%	-30.31%	-2.99%	53:19	34:11	41:56	50:53	53:06	1:22:44	11:10	08:16
Dragon Knight	5	0.52%	46.7	80.00%	+31.62%	-80.00%	+20.00%	0.00%	1:02:24	49:25	49:25	1:06:07	1:09:59	1:10:18	20:34	15:14
Huskar	2	1.46%	45.7	100.00%	+48.15%	0.00%	0.00%	0.00%	46:08	40:58	40:58	51:18	51:18	51:18	10:20	07:39
Spectre	2	1.39%	44.6	100.00%	+50.70%	0.00%	0.00%	0.00%	51:08	45:36	45:36	56:39	56:39	56:39	11:03	08:11
Centaur Warrunner	9	3.27%	43.5	55.56%	+9.32%	-5.56%	-5.56%	0.00%	47:42	36:49	40:01	45:18	49:36	1:02:50	09:35	07:05
Magnus	16	7.58%	42.4	43.75%	-8.04%	+6.25%	+6.25%	0.00%	43:42	32:19	39:13	42:12	46:16	1:03:55	07:03	05:13
Phantom Assassin	12	2.05%	41.3	50.00%	+9.06%	-16.67%	+16.67%	0.00%	50:07	33:20	40:21	51:18	53:28	1:05:12	13:07	09:42
Winter Wyvern	6	0.76%	40.2	66.67%	+16.22%	-16.67%	+33.33%	3.90%	47:25	40:10	41:10	44:28	54:00	59:58	12:50	09:30
Sand King	9	1.10%	39.1	55.56%	+4.76%	-5.56%	-5.56%	0.00%	46:30	40:43	43:37	44:42	49:05	54:13	05:28	04:02
Bristleback	2	0.48%	38.0	100.00%	+48.20%	0.00%	0.00%	0.00%	51:13	46:40	46:40	55:45	55:45	55:45	09:05	06:43
Warlock	11	3.43%	37.0	45.45%	-2.94%	+21.22%	-12.12%	0.00%	40:50	29:31	35:00	40:53	43:15	56:33	08:15	06:06
Chen	2	0.43%	35.9	100.00%	+42.95%	0.00%	0.00%	0.00%	45:22	40:06	40:06	50:37	50:37	50:37	10:31	07:47
Timbersaw	4	0.48%	34.8	75.00%	+25.42%	+25.00%	+25.00%	0.00%	47:55	41:57	41:57	47:03	49:53	52:48	07:56	05:52
Tinker	3	3.03%	33.7	66.67%	+14.59%	-66.67%	0.00%	0.00%	56:59	50:26	50:26	59:51	60:39	60:39	10:13	07:34
Marci	4	0.31%	32.6	75.00%	+21.40%	+25.00%	-75.00%	0.00%	43:48	40:32	40:32	42:55	42:55	48:50	02:23	01:45
Viper	2	0.26%	31.5	100.00%	+50.07%	0.00%	0.00%	0.00%	50:17	44:04	44:04	56:30	56:30	56:30	12:26	09:12
Earthshaker	8	1.63%	30.4	50.00%	+1.45%	-50.00%	+50.00%	0.00%	40:20	32:07	33:54	39:53	43:07	48:20	09:13	06:49
Juggernaut	5	0.92%	29.3	60.00%	+11.77%	+40.00%	-60.00%	0.00%	46:00	35:17	35:17	48:07	48:48	50:32	13:31	10:00
Chaos Knight	8	1.03%	28.3	50.00%	+0.26%	-50.00%	-50.00%	0.00%	51:48	42:23	45:05	48:57	52:35	1:12:27	07:30	05:33
Lina	8	0.89%	27.2	50.00%	+2.14%	+50.00%	0.00%	0.00%	44:47	37:31	38:35	42:55	47:02	56:33	08:27	06:15
Keeper of the Light	5	0.63%	26.1	60.00%	+9.81%	+40.00%	+40.00%	0.00%	52:44	41:16	41:16	47:23	1:02:12	1:06:50	20:56	15:30
Undying	5	0.58%	25.0	60.00%	+7.73%	-60.00%	+40.00%	0.00%	56:43	31:05	31:05	60:58	1:09:19	1:14:00	38:14	28:19
Luna	23	3.78%	23.9	30.43%	-19.40%	+2.90%	+2.90%	0.00%	48:44	37:18	43:59	47:28	51:48	1:09:48	07:49	05:47
Nature's Prophet	6	1.25%	22.8	50.00%	-0.21%	0.00%	-50.00%	0.00%	43:40	31:54	33:11	40:42	48:22	1:06:45	15:11	11:14
Pugna	3	0.58%	21.7	66.67%	+16.96%	+33.33%	0.00%	0.00%	48:21	28:27	28:27	34:06	1:22:30	1:22:30	54:03	40:02
Jakiro	3	0.49%	20.7	66.67%	+23.44%	+33.33%	0.00%	0.00%	49:04	43:02	43:02	46:47	57:24	57:24	14:22	10:38
Necrophos	4	1.25%	19.6	50.00%	-0.63%	+50.00%	-50.00%	0.00%	45:43	40:15	40:15	42:21	46:54	53:21	06:39	04:55
Slardar	1	0.41%	18.5	100.00%	0.00%	0.00%	0.00%	0.00%	39:35	39:35	39:35	39:35	39:35	39:35	00:00	00:00
Sniper	1	0.38%	17.4	100.00%	0.00%	0.00%	0.00%	0.00%	55:31	55:31	55:31	55:31	55:31	55:31	00:00	00:00
Drow Ranger	1	0.30%	16.3	100.00%	0.00%	0.00%	0.00%	0.00%	57:28	57:28	57:28	57:28	57:28	57:28	00:00	00:00
Lifestealer	1	0.21%	15.2	100.00%	0.00%	0.00%	0.00%	0.00%	56:36	56:36	56:36	56:36	56:36	56:36	00:00	00:00
Crystal Maiden	1	0.17%	14.1	100.00%	0.00%	0.00%	0.00%	0.00%	52:13	52:13	52:13	52:13	52:13	52:13	00:00	00:00
Visage	1	0.15%	13.0	100.00%	0.00%	0.00%	0.00%	0.00%	1:03:50	1:03:50	1:03:50	1:03:50	1:03:50	1:03:50	00:00	00:00
Weaver	1	0.08%	12.0	100.00%	0.00%	0.00%	0.00%	0.00%	1:06:35	1:06:35	1:06:35	1:06:35	1:06:35	1:06:35	00:00	00:00
Underlord	2	0.68%	10.9	50.00%	+3.42%	+50.00%	0.00%	0.00%	47:32	37:59	37:59	57:04	57:04	57:04	19:05	14:08
Legion Commander	2	0.51%	9.8	50.00%	+4.64%	-50.00%	0.00%	0.00%	59:01	51:08	51:08	1:06:53	1:06:53	1:06:53	15:45	11:40
Earth Spirit	2	0.39%	8.7	50.00%	-0.59%	+50.00%	0.00%	0.00%	42:24	36:06	36:06	48:42	48:42	48:42	12:36	09:20
Grimstroke	2	0.16%	7.6	50.00%	+6.65%	+50.00%	0.00%	0.00%	40:08	34:14	34:14	46:02	46:02	46:02	11:48	08:44
Naga Siren	3	0.98%	6.5	33.33%	-24.10%	-33.33%	0.00%	0.00%	57:00	55:22	55:22	55:25	60:13	60:13	04:51	03:35
Alchemist	9	2.51%	5.4	11.11%	-37.75%	-11.11%	-11.11%	0.00%	51:13	39:15	41:17	54:38	56:50	1:01:54	15:33	11:31
Clockwerk	1	0.09%	4.3	0.00%	0.00%	0.00%	0.00%	0.00%	48:34	48:34	48:34	48:34	48:34	48:34	00:00	00:00
Bane	1	0.05%	3.3	0.00%	0.00%	0.00%	0.00%	0.00%	1:01:07	1:01:07	1:01:07	1:01:07	1:01:07	1:01:07	00:00	00:00
Rubick	1	0.09%	2.2	0.00%	0.00%	0.00%	0.00%	0.00%	54:00	54:00	54:00	54:00	54:00	54:00	00:00	00:00
Anti-Mage	2	0.82%	1.1	0.00%	-49.79%	0.00%	0.00%	0.00%	44:18	41:55	41:55	46:41	46:41	46:41	04:46	03:31

Competitive 2021-2022

Competitive stats for tier 1/2 events in 2021-2022 season

Average couriers killed per game by Dire: 1.5511