Spectral Stats - The International 2023 - Items - Heroes

Aghanim's Scepter

Abyssal Blade

Aeon Disk

Aether Lens

Aghanim's Blessing

Aghanim's Scepter

Aghanim's Shard

Arcane Blink

Arcane Boots

Armlet of Mordiggian

Assault Cuirass

Battle Fury

Black King Bar

Blade Mail

Blight Stone

Blink Dagger

Bloodstone

Bloodthorn

Boots of Bearing

Boots of Speed

Boots of Travel

Boots of Travel 2

Bottle

Bracer

Buckler

Butterfly

Chainmail

Cornucopia

Crimson Guard

Crown

Crystalys

Daedalus

Dagon

Dagon (level 2)

Dagon (level 3)

Dagon (level 4)

Dagon (level 5)

Desolator

Diadem

Diffusal Blade

Disperser

Divine Rapier

Dragon Lance

Drum of Endurance

Echo Sabre

Ethereal Blade

Eul's Scepter of Divinity

Eye of Skadi

Falcon Blade

Fluffy Hat

Force Staff

Ghost Scepter

Gleipnir

Glimmer Cape

Guardian Greaves

Hand of Midas

Harpoon

Headdress

Heart of Tarrasque

Heaven's Halberd

Helm of Iron Will

Helm of the Dominator

Helm of the Overlord

Holy Locket

Hurricane Pike

Javelin

Kaya

Kaya and Sange

Linken's Sphere

Lotus Orb

Maelstrom

Mage Slayer

Magic Stick

Magic Wand

Manta Style

Mask of Madness

Medallion of Courage

Mekansm

Meteor Hammer

Mjollnir

Monkey King Bar

Moon Shard

Morbid Mask

Null Talisman

Nullifier

Octarine Core

Orb of Corrosion

Orb of Venom

Orchid Malevolence

Overwhelming Blink

Pavise

Phase Boots

Philosopher's Stone

Phylactery

Pipe of Insight

Power Treads

Quelling Blade

Radiance

Refresher Orb

Revenant's Brooch

Ring of Basilius

Ring of Health

Ring of Protection

Rod of Atos

Sange

Sange and Yasha

Satanic

Scythe of Vyse

Shadow Blade

Shiva's Guard

Silver Edge

Skull Basher

Solar Crest

Soul Ring

Spirit Vessel

Swift Blink

Tranquil Boots

Urn of Shadows

Vanguard

Veil of Discord

Vladmir's Offering

Void Stone

Wind Lace

Wind Waker

Witch Blade

Wraith Band

Yasha

Yasha and Kaya

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	Mean	Pickup rate	Rank	Winrate	When picked	Early	Late	Gradient (%/min)	Mean	Min	Q1	Median	Q3	Max	Std.Dev
	Aghanim's Scepter	449	29.93%	82.8	53.67%	+16.24%	+3.47%	-1.88%	-0.35%	29:38	13:11	21:09	28:07	36:36	1:18:04	11:26

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
Bane	2	100.00%	100.0	100.00%	+100.00%	0.00%	0.00%	0.00%	35:25	33:49	33:49	37:01	37:01	37:01	03:12	02:22
Dragon Knight	1	100.00%	100.0	100.00%	0.00%	0.00%	0.00%	0.00%	23:48	23:48	23:48	23:48	23:48	23:48	00:00	00:00
Bounty Hunter	1	100.00%	100.0	100.00%	0.00%	0.00%	0.00%	0.00%	23:07	23:07	23:07	23:07	23:07	23:07	00:00	00:00
Storm Spirit	4	66.67%	95.6	100.00%	0.00%	0.00%	0.00%	0.00%	38:46	30:19	30:19	37:44	41:47	45:13	11:28	08:29
Necrophos	8	80.00%	84.2	87.50%	+87.50%	+12.50%	+12.50%	0.00%	25:42	23:16	23:56	24:20	25:53	33:15	01:57	01:26
Dazzle	14	77.78%	82.9	85.71%	+60.71%	+14.29%	+14.29%	0.00%	15:36	13:19	15:22	15:43	16:09	17:43	00:47	00:34
Windranger	2	50.00%	81.5	100.00%	+50.00%	0.00%	0.00%	0.00%	31:39	30:46	30:46	32:31	32:31	32:31	01:45	01:17
Phantom Lancer	3	100.00%	66.7	66.67%	+66.67%	+33.33%	0.00%	-13.33%	17:26	15:59	15:59	17:49	18:29	18:29	02:30	01:51
Skywrath Mage	11	42.31%	60.9	72.73%	+32.73%	+27.27%	-6.06%	-5.38%	36:30	29:58	31:43	33:46	37:55	47:15	06:12	04:35
Spirit Breaker	21	58.33%	60.8	66.67%	+20.00%	+13.33%	+13.33%	0.00%	38:21	21:39	31:10	37:47	46:52	53:58	15:42	11:37
Weaver	3	13.04%	56.7	100.00%	+45.00%	0.00%	0.00%	0.00%	32:35	23:03	23:03	34:08	40:34	40:34	17:31	12:58
Wraith King	11	57.89%	55.3	63.64%	+13.64%	+36.36%	+3.03%	-4.16%	34:18	24:41	28:55	35:18	36:56	48:43	08:01	05:56
Phantom Assassin	6	50.00%	52.9	66.67%	+50.00%	+33.33%	+33.33%	0.00%	33:13	25:36	29:50	31:42	35:41	43:37	05:51	04:20
Elder Titan	2	18.18%	52.9	100.00%	+66.67%	0.00%	0.00%	0.00%	36:43	35:49	35:49	37:37	37:37	37:37	01:48	01:20
Primal Beast	19	65.52%	52.8	57.89%	-12.11%	+2.11%	-17.89%	-2.06%	32:07	18:39	26:53	31:19	36:36	57:37	09:43	07:11
Spectre	5	21.74%	52.5	80.00%	+24.44%	+20.00%	+20.00%	0.00%	34:00	30:25	30:25	33:22	35:12	37:39	04:47	03:32
Dark Seer	5	71.43%	51.8	60.00%	+10.00%	+40.00%	-60.00%	-6.93%	30:18	20:19	20:19	25:24	34:45	47:09	14:26	10:41
Witch Doctor	1	33.33%	51.7	100.00%	0.00%	0.00%	0.00%	0.00%	26:15	26:15	26:15	26:15	26:15	26:15	00:00	00:00
Grimstroke	12	25.00%	50.1	66.67%	+25.00%	-66.67%	0.00%	7.13%	37:39	28:51	31:35	37:56	40:56	50:26	09:21	06:55
Bristleback	40	100.00%	50.0	50.00%	+50.00%	+20.00%	-40.00%	-42.35%	17:04	13:11	15:13	15:47	16:38	53:58	01:25	01:02
Void Spirit	2	100.00%	50.0	50.00%	+50.00%	+50.00%	0.00%	0.00%	26:40	21:31	21:31	31:49	31:49	31:49	10:18	07:37
Sand King	2	100.00%	50.0	50.00%	+50.00%	+50.00%	0.00%	-4.80%	34:20	29:07	29:07	39:32	39:32	39:32	10:25	07:42
Kunkka	40	95.24%	47.0	47.50%	-2.50%	+12.50%	-7.50%	-3.51%	23:18	15:46	20:14	22:48	25:56	32:20	05:42	04:13
Earthshaker	20	76.92%	46.7	50.00%	+16.67%	+50.00%	-30.00%	-12.83%	24:05	18:08	19:54	21:53	26:08	40:40	06:14	04:37
Tusk	14	41.18%	46.2	57.14%	+12.14%	+42.86%	-23.81%	-6.14%	40:30	27:59	34:58	39:39	45:49	51:21	10:51	08:02
Nature's Prophet	16	61.54%	43.8	50.00%	+10.00%	0.00%	0.00%	0.00%	27:58	20:46	23:02	26:32	29:24	41:18	06:22	04:42
Dark Willow	14	30.43%	43.5	57.14%	+0.89%	-32.14%	+9.53%	2.40%	30:59	16:20	20:19	30:39	37:40	47:43	17:21	12:51
Puck	6	25.00%	43.4	66.67%	+11.11%	-16.67%	+33.33%	0.00%	31:45	27:15	28:34	30:51	34:39	36:41	06:05	04:30
Medusa	1	25.00%	43.0	100.00%	0.00%	0.00%	0.00%	0.00%	36:53	36:53	36:53	36:53	36:53	36:53	00:00	00:00
Clockwerk	8	61.54%	41.3	50.00%	+10.00%	+50.00%	-50.00%	-7.05%	28:09	18:47	19:40	27:32	33:51	38:54	14:11	10:30
Vengeful Spirit	13	35.14%	41.1	53.85%	+16.35%	+12.82%	-20.52%	-3.43%	34:44	23:02	27:42	36:01	37:25	47:25	09:43	07:11
Pudge	5	100.00%	40.0	40.00%	+40.00%	-40.00%	-40.00%	0.00%	16:33	15:10	15:10	15:24	17:38	19:19	02:28	01:49
Sven	2	7.69%	39.0	100.00%	+70.83%	0.00%	0.00%	0.00%	57:06	51:27	51:27	1:02:45	1:02:45	1:02:45	11:18	08:22
Pangolier	32	82.05%	35.6	37.50%	-5.36%	+37.50%	-25.00%	-9.01%	26:02	18:36	21:09	24:05	28:05	53:58	06:56	05:08
Bloodseeker	2	66.67%	35.4	50.00%	+50.00%	+50.00%	0.00%	-32.61%	31:26	30:40	30:40	32:12	32:12	32:12	01:32	01:08
Disruptor	2	66.67%	35.4	50.00%	+50.00%	+50.00%	0.00%	0.00%	36:31	31:13	31:13	41:49	41:49	41:49	10:36	07:51
Doom	3	25.00%	35.0	66.67%	+33.34%	+33.33%	0.00%	0.00%	43:40	33:23	33:23	46:40	50:57	50:57	17:34	13:00
Monkey King	1	16.67%	34.3	100.00%	0.00%	0.00%	0.00%	0.00%	25:06	25:06	25:06	25:06	25:06	25:06	00:00	00:00
Lina	6	100.00%	33.3	33.33%	+33.33%	+16.67%	+66.67%	11.86%	25:40	21:34	23:34	24:48	27:47	30:18	04:13	03:07
Alchemist	1	14.29%	31.8	100.00%	0.00%	0.00%	0.00%	0.00%	39:00	39:00	39:00	39:00	39:00	39:00	00:00	00:00
Undying	1	12.50%	29.8	100.00%	0.00%	0.00%	0.00%	0.00%	1:03:52	1:03:52	1:03:52	1:03:52	1:03:52	1:03:52	00:00	00:00
Tidehunter	3	14.29%	28.5	66.67%	+33.34%	+33.33%	0.00%	0.00%	25:29	16:21	16:21	28:22	31:45	31:45	15:24	11:24
Invoker	9	26.47%	27.8	44.44%	-11.56%	-44.44%	+5.56%	11.11%	31:13	25:19	27:53	31:19	32:23	36:47	04:30	03:20
Earth Spirit	6	17.14%	25.6	50.00%	+5.17%	+50.00%	-50.00%	0.00%	38:27	32:00	34:24	38:32	38:46	48:18	04:22	03:14
Slark	3	75.00%	25.3	33.33%	+33.33%	-33.33%	0.00%	12.34%	18:15	17:18	17:18	17:26	20:00	20:00	02:42	02:00
Queen of Pain	4	100.00%	25.0	25.00%	+25.00%	+75.00%	-25.00%	-27.27%	23:57	20:17	20:17	23:49	23:57	27:46	03:40	02:42
Axe	2	40.00%	24.4	50.00%	-16.67%	-50.00%	0.00%	0.00%	37:18	37:09	37:09	37:27	37:27	37:27	00:18	00:13
Templar Assassin	1	5.88%	21.9	100.00%	0.00%	0.00%	0.00%	0.00%	54:23	54:23	54:23	54:23	54:23	54:23	00:00	00:00
Terrorblade	1	5.56%	21.4	100.00%	0.00%	0.00%	0.00%	0.00%	53:32	53:32	53:32	53:32	53:32	53:32	00:00	00:00
Centaur Warrunner	1	3.45%	18.3	100.00%	0.00%	0.00%	0.00%	0.00%	53:58	53:58	53:58	53:58	53:58	53:58	00:00	00:00
Treant Protector	1	2.63%	16.8	100.00%	0.00%	0.00%	0.00%	0.00%	33:22	33:22	33:22	33:22	33:22	33:22	00:00	00:00
Zeus	5	71.43%	14.3	20.00%	-30.00%	-20.00%	-20.00%	0.00%	27:02	23:17	23:17	27:26	28:52	30:59	05:35	04:08
Warlock	2	14.29%	14.0	50.00%	+25.00%	+50.00%	0.00%	0.00%	35:23	33:08	33:08	37:38	37:38	37:38	04:30	03:20
Muerta	5	8.93%	13.8	40.00%	-10.98%	+60.00%	-40.00%	0.00%	40:33	21:35	21:35	34:48	39:51	1:18:04	18:16	13:31
Naga Siren	2	11.76%	12.9	50.00%	-10.00%	-50.00%	0.00%	0.00%	44:03	43:56	43:56	44:10	44:10	44:10	00:14	00:10
Rubick	5	62.50%	12.7	20.00%	-46.67%	-20.00%	-20.00%	0.00%	37:00	28:51	28:51	38:11	40:10	42:53	11:19	08:22
Pugna	2	10.00%	12.1	50.00%	-16.67%	+50.00%	0.00%	0.00%	39:47	32:18	32:18	47:15	47:15	47:15	14:57	11:04
Shadow Demon	8	25.00%	11.9	25.00%	-4.17%	-25.00%	-25.00%	0.00%	38:48	26:56	27:15	39:41	40:49	53:58	13:34	10:02
Luna	2	7.14%	10.7	50.00%	-3.85%	+50.00%	0.00%	0.00%	53:24	47:16	47:16	59:31	59:31	59:31	12:15	09:04
Ancient Apparition	2	7.14%	10.7	50.00%	-15.38%	+50.00%	0.00%	0.00%	57:09	41:35	41:35	1:12:42	1:12:42	1:12:42	31:07	23:02
Dawnbreaker	2	6.45%	10.3	50.00%	-1.72%	+50.00%	0.00%	0.00%	27:10	25:10	25:10	29:09	29:09	29:09	03:59	02:57
Chaos Knight	2	5.00%	9.5	50.00%	-18.42%	+50.00%	0.00%	0.00%	55:26	40:22	40:22	1:10:30	1:10:30	1:10:30	30:08	22:19
Lifestealer	1	10.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	33:31	33:31	33:31	33:31	33:31	33:31	00:00	00:00
Visage	3	100.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	29:17	23:25	23:25	25:57	38:30	38:30	15:05	11:10
Riki	1	20.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	48:21	48:21	48:21	48:21	48:21	48:21	00:00	00:00
Outworld Destroyer	1	20.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	27:48	27:48	27:48	27:48	27:48	27:48	00:00	00:00
Juggernaut	1	100.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	40:15	40:15	40:15	40:15	40:15	40:15	00:00	00:00
Beastmaster	1	12.50%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	26:20	26:20	26:20	26:20	26:20	26:20	00:00	00:00
Tinker	1	100.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	20:46	20:46	20:46	20:46	20:46	20:46	00:00	00:00
Keeper of the Light	1	6.67%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	46:13	46:13	46:13	46:13	46:13	46:13	00:00	00:00
Gyrocopter	6	100.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	17:11	15:36	16:17	16:47	18:06	19:21	01:49	01:20
Razor	1	25.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	37:08	37:08	37:08	37:08	37:08	37:08	00:00	00:00
Morphling	1	7.69%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	26:35	26:35	26:35	26:35	26:35	26:35	00:00	00:00
Snapfire	1	25.00%	0.0	0.00%	0.00%	0.00%	0.00%	0.00%	19:05	19:05	19:05	19:05	19:05	19:05	00:00	00:00