Spectral Stats - ESL One Malaysia 2022 Qualifiers - Items - Progression pairs - Overview

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Items progression as a tree | Items progression as a list

Progression list shows pairs of items bought one after the other.

Total: 188

		Matches	Winrate	Purchase time difference (minutes)	avgord1	avgord2
Tranquil Boots	Blink Dagger	109	55.05%	10.2	0.2	1.2
Blink Dagger	Black King Bar	100	55.00%	8.3	2.2	3.2
Blink Dagger	Aghanim's Shard	81	53.09%	4.2	2.0	3.0
Kaya	Sange	74	66.22%	3.7	2.2	3.2
Black King Bar	Blink Dagger	74	48.65%	4.0	2.3	3.3
Maelstrom	Black King Bar	72	45.83%	7.1	1.2	2.2
Soul Ring	Phase Boots	72	36.11%	4.1	0.1	1.1
Urn of Shadows	Spirit Vessel	68	54.41%	6.8	0.2	1.2
Kaya	Kaya and Sange	66	63.64%	3.7	2.3	3.3
Black King Bar	Aghanim's Shard	63	39.68%	2.7	2.4	3.4
Yasha	Manta Style	61	57.38%	3.4	2.0	3.0
Phase Boots	Maelstrom	59	50.85%	6.8	0.1	1.1
Aghanim's Shard	Black King Bar	59	44.07%	8.0	2.8	3.8
Power Treads	Dragon Lance	59	47.46%	5.1	0.2	1.2
Arcane Boots	Aghanim's Shard	58	60.34%	6.7	0.2	1.2
Aghanim's Shard	Blink Dagger	55	56.36%	5.3	2.7	3.7
Vladmir's Offering	Wraith Pact	53	71.70%	3.7	1.7	2.7
Blink Dagger	Force Staff	52	71.15%	9.4	1.1	2.1
Arcane Boots	Aether Lens	51	52.94%	5.8	0.7	1.7
Witch Blade	Blink Dagger	48	56.25%	4.8	0.4	1.4
Black King Bar	Dragon Lance	46	54.35%	1.7	3.3	4.3
Arcane Boots	Blink Dagger	46	67.39%	9.0	0.3	1.3
Power Treads	Black King Bar	45	51.11%	8.8	0.3	1.3
Arcane Boots	Kaya	45	42.22%	4.8	0.4	1.4
Phase Boots	Black King Bar	42	42.86%	8.6	0.8	1.8
Aghanim's Shard	Aghanim's Scepter	38	47.37%	9.1	2.9	3.9
Arcane Boots	Arcane Boots	36	88.89%	2.1	3.3	4.3
Soul Ring	Blink Dagger	34	44.12%	6.3	0.8	1.8
Skull Basher	Abyssal Blade	34	73.53%	3.4	5.7	6.7
Power Treads	Maelstrom	32	37.50%	6.3	0.1	1.1
Aether Lens	Octarine Core	32	62.50%	3.8	5.2	6.2
Tranquil Boots	Soul Ring	30	76.67%	3.6	0.0	1.0
Black King Bar	Refresher Orb	30	66.67%	8.9	2.5	3.5
Black King Bar	Assault Cuirass	30	70.00%	6.4	2.9	3.9
Power Treads	Blink Dagger	29	41.38%	5.0	0.3	1.3
Helm of the Dominator	Vladmir's Offering	29	55.17%	6.2	0.0	1.0
Arcane Boots	Lotus Orb	29	79.31%	4.5	3.8	4.8
Aghanim's Shard	Force Staff	29	51.72%	8.0	1.6	2.6
Aghanim's Scepter	Aghanim's Shard	29	51.72%	4.3	2.4	3.4
Power Treads	Yasha	28	53.57%	4.8	0.1	1.1
Vladmir's Offering	Helm of the Overlord	28	53.57%	2.8	1.0	2.0
Phase Boots	Blink Dagger	28	50.00%	5.8	0.6	1.6
Shadow Blade	Crystalys	28	64.29%	3.4	4.0	5.0
Skull Basher	Vanguard	28	78.57%	4.0	5.5	6.5
Dragon Lance	Black King Bar	28	60.71%	5.8	1.5	2.5
Blink Dagger	Kaya	28	64.29%	4.6	1.7	2.7
Sange	Kaya and Sange	27	70.37%	2.0	3.1	4.1
Force Staff	Aghanim's Shard	27	62.96%	5.3	1.6	2.6
Soul Ring	Arcane Boots	27	59.26%	4.1	0.0	1.0
Soul Ring	Aghanim's Scepter	26	57.69%	9.5	1.1	2.1
Power Treads	Mask of Madness	26	53.85%	4.5	0.0	1.0
Black King Bar	Linken's Sphere	26	57.69%	7.4	2.6	3.6
Kaya and Sange	Aghanim's Shard	25	56.00%	2.5	2.9	3.9
Phase Boots	Soul Ring	24	50.00%	1.6	0.1	1.1
Tranquil Boots	Force Staff	24	62.50%	12.0	0.2	1.2
Blink Dagger	Aether Lens	24	50.00%	7.4	1.8	2.8
Blink Dagger	Skull Basher	23	34.78%	6.4	3.6	4.6
Assault Cuirass	Skull Basher	23	78.26%	3.6	4.6	5.6
Shadow Blade	Silver Edge	23	56.52%	3.0	5.1	6.1
Aghanim's Shard	Aether Lens	23	43.48%	4.9	2.3	3.3
Kaya	Aghanim's Shard	23	47.83%	3.5	1.5	2.5
Echo Sabre	Black King Bar	22	59.09%	5.6	2.0	3.0
Sange	Aghanim's Shard	22	54.55%	2.6	2.5	3.5
Soul Ring	Black King Bar	21	61.90%	8.3	1.2	2.2
Manta Style	Eye of Skadi	21	61.90%	6.9	2.6	3.6
Black King Bar	Skull Basher	21	57.14%	5.2	2.4	3.4
Arcane Boots	Hood of Defiance	21	76.19%	3.4	0.8	1.8
Ghost Scepter	Ethereal Blade	21	52.38%	2.1	4.4	5.4
Power Treads	Witch Blade	20	55.00%	6.4	0.0	1.0
Blink Dagger	Eul's Scepter of Divinity	20	50.00%	10.1	1.4	2.4
Radiance	Black King Bar	20	65.00%	3.9	1.8	2.8
Aghanim's Shard	Arcane Boots	20	50.00%	4.6	1.4	2.4
Aghanim's Scepter	Black King Bar	20	40.00%	6.5	2.8	3.8
Vanguard	Soul Ring	20	55.00%	1.9	0.1	1.1
Crystalys	Silver Edge	20	65.00%	1.9	4.4	5.4
Aether Lens	Blink Dagger	20	40.00%	8.0	1.2	2.2
Phase Boots	Armlet of Mordiggian	19	63.16%	5.6	0.3	1.3
Crystalys	Daedalus	19	42.11%	3.1	5.5	6.5
Kaya	Ghost Scepter	18	50.00%	3.8	2.9	3.9
Sange	Heaven's Halberd	18	55.56%	2.4	3.0	4.0
Maelstrom	Yasha	18	55.56%	4.2	1.0	2.0
Blink Dagger	Assault Cuirass	18	72.22%	5.4	4.0	5.0
Soul Ring	Power Treads	18	72.22%	3.1	0.2	1.2
Black King Bar	Aether Lens	17	64.71%	4.9	2.1	3.1
Sange	Kaya	17	58.82%	3.1	2.9	3.9
Black King Bar	Aghanim's Scepter	17	64.71%	6.6	3.3	4.3
Lotus Orb	Arcane Boots	17	94.12%	1.9	6.1	7.1
Black King Bar	Mage Slayer	16	56.25%	1.8	3.4	4.4
Dragon Lance	Yasha	16	43.75%	3.8	1.2	2.2
Arcane Boots	Aghanim's Scepter	16	37.50%	9.8	2.3	3.3
Power Treads	Kaya	16	37.50%	5.4	0.3	1.3
Hood of Defiance	Pipe of Insight	16	81.25%	5.0	2.3	3.3
Aghanim's Shard	Skull Basher	16	43.75%	5.3	3.4	4.4
Tranquil Boots	Aghanim's Shard	16	43.75%	6.9	0.4	1.4
Desolator	Black King Bar	16	56.25%	6.1	2.4	3.4
Linken's Sphere	Aghanim's Shard	16	37.50%	3.6	4.1	5.1
Black King Bar	Echo Sabre	16	50.00%	2.4	3.2	4.2
Aghanim's Shard	Ghost Scepter	16	68.75%	5.4	1.8	2.8
Echo Sabre	Blink Dagger	16	50.00%	3.2	1.9	2.9
Phase Boots	Hand of Midas	16	31.25%	5.1	0.1	1.1
Maelstrom	Aghanim's Shard	15	46.67%	3.1	1.5	2.5
Yasha	Sange	15	33.33%	2.9	2.4	3.4
Black King Bar	Sange	15	53.33%	4.7	2.1	3.1
Force Staff	Hurricane Pike	15	73.33%	1.5	5.1	6.1
Aghanim's Shard	Kaya and Sange	15	46.67%	3.9	2.6	3.6
Tranquil Boots	Vladmir's Offering	15	60.00%	7.6	0.1	1.1
Aghanim's Shard	Sange	15	53.33%	4.5	2.4	3.4
Blink Dagger	Linken's Sphere	14	42.86%	8.9	2.2	3.2
Tranquil Boots	Drum of Endurance	14	64.29%	7.5	0.3	1.3
Arcane Boots	Holy Locket	14	50.00%	4.9	0.4	1.4
Arcane Boots	Force Staff	14	57.14%	9.1	0.2	1.2
Soul Ring	Radiance	14	78.57%	8.6	0.4	1.4
Desolator	Aghanim's Shard	14	57.14%	2.6	2.0	3.0
Aghanim's Shard	Kaya	14	35.71%	4.7	2.0	3.0
Blink Dagger	Echo Sabre	14	35.71%	6.1	1.3	2.3
Blink Dagger	Arcane Boots	14	57.14%	4.1	0.3	1.3
Black King Bar	Shadow Blade	14	50.00%	4.9	2.3	3.3
Eul's Scepter of Divinity	Aghanim's Shard	14	35.71%	3.3	2.0	3.0
Aether Lens	Arcane Boots	14	57.14%	3.2	3.9	4.9
Black King Bar	Scythe of Vyse	13	53.85%	9.2	2.5	3.5
Aghanim's Scepter	Blink Dagger	13	92.31%	4.5	3.3	4.3
Phase Boots	Echo Sabre	13	30.77%	5.7	0.8	1.8
Spirit Vessel	Black King Bar	13	53.85%	7.9	1.5	2.5
Aghanim's Scepter	Kaya	13	69.23%	4.2	2.3	3.3
Drum of Endurance	Aghanim's Shard	13	69.23%	3.0	2.2	3.2
Phase Boots	Orb of Corrosion	13	61.54%	2.9	0.3	1.3
Aghanim's Scepter	Refresher Orb	13	53.85%	9.4	5.8	6.8
Dragon Lance	Aghanim's Shard	13	53.85%	3.4	3.6	4.6
Black King Bar	Crystalys	13	53.85%	3.3	3.5	4.5
Kaya and Sange	Aether Lens	12	66.67%	4.9	4.3	5.3
Force Staff	Ghost Scepter	12	83.33%	5.1	2.0	3.0
Blink Dagger	Tranquil Boots	12	58.33%	4.8	1.1	2.1
Aghanim's Shard	Linken's Sphere	12	66.67%	7.7	3.9	4.9
Aghanim's Scepter	Aether Lens	12	50.00%	5.2	3.4	4.4
Power Treads	Armlet of Mordiggian	12	41.67%	5.5	0.0	1.0
Orb of Corrosion	Maelstrom	12	75.00%	5.5	1.1	2.1
Black King Bar	Eye of Skadi	12	58.33%	8.6	2.8	3.8
Force Staff	Blink Dagger	12	66.67%	6.2	3.7	4.7
Desolator	Blink Dagger	12	41.67%	3.2	2.0	3.0
Power Treads	Soul Ring	12	50.00%	2.4	0.0	1.0
Dragon Lance	Force Staff	12	41.67%	5.3	2.1	3.1
Echo Sabre	Aghanim's Shard	12	25.00%	3.1	2.3	3.3
Tranquil Boots	Urn of Shadows	11	54.55%	4.2	0.0	1.0
Tranquil Boots	Aghanim's Scepter	11	63.64%	16.6	0.7	1.7
Spirit Vessel	Force Staff	11	36.36%	6.9	1.2	2.2
Power Treads	Orchid Malevolence	11	81.82%	7.4	0.0	1.0
Crystalys	Shadow Blade	11	54.55%	3.7	4.8	5.8
Aether Lens	Tranquil Boots	11	63.64%	2.5	1.5	2.5
Mask of Madness	Dragon Lance	11	54.55%	3.3	1.0	2.0
Mage Slayer	Bloodthorn	11	90.91%	2.2	5.7	6.7
Yasha	Sange and Yasha	11	36.36%	3.1	2.5	3.5
Lotus Orb	Lotus Orb	11	100.00%	1.9	7.5	8.5
Orb of Corrosion	Phase Boots	11	54.55%	4.3	0.1	1.1
Aghanim's Shard	Mjollnir	11	63.64%	5.4	4.5	5.5
Kaya and Sange	Aeon Disk	11	36.36%	7.0	4.1	5.1
Power Treads	Echo Sabre	11	54.55%	5.7	0.3	1.3
Tranquil Boots	Glimmer Cape	11	27.27%	9.6	0.6	1.6
Orchid Malevolence	Mage Slayer	11	81.82%	3.4	5.5	6.5
Orchid Malevolence	Bloodthorn	11	72.73%	2.6	6.2	7.2
Kaya	Black King Bar	10	30.00%	7.9	2.3	3.3
Wraith Pact	Aghanim's Shard	10	90.00%	3.4	2.3	3.3
Manta Style	Aghanim's Shard	10	60.00%	2.4	3.4	4.4
Dragon Lance	Desolator	10	70.00%	5.3	1.1	2.1
Arcane Boots	Octarine Core	10	40.00%	2.6	5.1	6.1
Arcane Boots	Aeon Disk	10	70.00%	5.1	2.7	3.7
Blink Dagger	Aeon Disk	10	80.00%	12.4	2.2	3.2
Manta Style	Black King Bar	10	40.00%	5.7	2.9	3.9
Force Staff	Aghanim's Scepter	10	40.00%	11.6	2.9	3.9
Power Treads	Orb of Corrosion	10	60.00%	1.9	0.0	1.0
Eul's Scepter of Divinity	Aghanim's Scepter	10	70.00%	10.4	1.2	2.2
Aghanim's Shard	Lotus Orb	10	70.00%	9.2	2.8	3.8
Armlet of Mordiggian	Black King Bar	10	40.00%	7.1	1.2	2.2
Power Treads	Battle Fury	9	55.56%	7.6	0.3	1.3
Phase Boots	Radiance	9	44.44%	7.0	1.1	2.1
Kaya	Aghanim's Scepter	9	44.44%	6.4	2.2	3.2
Phase Boots	Mask of Madness	9	33.33%	4.4	0.0	1.0
Kaya and Sange	Aghanim's Scepter	9	66.67%	7.1	3.3	4.3
Helm of the Overlord	Drum of Endurance	9	66.67%	3.0	1.9	2.9
Phase Boots	Hood of Defiance	9	22.22%	3.3	0.4	1.4
Black King Bar	Shiva's Guard	9	77.78%	7.9	3.3	4.3
Aghanim's Shard	Eye of Skadi	9	55.56%	6.1	4.9	5.9
Sange	Aether Lens	9	55.56%	5.0	4.2	5.2
Force Staff	Glimmer Cape	9	88.89%	8.0	1.1	2.1
Medallion of Courage	Solar Crest	9	55.56%	5.6	1.6	2.6
Orchid Malevolence	Aghanim's Shard	9	55.56%	2.9	1.2	2.2
Aghanim's Shard	Glimmer Cape	9	77.78%	7.0	1.2	2.2
Skull Basher	Blink Dagger	9	33.33%	4.7	4.4	5.4
Kaya	Ethereal Blade	9	66.67%	2.2	4.9	5.9

ESL One Malaysia 2022 Qualifiers

ESL's major event qualifiers

Total roshans killed: 332