Spectral Stats - The International 2023 - Playoff - Items - Item Pairs

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This section shows the most often occuring item pairs, as well as their stats, filtered by the third quantile in number of matches together for item pairs. Timing difference shows the difference in purchase time of the first item compared to the second one. Expectation is the expected number of purchases together. Deviation represents how often these items are picked up together on purpose (higher positive numbers are better). Percentage is the deviation's part of the total number of purchases together.

		Matches	Winrate	Winrate difference	Time difference	Expected matches	Deviation	Percentage
Power Treads	Black King Bar	107	54.21%	2.49%	-25:54	65	42	39.25%
Black King Bar	Aghanim's Shard	98	60.20%	4.91%	11:35	87	11	11.22%
Blink Dagger	Black King Bar	96	53.13%	-0.35%	03:08	80	16	16.67%
Blink Dagger	Aghanim's Shard	82	58.54%	3.84%	13:54	79	3	3.66%
Aghanim's Scepter	Black King Bar	76	51.32%	-2.49%	-06:56	65	11	14.47%
Aghanim's Scepter	Aghanim's Shard	71	56.34%	1.30%	14:21	64	7	9.86%
Blink Dagger	Aghanim's Scepter	68	52.94%	-0.27%	-00:27	59	9	13.24%
Power Treads	Aghanim's Shard	63	57.14%	4.20%	-12:46	65	-2	-3.17%
Manta Style	Yasha	61	44.26%	-1.00%	03:12	8	53	86.89%
Power Treads	Yasha	57	43.86%	-3.96%	-19:15	21	36	63.16%
Arcane Boots	Aghanim's Shard	57	56.14%	3.08%	-10:15	53	4	7.02%
Blink Dagger	Arcane Boots	55	58.18%	6.94%	24:09	49	6	10.91%
Black King Bar	Crystalys	55	52.73%	0.28%	-04:02	25	30	54.55%
Phase Boots	Black King Bar	53	54.72%	2.38%	-26:46	35	18	33.96%
Power Treads	Manta Style	53	43.40%	-3.41%	-22:27	19	34	64.15%
Power Treads	Crystalys	52	48.08%	-2.01%	-22:37	19	33	63.46%
Phase Boots	Aghanim's Shard	51	56.86%	3.30%	-15:11	34	17	33.33%
Hand of Midas	Black King Bar	50	52.00%	-2.54%	05:06	33	17	34.00%
Blink Dagger	Phase Boots	47	48.94%	-2.80%	04:44	32	15	31.91%
Black King Bar	Shadow Blade	46	56.52%	2.76%	07:05	24	22	47.83%
Blink Dagger	Power Treads	46	47.83%	-3.29%	10:06	60	-14	-30.43%
Shadow Blade	Silver Edge	44	59.09%	4.11%	-01:13	5	39	88.64%
Aghanim's Scepter	Arcane Boots	43	53.49%	1.91%	24:36	39	4	9.30%
Crystalys	Shadow Blade	42	57.14%	5.01%	00:35	7	35	83.33%
Crystalys	Silver Edge	42	57.14%	3.47%	-00:38	6	36	85.71%
Power Treads	Shadow Blade	42	52.38%	0.98%	-27:14	18	24	57.14%
Arcane Boots	Aether Lens	42	57.14%	2.75%	-04:15	12	30	71.43%
Black King Bar	Octarine Core	41	56.10%	0.89%	11:31	30	11	26.83%
Power Treads	Aghanim's Scepter	40	47.50%	-3.96%	-25:26	48	-8	-20.00%
Force Staff	Aghanim's Shard	40	57.50%	3.45%	23:32	39	1	2.50%
Black King Bar	Silver Edge	40	60.00%	4.70%	-12:17	19	21	52.50%
Aghanim's Scepter	Octarine Core	40	60.00%	5.06%	-06:36	22	18	45.00%
Power Treads	Dragon Lance	38	50.00%	-0.26%	-06:45	13	25	65.79%
Refresher Orb	Black King Bar	38	60.53%	3.83%	20:52	25	13	34.21%
Power Treads	Silver Edge	37	51.35%	-1.59%	-28:27	14	23	62.16%
Black King Bar	Linken's Sphere	37	54.05%	-4.34%	08:48	25	12	32.43%
Blink Dagger	Octarine Core	37	59.46%	4.85%	-01:16	27	10	27.03%
Black King Bar	Yasha	36	47.22%	-2.95%	06:39	28	8	22.22%
Octarine Core	Aghanim's Shard	35	68.57%	12.14%	00:04	29	6	17.14%
Refresher Orb	Aghanim's Shard	34	64.71%	6.79%	37:18	24	10	29.41%
Hand of Midas	Aghanim's Scepter	34	67.65%	13.37%	-15:18	25	9	26.47%
Blink Dagger	Hand of Midas	34	58.82%	4.88%	20:38	31	3	8.82%
Aghanim's Scepter	Aghanim's Blessing	34	55.88%	1.17%	-24:04	11	23	67.65%
Force Staff	Arcane Boots	33	57.58%	6.98%	21:06	24	9	27.27%
Crystalys	Aghanim's Shard	33	54.55%	0.88%	14:27	25	8	24.24%
Black King Bar	Blade Mail	33	63.64%	10.29%	16:23	24	9	27.27%
Phase Boots	Blade Mail	33	57.58%	5.96%	-03:24	9	24	72.73%
Black King Bar	Dragon Lance	33	57.58%	4.96%	06:56	18	15	45.45%
Black King Bar	Manta Style	32	43.75%	-5.42%	03:27	25	7	21.88%
Yasha	Aghanim's Shard	32	56.25%	4.86%	-05:10	28	4	12.50%
Force Staff	Hurricane Pike	32	56.25%	2.34%	-00:34	6	26	81.25%
Arcane Boots	Glimmer Cape	31	51.61%	-0.19%	-10:26	13	18	58.06%
Medallion of Courage	Solar Crest	31	58.06%	0.24%	-01:29	2	29	93.55%
Dragon Lance	Hurricane Pike	31	54.84%	1.13%	-29:29	3	28	90.32%
Power Treads	Force Staff	31	48.39%	-2.08%	-31:42	30	1	3.23%
Force Staff	Dragon Lance	31	54.84%	3.47%	28:55	8	23	74.19%
Force Staff	Black King Bar	30	60.00%	7.18%	13:07	40	-10	-33.33%
Power Treads	Echo Sabre	30	66.67%	6.85%	-09:03	12	18	60.00%
Black King Bar	Echo Sabre	29	62.07%	-0.10%	04:13	15	14	48.28%
Manta Style	Aghanim's Shard	29	55.17%	4.78%	-01:25	25	4	13.79%
Hand of Midas	Octarine Core	29	55.17%	-0.50%	-08:37	11	18	62.07%
Phase Boots	Aghanim's Scepter	29	58.62%	6.55%	-23:13	26	3	10.34%
Blink Dagger	Refresher Orb	29	55.17%	-0.93%	-39:58	23	6	20.69%
Blink Dagger	Boots of Travel	29	55.17%	5.10%	-03:34	21	8	27.59%
Aghanim's Scepter	Linken's Sphere	28	60.71%	2.58%	11:22	18	10	35.71%
Urn of Shadows	Spirit Vessel	28	46.43%	-1.18%	-08:42	2	26	92.86%
Power Treads	Hand of Midas	28	50.00%	-2.18%	-18:47	25	3	10.71%

The International 2023 - Playoff

Dota 2 World Championships Group Stage

Total observer wards destroyed: 688