Spectral Stats - Competitive 2021-2022 - 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
Blink Dagger	Black King Bar	14432	56.79%	3.05%	03:05	12267	2165	15.00%
Power Treads	Black King Bar	14301	52.26%	0.57%	-08:16	8150	6151	43.01%
Blink Dagger	Aghanim's Shard	12632	54.96%	1.52%	-08:20	10907	1725	13.66%
Black King Bar	Aghanim's Shard	11923	53.23%	0.63%	-04:34	11118	805	6.75%
Phase Boots	Black King Bar	9387	53.12%	1.61%	-14:05	5626	3761	40.07%
Blink Dagger	Phase Boots	7446	53.46%	1.12%	05:31	5519	1927	25.88%
Power Treads	Aghanim's Shard	7271	50.42%	-0.98%	-23:21	7246	25	0.34%
Arcane Boots	Aghanim's Shard	6607	54.44%	1.61%	01:51	5505	1102	16.68%
Blink Dagger	Power Treads	6528	55.30%	2.77%	18:13	7996	-1468	-22.49%
Blink Dagger	Arcane Boots	6315	58.05%	4.09%	06:21	6074	241	3.82%
Arcane Boots	Aether Lens	6148	55.68%	0.01%	-11:22	1798	4350	70.75%
Power Treads	Dragon Lance	5509	51.39%	0.37%	-05:28	1497	4012	72.83%
Black King Bar	Crystalys	5345	54.31%	0.57%	-05:24	2524	2821	52.78%
Blink Dagger	Tranquil Boots	5209	57.23%	4.09%	08:24	5730	-521	-10.00%
Sange	Kaya	5089	58.52%	2.51%	04:13	770	4319	84.87%
Kaya	Kaya and Sange	5005	58.44%	1.13%	-04:16	430	4575	91.41%
Sange	Kaya and Sange	5005	58.44%	1.31%	-00:03	544	4461	89.13%
Tranquil Boots	Aghanim's Shard	4966	56.30%	4.30%	-15:17	5193	-227	-4.57%
Phase Boots	Aghanim's Shard	4878	52.28%	1.07%	-21:36	5002	-124	-2.54%
Power Treads	Yasha	4867	52.72%	0.75%	-09:15	1499	3368	69.20%
Aghanim's Scepter	Black King Bar	4748	58.51%	3.46%	13:01	4573	175	3.69%
Aghanim's Scepter	Aghanim's Shard	4558	58.18%	3.43%	07:21	4066	492	10.79%
Power Treads	Crystalys	4552	54.96%	2.43%	-20:32	1645	2907	63.86%
Blink Dagger	Aether Lens	4435	63.07%	6.79%	-20:06	3563	872	19.66%
Black King Bar	Sange	4392	57.33%	2.97%	-03:42	3491	901	20.51%
Force Staff	Tranquil Boots	4280	55.93%	2.59%	10:17	2105	2175	50.82%
Power Treads	Eye of Skadi	4150	60.43%	4.87%	-15:36	1271	2879	69.37%
Manta Style	Yasha	4104	54.87%	0.71%	02:30	294	3810	92.84%
Black King Bar	Dragon Lance	4025	51.63%	-0.60%	11:04	2296	1729	42.96%
Aether Lens	Aghanim's Shard	3943	57.57%	2.43%	04:01	3229	714	18.11%
Blink Dagger	Aghanim's Scepter	3847	61.01%	5.12%	-13:34	4486	-639	-16.61%
Force Staff	Aghanim's Shard	3796	56.88%	3.22%	-05:00	4006	-210	-5.53%
Power Treads	Manta Style	3664	54.89%	2.21%	-11:45	1042	2622	71.56%
Sange	Aghanim's Shard	3645	55.80%	1.74%	-14:26	3104	541	14.84%
Urn of Shadows	Spirit Vessel	3569	51.67%	0.66%	-08:14	242	3327	93.22%
Blink Dagger	Force Staff	3559	58.78%	3.99%	05:03	4420	-861	-24.19%
Black King Bar	Shadow Blade	3421	53.81%	0.92%	09:46	1731	1690	49.40%
Power Treads	Sange	3291	56.91%	3.76%	-11:58	2275	1016	30.87%
Black King Bar	Maelstrom	3289	49.68%	-0.64%	07:39	1875	1414	42.99%
Black King Bar	Eye of Skadi	3256	60.23%	3.46%	-14:47	1949	1307	40.14%
Crystalys	Shadow Blade	3188	55.96%	2.22%	07:26	349	2839	89.05%
Power Treads	Aghanim's Scepter	3088	57.80%	3.96%	-23:36	2981	107	3.47%
Shadow Blade	Silver Edge	3079	56.15%	1.63%	-08:32	166	2913	94.61%
Crystalys	Silver Edge	3079	56.15%	0.79%	-01:06	242	2837	92.14%
Kaya	Aghanim's Shard	3062	55.94%	1.69%	-19:15	2453	609	19.89%
Refresher Orb	Black King Bar	3019	61.84%	4.64%	21:03	1500	1519	50.31%
Blink Dagger	Sange	3017	59.00%	3.80%	-12:10	3424	-407	-13.49%
Tranquil Boots	Aether Lens	2975	60.34%	5.50%	01:45	1697	1278	42.96%
Black King Bar	Kaya	2972	58.45%	3.90%	16:21	2759	213	7.17%
Assault Cuirass	Black King Bar	2971	64.86%	5.69%	07:46	1461	1510	50.82%
Black King Bar	Yasha	2941	54.98%	1.80%	14:59	2299	642	21.83%
Eye of Skadi	Yasha	2919	59.58%	2.53%	09:25	358	2561	87.74%
Black King Bar	Skull Basher	2811	60.58%	3.70%	-06:21	1660	1151	40.95%
Force Staff	Arcane Boots	2728	58.87%	4.70%	20:56	2231	497	18.22%
Phase Boots	Aghanim's Scepter	2662	57.93%	4.27%	01:43	2058	604	22.69%
Crystalys	Dragon Lance	2661	53.93%	0.86%	16:28	463	2198	82.60%
Black King Bar	Silver Edge	2629	56.07%	1.54%	05:32	1198	1431	54.43%
Black King Bar	Desolator	2620	55.19%	1.70%	02:57	1333	1287	49.12%
Blink Dagger	Eul's Scepter of Divinity	2587	59.53%	4.59%	07:30	2218	369	14.26%
Vladmir's Offering	Wraith Pact	2483	61.14%	1.33%	-05:55	144	2339	94.20%
Blink Dagger	Kaya	2465	59.76%	4.37%	-06:53	2706	-241	-9.78%
Power Treads	Force Staff	2459	58.32%	5.58%	-32:21	2937	-478	-19.44%
Blink Dagger	Crystalys	2421	59.27%	4.69%	-02:19	2476	-55	-2.27%
Black King Bar	Linken's Sphere	2408	62.33%	4.85%	-10:21	1609	799	33.18%
Manta Style	Eye of Skadi	2374	60.53%	2.78%	-06:23	249	2125	89.51%
Black King Bar	Satanic	2372	66.53%	6.61%	-14:26	1079	1293	54.51%
Force Staff	Dragon Lance	2361	59.51%	6.23%	24:53	827	1534	64.97%
Maelstrom	Aghanim's Shard	2349	50.83%	0.81%	-07:29	1667	682	29.03%
Power Treads	Shadow Blade	2349	53.26%	1.57%	-16:07	1128	1221	51.98%
Power Treads	Kaya	2346	55.50%	2.16%	-04:06	1798	548	23.36%
Aghanim's Scepter	Arcane Boots	2289	58.32%	3.05%	19:55	2264	25	1.09%
Phase Boots	Sange	2259	55.25%	2.28%	-09:43	1571	688	30.46%
Kaya and Sange	Aghanim's Shard	2255	58.09%	2.72%	-14:26	1733	522	23.15%
Dragon Lance	Hurricane Pike	2252	59.01%	3.73%	-25:17	161	2091	92.85%
Force Staff	Hurricane Pike	2252	59.01%	2.01%	-00:24	316	1936	85.97%
Black King Bar	Kaya and Sange	2238	59.87%	4.20%	11:32	1949	289	12.91%
Blink Dagger	Desolator	2189	56.88%	2.55%	06:02	1307	882	40.29%
Force Staff	Black King Bar	2188	57.04%	3.09%	20:51	4506	-2318	-105.94%
Black King Bar	Armlet of Mordiggian	2163	52.66%	0.57%	17:47	1182	981	45.35%
Sange	Heaven's Halberd	2163	53.26%	-1.28%	-02:29	235	1928	89.14%
Daedalus	Crystalys	2156	60.62%	3.02%	02:03	169	1987	92.16%
Black King Bar	Echo Sabre	2125	52.47%	0.54%	10:51	1060	1065	50.12%
Black King Bar	Shiva's Guard	2123	64.91%	5.77%	-08:11	1102	1021	48.09%
Yasha	Dragon Lance	2117	52.86%	0.35%	03:47	422	1695	80.07%
Phase Boots	Skull Basher	2104	61.12%	5.64%	-26:48	747	1357	64.50%
Blink Dagger	Refresher Orb	2091	63.18%	5.14%	-32:34	1471	620	29.65%
Eul's Scepter of Divinity	Aghanim's Shard	2086	56.86%	3.05%	-02:58	2010	76	3.64%
Power Treads	Linken's Sphere	2077	61.58%	5.31%	-12:54	1049	1028	49.49%
Power Treads	Maelstrom	2061	48.08%	-1.03%	11:05	1222	839	40.71%
Power Treads	Hurricane Pike	2049	59.05%	4.31%	-32:45	571	1478	72.13%
Blink Dagger	Skull Basher	2016	61.86%	4.14%	-05:46	1629	387	19.20%
Crystalys	Aghanim's Shard	2011	51.72%	-1.73%	-21:26	2244	-233	-11.59%
Vladmir's Offering	Aghanim's Shard	1993	59.51%	4.11%	-12:06	1656	337	16.91%
Phase Boots	Maelstrom	1982	48.74%	-0.19%	-06:26	844	1138	57.42%
Power Treads	Echo Sabre	1976	51.06%	0.34%	-05:38	691	1285	65.03%
Black King Bar	Orb of Corrosion	1962	52.50%	0.08%	18:00	1503	459	23.39%
Skull Basher	Aghanim's Shard	1955	56.73%	0.14%	04:01	1476	479	24.50%
Power Treads	Kaya and Sange	1943	58.36%	3.90%	-08:55	1271	672	34.59%
Aghanim's Scepter	Kaya	1927	59.00%	2.31%	00:23	1009	918	47.64%
Power Treads	Silver Edge	1910	57.07%	3.75%	-20:13	781	1129	59.11%
Power Treads	Satanic	1900	67.16%	8.45%	-24:06	703	1197	63.00%
Arcane Boots	Tranquil Boots	1898	57.32%	4.80%	-13:07	2892	-994	-52.37%
Black King Bar	Manta Style	1898	56.27%	2.38%	04:51	1599	299	15.75%
Power Treads	Desolator	1890	54.18%	1.90%	-12:11	869	1021	54.02%
Eye of Skadi	Dragon Lance	1889	58.60%	2.51%	11:51	358	1531	81.05%
Aether Lens	Octarine Core	1885	66.84%	4.43%	-08:44	214	1671	88.65%
Black King Bar	Falcon Blade	1881	51.57%	0.52%	15:39	967	914	48.59%
Orchid Malevolence	Black King Bar	1878	58.73%	3.96%	17:35	1102	776	41.32%
Arcane Boots	Kaya	1867	55.49%	0.72%	-11:10	1366	501	26.83%
Black King Bar	Arcane Boots	1843	56.16%	3.03%	18:47	6192	-4349	-235.97%
Phase Boots	Armlet of Mordiggian	1843	51.98%	1.29%	02:56	532	1311	71.13%
Tranquil Boots	Glimmer Cape	1835	55.53%	2.46%	-18:28	699	1136	61.91%
Black King Bar	Daedalus	1820	59.51%	2.75%	-03:43	838	982	53.96%
Refresher Orb	Aghanim's Shard	1806	62.68%	5.77%	16:29	1333	473	26.19%
Ghost Scepter	Aghanim's Shard	1805	54.35%	2.13%	03:16	1545	260	14.40%
Aghanim's Scepter	Sange	1777	60.72%	4.21%	-02:53	1277	500	28.14%
Crystalys	Eye of Skadi	1761	59.23%	1.62%	01:24	393	1368	77.68%
Power Treads	Orchid Malevolence	1748	58.24%	4.67%	-24:37	718	1030	58.92%
Power Treads	Daedalus	1742	60.79%	5.24%	-16:54	546	1196	68.66%
Blink Dagger	Aeon Disk	1724	63.86%	4.55%	06:21	1147	577	33.47%
Blink Dagger	Echo Sabre	1722	55.75%	2.98%	03:40	1040	682	39.61%
Urn of Shadows	Aghanim's Shard	1714	54.78%	3.46%	-19:23	1939	-225	-13.13%
Blink Dagger	Witch Blade	1710	53.33%	-0.07%	20:37	983	727	42.51%
Drum of Endurance	Tranquil Boots	1707	64.79%	7.86%	12:09	531	1176	68.89%
Blink Dagger	Kaya and Sange	1669	61.05%	4.54%	-10:13	1912	-243	-14.56%
Black King Bar	Vanguard	1658	63.03%	6.79%	-09:38	1085	573	34.56%
Manta Style	Dragon Lance	1632	56.19%	2.98%	06:17	294	1338	81.99%
Blink Dagger	Ghost Scepter	1621	56.20%	2.84%	-06:23	1704	-83	-5.12%
Blink Dagger	Dragon Lance	1620	57.41%	4.34%	14:09	2253	-633	-39.07%
Blink Dagger	Linken's Sphere	1613	64.66%	6.34%	-07:02	1578	35	2.17%
Force Staff	Aether Lens	1610	59.63%	3.14%	07:31	1309	301	18.70%
Vladmir's Offering	Helm of the Dominator	1607	56.69%	-1.01%	06:51	105	1502	93.47%
Blink Dagger	Armlet of Mordiggian	1598	55.19%	2.26%	26:32	1159	439	27.47%
Yasha	Aghanim's Shard	1597	52.29%	-0.60%	-13:33	2044	-447	-27.99%
Crystalys	Yasha	1594	55.52%	1.50%	10:49	464	1130	70.89%
Arcane Boots	Lotus Orb	1591	62.23%	4.96%	-13:46	615	976	61.35%
Shadow Blade	Aghanim's Shard	1578	50.51%	-2.09%	-25:40	1539	39	2.47%
Phase Boots	Assault Cuirass	1574	64.55%	6.77%	-22:37	657	917	58.26%
Linken's Sphere	Aghanim's Shard	1570	61.85%	4.66%	05:00	1430	140	8.92%
Blink Dagger	Vladmir's Offering	1569	61.19%	4.66%	13:00	1827	-258	-16.44%
Hand of Midas	Black King Bar	1561	49.01%	-0.50%	-11:21	893	668	42.79%
Sange	Arcane Boots	1549	56.68%	2.10%	15:23	1728	-179	-11.56%
Black King Bar	Hurricane Pike	1527	58.15%	2.20%	-21:15	877	650	42.57%
Orb of Corrosion	Aghanim's Shard	1522	54.01%	1.88%	-18:52	1336	186	12.22%
Aghanim's Scepter	Aether Lens	1520	62.30%	4.71%	-10:15	1328	192	12.63%
Helm of the Dominator	Helm of the Overlord	1514	57.86%	0.47%	-09:55	33	1481	97.82%
Vladmir's Offering	Helm of the Overlord	1514	57.86%	-0.31%	-03:04	88	1426	94.19%
Power Treads	Mask of Madness	1505	49.70%	-0.45%	-04:47	435	1070	71.10%
Dragon Lance	Aghanim's Shard	1498	50.87%	-1.06%	-09:23	2041	-543	-36.25%
Power Treads	Falcon Blade	1487	48.29%	-1.55%	-02:01	630	857	57.63%
Eul's Scepter of Divinity	Arcane Boots	1479	58.22%	3.89%	08:16	1119	360	24.34%
Black King Bar	Aether Lens	1473	61.44%	6.00%	-08:35	3632	-2159	-146.57%
Phase Boots	Desolator	1465	54.06%	1.97%	-10:30	600	865	59.04%
Assault Cuirass	Aghanim's Shard	1465	62.32%	3.45%	-08:08	1299	166	11.33%
Vanguard	Skull Basher	1462	70.66%	10.44%	02:18	144	1318	90.15%
Aeon Disk	Aghanim's Shard	1444	62.81%	4.64%	31:12	1039	405	28.05%
Kaya	Witch Blade	1433	56.04%	1.83%	13:03	221	1212	84.58%
Urn of Shadows	Black King Bar	1431	53.67%	2.05%	-10:52	2181	-750	-52.41%
Blink Dagger	Shadow Blade	1430	58.18%	4.45%	05:48	1698	-268	-18.74%
Blink Dagger	Assault Cuirass	1426	67.95%	7.94%	01:18	1433	-7	-0.49%
Shiva's Guard	Aghanim's Shard	1423	64.30%	5.46%	09:41	979	444	31.20%
Blink Dagger	Vanguard	1408	61.08%	4.00%	06:23	1065	343	24.36%
Ghost Scepter	Tranquil Boots	1405	51.25%	-0.66%	19:17	812	593	42.21%
Scythe of Vyse	Black King Bar	1402	62.84%	5.09%	21:49	845	557	39.73%
Skull Basher	Abyssal Blade	1389	70.41%	4.78%	-02:33	72	1317	94.82%
Vanguard	Abyssal Blade	1388	70.39%	5.39%	-00:15	47	1341	96.61%
Medallion of Courage	Solar Crest	1386	58.01%	1.26%	-08:59	33	1353	97.62%
Eye of Skadi	Aghanim's Shard	1384	59.61%	3.13%	09:26	1733	-349	-25.22%
Black King Bar	Mask of Madness	1380	51.45%	0.09%	06:43	668	712	51.59%
Phase Boots	Orb of Corrosion	1376	52.98%	1.95%	-02:59	676	700	50.87%
Power Treads	Skull Basher	1350	59.93%	4.26%	-19:47	1082	268	19.85%
Mjollnir	Maelstrom	1349	58.86%	5.56%	15:57	79	1270	94.14%
Hood of Defiance	Arcane Boots	1343	55.62%	1.69%	04:46	636	707	52.64%
Arcane Boots	Glimmer Cape	1336	58.31%	4.40%	-05:11	741	595	44.54%
Ghost Scepter	Arcane Boots	1328	53.77%	1.03%	04:36	860	468	35.24%
Power Treads	Refresher Orb	1324	58.38%	2.39%	-20:16	977	347	26.21%
Eul's Scepter of Divinity	Kaya	1313	60.40%	4.65%	-05:25	499	814	62.00%
Glimmer Cape	Aghanim's Shard	1305	57.62%	4.24%	-16:16	1330	-25	-1.92%
Phase Boots	Shadow Blade	1301	52.34%	0.84%	-05:05	779	522	40.12%
Blink Dagger	Hood of Defiance	1295	54.36%	-0.19%	12:47	1260	35	2.70%
Blink Dagger	Octarine Core	1290	68.29%	7.58%	-23:26	721	569	44.11%
Aghanim's Scepter	Tranquil Boots	1290	61.94%	7.49%	20:17	2136	-846	-65.58%
Crystalys	Satanic	1276	64.42%	3.66%	-19:58	218	1058	82.92%
Aghanim's Scepter	Kaya and Sange	1276	61.60%	3.78%	20:31	713	563	44.12%
Lotus Orb	Aghanim's Shard	1266	63.82%	7.08%	07:19	1105	161	12.72%
Eul's Scepter of Divinity	Tranquil Boots	1266	60.03%	6.54%	15:30	1056	210	16.59%
Arcane Boots	Kaya and Sange	1261	58.68%	2.79%	-15:26	965	296	23.47%
Blink Dagger	Urn of Shadows	1259	56.63%	4.17%	12:37	2139	-880	-69.90%
Power Treads	Assault Cuirass	1257	67.22%	9.26%	-28:19	952	305	24.26%
Blink Dagger	Orb of Corrosion	1251	55.16%	1.90%	-02:59	1474	-223	-17.83%
Daedalus	Dragon Lance	1244	60.85%	4.77%	18:17	154	1090	87.62%
Manta Style	Crystalys	1244	57.56%	2.83%	-07:47	323	921	74.04%
Echo Sabre	Aghanim's Shard	1243	51.41%	-0.23%	-23:20	942	301	24.22%
Blink Dagger	Lotus Orb	1238	62.60%	4.72%	-22:00	1219	19	1.53%
Blink Dagger	Shiva's Guard	1234	64.99%	5.02%	-05:33	1081	153	12.40%
Vladmir's Offering	Black King Bar	1233	63.18%	7.49%	07:31	1863	-630	-51.09%
Power Treads	Butterfly	1231	65.23%	7.12%	-20:11	339	892	72.46%
Sange	Yasha	1229	58.01%	3.37%	-01:42	642	587	47.76%
Force Staff	Glimmer Cape	1223	58.54%	3.81%	08:28	539	684	55.93%
Eul's Scepter of Divinity	Sange	1214	58.98%	3.42%	-10:44	631	583	48.02%
Desolator	Dragon Lance	1212	54.62%	1.81%	08:07	245	967	79.79%
Power Treads	Battle Fury	1198	47.08%	-1.85%	-08:16	402	796	66.44%
Blink Dagger	Overwhelming Blink	1193	73.01%	9.21%	-07:08	457	736	61.69%
Phase Boots	Refresher Orb	1191	63.22%	7.42%	-38:05	675	516	43.32%
Sange and Yasha	Sange	1187	57.46%	0.82%	02:12	129	1058	89.13%
Sange and Yasha	Yasha	1187	57.46%	2.00%	00:30	85	1102	92.84%

Competitive 2021-2022

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

Total observer wards destroyed: 108005