Spectral Stats - Immortal Rank Meta Trends - 7.30c - Regions - North America - Heroes

North America ☰ | Europe and CIS ☰ | Asia ☰ | China ☰

ColumnsTotalDraft stage 1Draft stage 2Draft stage 3

	Total						Draft stage 1					Draft stage 2					Draft stage 3
Hero	Mtchs	Rank	Picks	WR	Bans	WR	Rank	Picks	WR	Bans	WR	Rank	Picks	WR	Bans	WR	Rank	Picks	WR	Bans	WR
Techies	3947	95.87	562	45.37%	3385	52.29%	99.17	381	47.24%	3379	52.23%	10.74	134	41.79%	‌-	‌-	19.83	47	40.43%	‌-	‌-
Slark	3887	74.38	1619	47.81%	2268	49.78%	77.69	87	39.08%	2206	49.68%	76.86	1083	48.38%	14	57.14%	80.17	441	48.30%	6	66.67%
Sven	3553	81.82	1599	47.84%	1954	51.94%	85.95	213	40.85%	1916	51.67%	80.99	1088	49.17%	7	85.71%	76.03	292	47.95%	5	60.00%
Phantom Lancer	3504	85.95	1049	50.24%	2455	49.53%	84.30	38	36.84%	2399	49.60%	76.03	694	49.42%	11	72.73%	88.43	315	53.65%	10	40.00%
Batrider	2837	99.17	1180	53.56%	1657	51.36%	79.34	80	38.75%	1592	51.26%	85.12	304	53.62%	16	56.25%	100.00	785	55.29%	6	16.67%
Tinker	2609	83.47	886	51.35%	1723	50.09%	91.74	242	52.89%	1712	50.00%	38.02	234	47.86%	‌-	‌-	85.95	406	51.97%	‌-	‌-
Anti-Mage	2548	78.51	851	51.00%	1697	49.73%	76.03	67	49.25%	1684	49.76%	82.64	491	51.93%	2	0.00%	80.99	288	50.35%	4	50.00%
Keeper of the Light	2469	60.33	983	46.90%	1486	50.67%	85.12	721	47.85%	1469	50.85%	17.36	191	43.98%	‌-	‌-	31.40	66	43.94%	‌-	‌-
Tiny	2371	98.35	2041	52.96%	330	48.79%	72.73	835	50.30%	306	49.35%	98.35	791	54.36%	5	20.00%	95.04	388	54.38%	2	100.00%
Pangolier	2334	63.64	1797	49.03%	537	47.30%	80.99	1010	50.59%	514	47.67%	69.42	577	49.05%	7	42.86%	45.45	188	40.96%	2	50.00%
Invoker	2328	80.99	1528	50.39%	800	51.88%	66.12	421	47.27%	761	52.30%	81.82	479	52.19%	12	25.00%	90.91	617	51.38%	6	50.00%
Legion Commander	2305	92.56	1518	52.17%	787	50.95%	75.21	214	51.87%	774	51.16%	96.69	1144	52.45%	1	0.00%	71.07	156	50.64%	‌-	‌-
Nyx Assassin	2288	91.74	774	53.75%	1514	50.26%	98.35	533	55.53%	1481	50.30%	45.45	177	50.85%	7	42.86%	41.32	52	50.00%	‌-	‌-
Silencer	2285	82.64	1546	50.78%	739	51.69%	96.69	1069	52.20%	723	51.87%	60.33	323	49.54%	2	50.00%	46.28	140	43.57%	1	0.00%
Gyrocopter	2260	71.90	1805	50.25%	455	49.23%	76.86	559	52.06%	425	48.47%	90.91	980	51.33%	9	44.44%	53.72	248	42.74%	1	100.00%
Dawnbreaker	2190	68.60	1668	49.46%	522	54.21%	94.21	1154	50.26%	494	54.45%	51.24	435	47.36%	1	100.00%	47.11	64	50.00%	‌-	‌-
Void Spirit	2122	72.73	1749	50.20%	373	52.28%	66.94	307	50.81%	347	53.03%	74.38	660	49.55%	4	25.00%	89.26	768	50.39%	5	60.00%
Mars	2118	42.15	1745	46.65%	373	47.99%	56.20	431	49.65%	347	47.26%	64.46	1095	46.03%	7	57.14%	58.68	196	44.90%	5	80.00%
Pudge	2081	31.40	1676	45.17%	405	47.65%	47.93	1265	44.35%	404	47.52%	57.02	337	49.26%	‌-	‌-	22.31	69	37.68%	‌-	‌-
Storm Spirit	2044	90.91	1407	52.67%	637	49.76%	58.68	141	50.35%	585	50.26%	67.77	366	50.55%	18	44.44%	99.17	893	54.09%	10	40.00%
Viper	1970	88.43	749	53.00%	1221	50.86%	88.43	158	55.70%	1194	50.50%	70.25	330	50.91%	9	66.67%	90.08	253	54.55%	5	60.00%
Monkey King	1925	46.28	1509	47.05%	416	50.48%	40.50	548	43.80%	378	48.94%	75.21	618	49.68%	15	66.67%	76.86	332	47.89%	1	100.00%
Luna	1865	45.45	1235	47.45%	630	47.14%	42.98	187	45.45%	599	47.25%	71.90	849	48.53%	10	30.00%	57.02	196	44.39%	7	57.14%
Rubick	1853	54.55	1668	48.68%	185	46.49%	80.17	1267	50.28%	179	46.37%	36.36	305	46.23%	2	100.00%	14.88	82	30.49%	‌-	‌-
Weaver	1805	95.04	1109	53.47%	696	51.87%	90.91	252	54.37%	667	51.72%	89.26	666	51.80%	7	42.86%	95.87	186	58.60%	5	60.00%
Mirana	1802	69.42	1604	51.06%	198	44.95%	89.26	1316	51.14%	179	45.81%	65.29	226	52.65%	7	14.29%	23.14	44	43.18%	‌-	‌-
Lion	1790	61.16	1603	49.41%	187	48.66%	73.55	1327	49.36%	184	48.37%	44.63	225	49.33%	3	66.67%	42.15	44	52.27%	‌-	‌-
Night Stalker	1755	89.26	1061	52.40%	694	51.87%	64.46	166	50.00%	663	51.13%	95.04	791	52.97%	10	60.00%	66.12	92	52.17%	2	50.00%
Leshrac	1737	96.69	1344	53.42%	393	52.16%	82.64	243	54.32%	368	52.17%	80.17	466	51.72%	5	60.00%	98.35	621	54.75%	7	57.14%
Queen of Pain	1733	73.55	1399	51.47%	334	47.90%	45.45	245	48.16%	304	48.36%	90.08	446	53.36%	12	41.67%	92.56	697	51.22%	12	41.67%
Lina	1693	79.34	1355	51.44%	338	52.37%	62.81	527	49.15%	316	52.85%	72.73	325	51.69%	5	60.00%	94.21	489	53.58%	3	0.00%
Sand King	1679	65.29	1451	50.17%	228	50.00%	55.37	261	50.96%	200	50.00%	88.43	1019	50.34%	5	60.00%	64.46	160	48.13%	4	50.00%
Faceless Void	1675	67.77	1298	50.77%	377	50.66%	19.83	168	38.69%	326	50.92%	94.21	768	52.47%	21	57.14%	85.12	354	52.54%	10	40.00%
Bane	1582	100.00	1349	57.38%	233	48.93%	100.00	1186	57.59%	223	47.98%	83.47	136	58.09%	1	100.00%	8.26	13	38.46%	1	0.00%
Vengeful Spirit	1579	71.07	1161	51.34%	418	50.48%	78.51	683	50.81%	404	51.24%	84.30	409	52.57%	‌-	‌-	49.59	53	52.83%	‌-	‌-
Medusa	1568	90.08	772	54.15%	796	50.25%	59.50	54	48.15%	769	50.59%	92.56	493	53.75%	2	0.00%	93.39	219	56.16%	9	44.44%
Spirit Breaker	1564	52.07	1260	48.65%	304	51.32%	71.07	797	49.81%	301	51.50%	50.41	393	47.58%	‌-	‌-	28.10	64	42.19%	‌-	‌-
Beastmaster	1526	93.39	581	57.49%	945	48.57%	65.29	94	58.51%	908	48.57%	100.00	449	57.46%	7	57.14%	38.84	35	54.29%	4	25.00%
Timbersaw	1473	33.06	569	41.48%	904	53.21%	71.90	57	38.60%	881	53.12%	24.79	371	42.86%	2	0.00%	32.23	134	38.06%	3	66.67%
Bloodseeker	1438	55.37	810	48.64%	628	51.59%	81.82	77	58.44%	585	52.31%	49.59	454	47.14%	12	33.33%	73.55	272	47.79%	4	50.00%
Juggernaut	1428	64.46	940	50.21%	488	51.84%	46.28	87	41.38%	470	51.49%	91.74	668	52.54%	1	100.00%	62.81	174	46.55%	6	66.67%
Tusk	1417	48.76	1322	48.87%	95	44.21%	57.85	888	48.76%	87	43.68%	63.64	383	49.35%	‌-	‌-	33.88	45	48.89%	‌-	‌-
Omniknight	1406	76.86	631	53.72%	775	49.55%	95.87	494	55.47%	764	49.74%	31.40	118	50.85%	‌-	‌-	4.13	13	23.08%	1	100.00%
Templar Assassin	1353	58.68	606	50.00%	747	50.07%	53.72	51	45.10%	727	49.66%	25.62	166	46.39%	4	75.00%	84.30	384	51.82%	3	100.00%
Puck	1338	36.36	750	47.07%	588	47.11%	32.23	94	42.55%	560	47.32%	56.20	181	52.49%	8	37.50%	75.21	465	46.02%	5	20.00%
Hoodwink	1326	35.54	1152	46.53%	174	51.72%	50.41	918	45.86%	173	52.02%	43.80	193	50.26%	‌-	‌-	20.66	37	43.24%	‌-	‌-
Windranger	1306	75.21	1096	51.82%	210	53.33%	83.47	596	51.85%	202	53.47%	48.76	252	49.21%	1	100.00%	83.47	241	53.94%	‌-	‌-
Earthshaker	1240	62.81	1178	50.76%	62	38.71%	92.56	773	53.30%	60	38.33%	42.98	333	47.15%	1	100.00%	25.62	69	39.13%	‌-	‌-
Ancient Apparition	1215	52.89	761	50.33%	454	48.02%	61.16	625	49.28%	449	48.33%	52.07	95	55.79%	1	100.00%	55.37	35	60.00%	‌-	‌-
Earth Spirit	1212	77.69	1070	52.43%	142	50.00%	97.52	871	54.42%	131	51.15%	12.40	159	40.88%	4	75.00%	43.80	29	58.62%	‌-	‌-
Shadow Fiend	1179	19.01	997	45.14%	182	47.80%	38.02	244	47.54%	182	47.80%	23.97	310	43.23%	‌-	‌-	70.25	443	45.15%	‌-	‌-
Morphling	1165	39.67	771	48.25%	394	48.22%	28.93	80	45.00%	377	48.28%	52.89	458	47.38%	1	0.00%	81.82	228	51.75%	6	83.33%
Ursa	1137	66.94	741	53.04%	396	47.22%	30.58	37	51.35%	380	47.37%	79.34	435	51.95%	2	0.00%	91.74	265	54.72%	2	50.00%
Clinkz	1133	22.31	465	43.44%	668	49.55%	51.24	63	44.44%	660	49.70%	19.01	292	42.47%	4	50.00%	47.93	107	45.79%	2	50.00%
Venomancer	1097	80.17	844	53.55%	253	48.22%	54.55	244	51.64%	238	48.32%	99.17	526	55.70%	1	100.00%	35.54	67	44.78%	4	50.00%
Abaddon	1093	86.78	725	53.52%	368	53.53%	93.39	513	52.83%	347	53.60%	78.51	175	56.00%	5	60.00%	38.02	29	55.17%	1	100.00%
Lifestealer	1088	61.98	652	50.00%	436	53.90%	49.59	49	34.69%	409	54.28%	86.78	396	52.78%	4	75.00%	71.90	197	49.75%	5	20.00%
Lycan	1074	76.03	320	55.94%	754	50.66%	67.77	66	56.06%	747	50.74%	77.69	209	54.55%	1	100.00%	72.73	45	62.22%	‌-	‌-
Ember Spirit	1059	44.63	960	48.65%	99	50.51%	10.74	92	41.30%	81	54.32%	47.93	295	48.47%	1	100.00%	82.64	568	50.00%	5	0.00%
Ogre Magi	1055	84.30	972	53.19%	83	54.22%	95.04	770	53.12%	83	54.22%	73.55	164	55.49%	‌-	‌-	15.70	35	40.00%	‌-	‌-
Magnus	1026	38.84	909	48.18%	117	50.43%	20.66	245	44.90%	105	48.57%	66.94	438	49.77%	2	0.00%	74.38	220	48.64%	2	100.00%
Spectre	972	21.49	738	45.80%	234	48.29%	22.31	63	47.62%	217	48.85%	40.50	470	45.53%	6	66.67%	57.85	193	45.60%	4	0.00%
Bounty Hunter	964	47.93	785	49.17%	179	54.19%	61.98	521	49.71%	178	53.93%	26.45	207	45.89%	‌-	‌-	56.20	55	54.55%	‌-	‌-
Treant Protector	961	66.12	863	52.38%	98	44.90%	87.60	729	52.81%	96	44.79%	34.71	113	52.21%	1	0.00%	6.61	14	28.57%	1	100.00%
Shadow Shaman	924	49.59	893	49.72%	31	70.97%	63.64	756	49.60%	30	73.33%	20.66	117	47.86%	‌-	‌-	33.06	15	66.67%	‌-	‌-
Skywrath Mage	915	70.25	871	52.93%	44	40.91%	90.08	663	53.39%	44	40.91%	33.88	153	49.67%	‌-	‌-	52.89	51	54.90%	‌-	‌-
Crystal Maiden	908	43.80	865	49.25%	43	44.19%	70.25	770	50.91%	41	46.34%	6.61	85	36.47%	1	0.00%	0.83	8	12.50%	‌-	‌-
Jakiro	898	57.02	842	50.83%	56	51.79%	68.60	629	51.03%	56	51.79%	19.83	147	46.26%	‌-	‌-	77.69	54	61.11%	‌-	‌-
Sniper	860	33.88	687	48.03%	173	47.98%	43.80	177	50.85%	168	47.02%	23.14	268	43.66%	‌-	‌-	79.34	241	50.62%	1	100.00%
Lich	828	20.66	774	46.12%	54	51.85%	47.11	681	46.70%	49	53.06%	8.26	76	42.11%	‌-	‌-	9.92	12	41.67%	1	0.00%
Disruptor	822	57.85	766	50.78%	56	60.71%	86.78	641	52.26%	55	60.00%	14.05	108	45.37%	‌-	‌-	7.44	14	35.71%	‌-	‌-
Tidehunter	821	14.05	688	45.20%	133	46.62%	36.36	96	54.17%	98	46.94%	33.06	510	43.73%	19	52.63%	30.58	69	42.03%	6	66.67%
Outworld Destroyer	817	38.02	424	49.06%	393	49.11%	37.19	60	45.00%	388	49.23%	47.11	130	53.08%	‌-	‌-	68.60	233	47.64%	3	0.00%
Kunkka	817	40.50	692	48.84%	125	55.20%	19.01	67	49.25%	96	52.08%	85.95	263	54.75%	8	37.50%	66.94	352	44.03%	10	70.00%
Grimstroke	788	18.18	725	45.79%	63	60.32%	26.45	521	44.15%	60	61.67%	29.75	170	48.24%	‌-	‌-	48.76	30	60.00%	‌-	‌-
Io	777	50.41	630	50.48%	147	53.06%	69.42	546	51.28%	139	52.52%	9.92	60	46.67%	2	100.00%	10.74	21	33.33%	‌-	‌-
Huskar	762	56.20	441	53.74%	321	46.11%	21.49	38	52.63%	319	46.08%	41.32	91	54.95%	‌-	‌-	87.60	312	53.53%	‌-	‌-
Witch Doctor	731	37.19	689	48.91%	42	47.62%	52.89	586	48.29%	42	47.62%	32.23	90	53.33%	‌-	‌-	11.57	11	45.45%	‌-	‌-
Dark Willow	718	42.98	683	49.78%	35	48.57%	60.33	564	50.53%	33	48.48%	13.22	97	45.36%	‌-	‌-	17.36	17	52.94%	‌-	‌-
Axe	708	47.11	503	50.50%	205	50.73%	39.67	83	49.40%	203	51.23%	68.60	367	50.68%	‌-	‌-	44.63	53	50.94%	‌-	‌-
Undying	687	8.26	599	44.74%	88	52.27%	27.27	363	45.45%	84	52.38%	16.53	195	43.59%	1	0.00%	14.05	31	38.71%	2	50.00%
Terrorblade	679	17.36	532	46.24%	147	51.02%	9.09	92	35.87%	118	54.24%	42.15	316	47.15%	7	57.14%	67.77	122	51.64%	10	30.00%
Enigma	663	59.50	492	52.24%	171	52.63%	74.38	183	55.74%	171	52.63%	58.68	244	50.82%	‌-	‌-	36.36	63	46.03%	‌-	‌-
Dark Seer	654	87.60	540	55.19%	114	53.51%	25.62	73	53.42%	101	49.50%	95.87	413	55.21%	2	100.00%	69.42	51	56.86%	5	100.00%
Snapfire	624	29.75	570	48.60%	54	44.44%	33.06	361	47.09%	48	45.83%	53.72	159	52.83%	2	0.00%	19.01	41	41.46%	‌-	‌-
Chaos Knight	614	85.12	545	55.60%	69	46.38%	18.18	76	52.63%	67	46.27%	97.52	389	56.56%	‌-	‌-	65.29	76	53.95%	‌-	‌-
Winter Wyvern	613	32.23	405	49.14%	208	49.04%	38.84	275	46.55%	207	48.79%	37.19	89	53.93%	1	100.00%	40.50	37	54.05%	‌-	‌-
Phantom Assassin	612	19.83	515	47.38%	97	46.39%	23.97	42	61.90%	95	46.32%	30.58	363	44.63%	‌-	‌-	63.64	108	50.93%	‌-	‌-
Oracle	595	10.74	403	45.66%	192	47.92%	29.75	277	45.85%	180	48.33%	21.49	99	49.49%	1	0.00%	3.31	19	15.79%	1	100.00%
Necrophos	594	94.21	504	56.75%	90	51.11%	35.54	46	60.87%	86	48.84%	93.39	292	56.16%	‌-	‌-	86.78	162	56.79%	‌-	‌-
Clockwerk	553	11.57	506	46.05%	47	46.81%	28.10	366	46.45%	46	45.65%	14.88	120	45.00%	‌-	‌-	12.40	14	42.86%	‌-	‌-
Nature's Prophet	504	12.40	424	46.46%	80	48.75%	16.53	134	46.27%	75	50.67%	46.28	225	49.78%	1	0.00%	16.53	62	35.48%	‌-	‌-
Alchemist	499	25.62	346	50.29%	153	43.14%	8.26	67	43.28%	151	43.05%	61.16	170	52.94%	‌-	‌-	61.98	108	50.00%	‌-	‌-
Troll Warlord	485	15.70	390	47.69%	95	43.16%	1.65	32	40.63%	88	43.18%	39.67	212	49.06%	2	50.00%	52.07	140	45.71%	4	25.00%
Shadow Demon	470	6.61	397	45.09%	73	56.16%	41.32	281	47.33%	64	57.81%	4.13	83	34.94%	2	50.00%	21.49	27	48.15%	‌-	‌-
Brewmaster	464	27.27	323	48.61%	141	53.19%	48.76	53	56.60%	122	54.10%	28.93	227	46.26%	9	33.33%	37.19	39	51.28%	4	50.00%
Elder Titan	463	53.72	344	53.20%	119	51.26%	44.63	198	50.00%	114	50.88%	87.60	128	59.38%	‌-	‌-	9.09	12	33.33%	2	100.00%
Wraith King	457	30.58	371	49.87%	86	50.00%	4.13	30	43.33%	85	49.41%	55.37	236	50.85%	‌-	‌-	60.33	104	50.00%	‌-	‌-
Doom	437	28.10	378	50.00%	59	42.37%	14.88	74	52.70%	54	42.59%	59.50	220	51.36%	‌-	‌-	39.67	81	44.44%	‌-	‌-
Underlord	424	24.79	320	49.69%	104	47.12%	15.70	49	53.06%	98	46.94%	57.85	227	51.10%	‌-	‌-	18.18	42	40.48%	‌-	‌-
Dazzle	415	51.24	377	52.79%	38	55.26%	57.02	292	52.05%	38	55.26%	28.10	70	54.29%	‌-	‌-	23.97	15	60.00%	‌-	‌-
Bristleback	412	7.44	284	45.77%	128	51.56%	5.79	45	33.33%	123	52.03%	35.54	182	48.90%	‌-	‌-	29.75	55	45.45%	‌-	‌-
Naga Siren	412	97.52	286	59.79%	126	51.59%	52.07	50	62.00%	111	51.35%	71.07	141	56.03%	5	40.00%	97.52	92	65.22%	7	42.86%
Pugna	387	9.09	309	47.90%	78	43.59%	23.14	117	51.28%	74	44.59%	22.31	80	51.25%	‌-	‌-	34.71	109	41.28%	1	0.00%
Phoenix	383	2.48	353	43.91%	30	60.00%	24.79	253	46.64%	28	60.71%	5.79	81	35.80%	‌-	‌-	13.22	17	47.06%	‌-	‌-
Slardar	380	14.88	346	47.40%	34	58.82%	7.44	39	48.72%	31	58.06%	38.84	257	47.86%	‌-	‌-	24.79	48	41.67%	1	100.00%
Arc Warden	370	34.71	249	51.41%	121	50.41%	11.57	21	47.62%	116	49.14%	62.81	127	55.12%	‌-	‌-	51.24	101	47.52%	‌-	‌-
Death Prophet	355	41.32	304	52.30%	51	52.94%	31.40	89	53.93%	41	51.22%	61.98	88	57.95%	2	50.00%	54.55	126	46.83%	‌-	‌-
Drow Ranger	333	23.97	262	49.62%	71	54.93%	17.36	50	50.00%	71	54.93%	54.55	153	52.94%	‌-	‌-	26.45	59	40.68%	‌-	‌-
Razor	331	9.92	267	48.31%	64	46.88%	0.83	20	45.00%	55	45.45%	11.57	127	42.52%	1	0.00%	78.51	117	54.70%	3	66.67%
Dragon Knight	328	26.45	304	50.99%	24	37.50%	3.31	40	55.00%	23	34.78%	66.12	206	52.91%	‌-	‌-	27.27	58	41.38%	‌-	‌-
Riki	320	28.93	241	51.04%	79	51.90%	9.92	36	47.22%	76	51.32%	18.18	152	45.39%	‌-	‌-	96.69	53	69.81%	‌-	‌-
Zeus	315	4.13	221	45.25%	94	53.19%	4.96	23	34.78%	94	53.19%	4.96	40	42.50%	‌-	‌-	61.16	156	47.44%	‌-	‌-
Centaur Warrunner	280	3.31	234	45.73%	46	50.00%	6.61	44	47.73%	46	50.00%	27.27	170	47.06%	‌-	‌-	5.79	15	26.67%	‌-	‌-
Meepo	272	1.65	103	44.66%	169	50.30%	13.22	16	37.50%	169	50.30%	1.65	7	42.86%	‌-	‌-	42.98	80	46.25%	‌-	‌-
Enchantress	246	5.79	215	48.37%	31	48.39%	33.88	161	50.93%	31	48.39%	7.44	49	42.86%	‌-	‌-	1.65	5	20.00%	‌-	‌-
Broodmother	239	0.83	72	38.89%	167	46.11%	2.48	7	14.29%	167	46.11%	2.48	32	31.25%	‌-	‌-	28.93	33	51.52%	‌-	‌-
Warlock	238	4.96	221	47.51%	17	58.82%	34.71	191	49.74%	17	58.82%	3.31	27	33.33%	‌-	‌-	2.48	3	33.33%	‌-	‌-
Lone Druid	202	16.53	155	50.32%	47	59.57%	14.05	25	52.00%	47	59.57%	9.09	65	46.15%	‌-	‌-	59.50	65	53.85%	‌-	‌-
Chen	197	13.22	142	50.00%	55	58.18%	42.15	137	50.36%	55	58.18%	0.83	4	25.00%	‌-	‌-	4.96	1	100.00%	‌-	‌-
Visage	183	23.14	120	54.17%	63	50.79%	12.40	36	50.00%	62	51.61%	15.70	41	56.10%	‌-	‌-	50.41	41	56.10%	‌-	‌-

Immortal Rank Meta Trends - 7.30c

Stats for matches of Immortal rank players, data provided by Stratz.com

Average wards placed per game by Radiant: 15.7712