Spectral Stats - Top-100 Meta Trends - 7.35d - Heroes

Explain this to me

Here you can see how winrate of a player on a hero changes with more experience (number of matches played). Less experienced players had Q1 and less matches, more experienced players had Q3 and more matches. Winrate gradient represents winrate increase for every match played, winrate difference is the raw difference between winrates of less and more experienced players.

Remove low matches (3350) Remove heroes with low number of players (1107)

	Players			Matches				Less Experienced Players			More Experienced Players			Winrate Shifts
Hero	1 match	1+ matches	Total	Q1	Q3	Max	Total	Winrate	Matches avg	Players	Winrate	Matches avg	Players	Gradient	Difference
Anti-Mage	893	816	1709	2	7	53	5650	43.70%	1.24	1175	52.36%	14.03	204	0.68%	8.66%
Axe	820	528	1348	2	5	47	3284	43.15%	1.21	1036	51.33%	10.68	132	0.86%	8.18%
Bane	1097	1055	2152	2	7	125	8014	48.02%	1.24	1443	56.93%	16.42	264	0.59%	8.91%
Bloodseeker	574	323	897	2	4	93	2035	45.57%	1.20	722	54.51%	10.58	81	0.95%	8.94%
Crystal Maiden	1362	1117	2479	2	6	64	7377	43.77%	1.23	1758	51.64%	12.51	280	0.70%	7.87%
Drow Ranger	690	566	1256	2	5	63	3730	42.84%	1.23	901	54.11%	12.96	142	0.96%	11.27%
Earthshaker	822	492	1314	2	5	56	3132	47.44%	1.21	1034	53.56%	10.86	123	0.63%	6.12%
Juggernaut	482	261	743	2	5	110	1793	41.65%	1.19	593	50.73%	12.05	66	0.84%	9.08%
Mirana	951	750	1701	2	6	61	4938	43.86%	1.23	1237	52.03%	12.71	188	0.71%	8.17%
Morphling	641	856	1497	2	10	96	7921	40.85%	1.27	874	51.74%	22.31	214	0.52%	10.89%
Shadow Fiend	557	429	986	2	6	106	3079	37.96%	1.22	710	51.88%	14.44	108	1.05%	13.92%
Phantom Lancer	373	183	556	2	5	36	1226	39.27%	1.17	452	50.81%	10.76	46	1.20%	11.54%
Puck	743	840	1583	2	8	55	6487	40.46%	1.25	996	50.99%	16.89	210	0.67%	10.53%
Pudge	1325	1221	2546	2	5	135	8063	40.43%	1.25	1760	50.67%	13.42	306	0.84%	10.24%
Razor	1267	1627	2894	2	8	98	11798	42.43%	1.28	1756	51.29%	15.67	407	0.62%	8.86%
Sand King	261	107	368	2	4	81	759	41.19%	1.16	312	51.69%	11.11	27	1.06%	10.50%
Storm Spirit	560	526	1086	2	7	58	3725	44.09%	1.22	719	53.53%	14.25	132	0.72%	9.44%
Sven	592	448	1040	2	7	50	3049	40.63%	1.21	747	48.02%	12.87	112	0.63%	7.39%
Tiny	1502	1773	3275	2	7	93	12561	44.20%	1.26	2042	53.86%	15.21	444	0.69%	9.66%
Vengeful Spirit	1406	833	2239	2	5	50	4857	43.72%	1.22	1798	51.73%	9.02	209	1.03%	8.01%
Windranger	1344	1330	2674	2	6	88	8559	43.08%	1.26	1820	51.12%	12.70	333	0.70%	8.04%
Zeus	1198	1299	2497	2	7	75	9007	46.76%	1.26	1620	54.19%	14.67	325	0.55%	7.43%
Kunkka	905	994	1899	2	7	62	6831	45.35%	1.27	1246	52.91%	14.14	249	0.59%	7.56%
Lina	660	532	1192	2	6	51	3442	38.67%	1.24	865	49.11%	12.09	133	0.96%	10.44%
Lion	1268	758	2026	2	5	142	4978	41.86%	1.20	1584	52.41%	11.57	190	1.02%	10.55%
Shadow Shaman	801	513	1314	2	5	105	3443	47.90%	1.20	1001	55.09%	12.20	129	0.65%	7.19%
Slardar	1106	976	2082	2	6	89	7018	45.89%	1.23	1434	56.13%	14.89	244	0.75%	10.24%
Tidehunter	523	232	755	2	4	24	1400	40.00%	1.18	640	53.94%	8.00	58	2.04%	13.94%
Witch Doctor	422	165	587	2	6	57	1299	44.42%	1.14	493	54.17%	12.76	42	0.84%	9.75%
Lich	547	222	769	2	5	77	1577	42.56%	1.16	652	50.83%	10.98	56	0.84%	8.27%
Riki	320	135	455	2	5	88	1008	41.91%	1.16	383	53.59%	12.79	34	1.00%	11.68%
Enigma	431	360	791	2	8	88	3046	45.32%	1.21	545	55.65%	18.62	90	0.59%	10.33%
Tinker	157	96	253	2	8	205	1331	33.24%	1.15	185	51.08%	38.17	24	0.48%	17.84%
Sniper	706	545	1251	2	6	68	3755	42.82%	1.23	919	50.49%	13.88	137	0.61%	7.67%
Necrophos	372	130	502	2	5	23	994	36.52%	1.12	423	46.08%	10.61	33	1.01%	9.56%
Warlock	215	93	308	2	4	54	665	34.62%	1.17	260	54.30%	11.67	24	1.87%	19.68%
Beastmaster	287	237	524	2	7	125	1870	35.08%	1.21	362	52.08%	16.77	60	1.09%	17.00%
Queen of Pain	723	517	1240	2	5	53	3225	40.12%	1.22	926	51.45%	11.11	130	1.15%	11.33%
Venomancer	1166	992	2158	2	6	88	6606	46.96%	1.24	1530	54.85%	13.27	248	0.66%	7.89%
Faceless Void	995	1060	2055	2	7	83	7756	44.72%	1.25	1325	51.60%	15.82	265	0.47%	6.88%
Wraith King	263	77	340	2	5	28	577	42.14%	1.12	299	57.75%	8.50	20	2.12%	15.61%
Death Prophet	581	425	1006	2	5	43	2624	46.85%	1.22	747	54.44%	11.02	107	0.77%	7.59%
Phantom Assassin	434	289	723	2	5	37	1682	38.43%	1.23	562	45.58%	9.41	73	0.87%	7.15%
Pugna	776	601	1377	2	6	155	4669	42.91%	1.22	995	54.20%	16.61	151	0.73%	11.29%
Templar Assassin	515	628	1143	2	9	70	5089	44.79%	1.24	682	52.70%	17.94	157	0.47%	7.91%
Viper	729	451	1180	2	5	70	2830	44.98%	1.20	907	53.49%	10.38	113	0.93%	8.51%
Luna	1193	1215	2408	2	7	109	8737	43.23%	1.25	1589	50.93%	15.19	304	0.55%	7.70%
Dragon Knight	965	754	1719	2	5	101	4624	40.82%	1.23	1253	49.78%	10.96	189	0.92%	8.96%
Dazzle	370	186	556	2	7	288	1860	41.32%	1.14	432	56.74%	22.85	47	0.71%	15.42%
Clockwerk	923	693	1616	2	6	147	4834	45.90%	1.23	1195	52.77%	14.06	174	0.54%	6.87%
Leshrac	937	1185	2122	2	9	136	10359	47.62%	1.27	1283	56.16%	20.92	297	0.43%	8.54%
Nature's Prophet	1299	1465	2764	2	7	82	10085	42.01%	1.27	1783	51.72%	14.44	367	0.74%	9.71%
Lifestealer	1137	1229	2366	2	7	68	8764	45.69%	1.26	1531	54.45%	15.11	308	0.63%	8.76%
Dark Seer	375	345	720	2	7	61	2515	45.71%	1.23	490	55.24%	15.11	87	0.69%	9.53%
Clinkz	535	438	973	2	7	88	3350	41.62%	1.21	680	55.30%	16.30	110	0.91%	13.68%
Omniknight	762	498	1260	2	5	95	3241	42.73%	1.21	963	52.67%	11.73	125	0.94%	9.94%
Enchantress	588	516	1104	2	8	71	4341	40.50%	1.21	747	51.58%	18.72	129	0.63%	11.08%
Huskar	433	317	750	2	6	66	2238	41.59%	1.20	541	48.33%	13.54	80	0.55%	6.74%
Night Stalker	676	391	1067	2	5	46	2426	47.51%	1.20	845	53.25%	10.00	98	0.65%	5.74%
Broodmother	182	189	371	2	9	114	1648	44.67%	1.25	244	53.36%	20.10	48	0.46%	8.69%
Bounty Hunter	832	694	1526	2	6	63	4948	46.36%	1.24	1099	56.81%	14.89	174	0.77%	10.45%
Weaver	836	759	1595	2	6	91	4868	45.49%	1.26	1131	51.98%	12.73	190	0.57%	6.49%
Jakiro	579	229	808	2	4	46	1579	42.85%	1.15	685	50.34%	9.97	58	0.85%	7.49%
Batrider	761	835	1596	2	8	77	6573	44.35%	1.24	1000	50.45%	17.16	209	0.38%	6.10%
Chen	225	265	490	3	10	65	2582	40.73%	1.40	320	55.96%	22.10	67	0.74%	15.23%
Spectre	435	226	661	2	5	97	1441	46.37%	1.19	537	54.63%	10.05	57	0.93%	8.26%
Ancient Apparition	493	174	667	2	4	26	1172	43.86%	1.15	578	57.72%	8.34	44	1.93%	13.86%
Doom	1013	945	1958	2	7	77	6571	45.09%	1.25	1354	53.34%	14.32	237	0.63%	8.25%
Ursa	651	393	1044	2	5	166	2882	42.31%	1.21	819	52.36%	14.79	99	0.74%	10.05%
Spirit Breaker	984	593	1577	2	5	88	3977	43.82%	1.20	1229	51.99%	11.99	149	0.76%	8.17%
Gyrocopter	1093	1023	2116	2	7	112	7554	40.54%	1.23	1416	50.83%	15.33	256	0.73%	10.29%
Alchemist	477	287	764	2	5	29	1810	39.80%	1.20	593	52.09%	10.40	72	1.34%	12.29%
Invoker	484	494	978	2	8	79	3714	42.08%	1.25	644	49.95%	16.22	124	0.53%	7.87%
Silencer	537	211	748	2	5	56	1470	42.03%	1.14	621	50.06%	9.85	53	0.92%	8.03%
Outworld Destroyer	544	321	865	2	6	35	2116	39.90%	1.20	678	51.27%	11.09	81	1.15%	11.37%
Lycan	196	164	360	2	6	57	1067	47.08%	1.24	257	54.70%	12.61	41	0.67%	7.62%
Brewmaster	366	487	853	2	11	102	4803	45.79%	1.28	511	55.85%	23.83	122	0.45%	10.06%
Shadow Demon	993	864	1857	2	6	73	5764	44.25%	1.24	1312	52.97%	13.14	216	0.73%	8.72%
Lone Druid	127	84	211	2	9	204	1036	38.85%	1.19	157	57.54%	33.14	21	0.58%	18.69%
Chaos Knight	471	312	783	2	5	44	1899	45.03%	1.21	593	52.97%	10.12	78	0.89%	7.94%
Meepo	193	209	402	2	12	143	2372	45.63%	1.23	252	60.91%	29.26	53	0.55%	15.28%
Treant Protector	426	269	695	2	5	41	1864	46.72%	1.20	534	58.64%	12.96	68	1.01%	11.92%
Ogre Magi	467	186	653	2	4	137	1368	43.29%	1.16	559	51.44%	12.09	47	0.75%	8.15%
Undying	523	283	806	2	5	45	1937	44.74%	1.17	627	48.94%	11.46	71	0.41%	4.20%
Rubick	1408	1377	2785	2	7	55	9566	41.59%	1.25	1873	48.80%	14.37	345	0.55%	7.21%
Disruptor	1561	1456	3017	2	6	53	9653	50.29%	1.25	2083	58.77%	13.15	364	0.71%	8.48%
Nyx Assassin	936	652	1588	2	5	51	4157	46.48%	1.21	1178	53.33%	11.34	163	0.68%	6.85%
Naga Siren	283	284	567	2	6	39	1831	40.23%	1.28	394	50.61%	12.97	71	0.89%	10.38%
Keeper of the Light	654	759	1413	2	7	85	6254	41.21%	1.26	882	55.39%	19.30	190	0.79%	14.18%
Io	534	573	1107	2	8	127	5326	42.96%	1.25	710	56.30%	22.85	144	0.62%	13.34%
Visage	168	168	336	2	8	68	1381	42.11%	1.26	228	54.68%	19.00	42	0.71%	12.57%
Slark	729	559	1288	2	6	65	3745	40.55%	1.22	937	52.16%	12.89	140	0.99%	11.61%
Medusa	450	331	781	2	5	50	2025	46.58%	1.23	584	51.49%	11.01	83	0.50%	4.91%
Troll Warlord	644	539	1183	2	6	76	3833	44.68%	1.22	827	53.00%	14.45	135	0.63%	8.32%
Centaur Warrunner	1157	912	2069	2	6	82	6396	46.08%	1.22	1491	53.68%	14.12	228	0.59%	7.60%
Magnus	805	659	1464	2	6	54	4690	42.69%	1.23	1039	49.24%	14.45	165	0.50%	6.55%
Timbersaw	987	1069	2056	2	8	136	8530	38.73%	1.25	1318	49.44%	17.97	268	0.64%	10.71%
Bristleback	634	484	1118	2	5	231	3478	39.29%	1.23	826	54.41%	15.07	121	1.09%	15.12%
Tusk	962	762	1724	2	5	76	4871	41.84%	1.24	1268	52.84%	12.26	191	1.00%	11.00%
Skywrath Mage	678	341	1019	2	4	90	2251	41.93%	1.19	836	51.61%	10.93	86	0.99%	9.68%
Abaddon	703	352	1055	2	5	71	2402	43.46%	1.18	856	55.34%	11.41	88	1.16%	11.88%
Elder Titan	210	173	383	2	9	66	1476	42.19%	1.18	256	54.17%	17.45	44	0.74%	11.98%
Legion Commander	573	274	847	2	4	49	1833	45.37%	1.17	691	48.81%	10.64	69	0.36%	3.44%
Techies	948	922	1870	2	7	130	6783	40.03%	1.24	1244	51.18%	15.53	231	0.78%	11.15%
Ember Spirit	607	530	1137	2	6	72	3414	42.56%	1.25	806	52.20%	12.39	133	0.87%	9.64%
Earth Spirit	378	455	833	2	9	128	4030	40.37%	1.26	514	54.26%	21.22	114	0.70%	13.89%
Underlord	253	88	341	2	3	11	529	39.50%	1.16	300	41.28%	5.68	22	0.39%	1.78%
Terrorblade	475	377	852	2	5	55	2296	41.95%	1.24	627	51.58%	10.93	95	0.99%	9.63%
Phoenix	494	318	812	2	5	193	2559	45.09%	1.19	611	51.74%	17.41	80	0.41%	6.65%
Oracle	569	333	902	2	6	106	2509	47.57%	1.19	701	55.77%	14.85	84	0.60%	8.20%
Winter Wyvern	671	331	1002	2	5	178	2594	43.96%	1.18	819	57.82%	15.43	83	0.97%	13.86%
Arc Warden	196	137	333	2	7	86	1235	40.76%	1.21	249	54.95%	20.71	35	0.73%	14.19%
Monkey King	848	782	1630	2	7	117	5441	43.75%	1.23	1104	54.98%	14.04	196	0.88%	11.23%
Dark Willow	568	414	982	2	7	92	3163	44.07%	1.23	734	53.29%	16.19	104	0.62%	9.22%
Pangolier	799	1108	1907	2	11	168	10598	40.18%	1.27	1090	53.82%	23.23	277	0.62%	13.64%
Grimstroke	923	541	1464	2	4	39	3140	42.48%	1.20	1151	54.29%	8.51	136	1.62%	11.81%
Hoodwink	1244	1417	2661	2	8	87	11217	42.28%	1.27	1710	52.13%	18.15	355	0.58%	9.85%
Void Spirit	516	298	814	2	5	43	1766	42.00%	1.21	650	46.00%	9.19	75	0.50%	4.00%
Snapfire	699	382	1081	2	5	43	2450	42.61%	1.18	852	54.27%	10.16	96	1.30%	11.66%
Mars	1240	1304	2544	2	6	55	8202	40.80%	1.28	1718	49.40%	12.51	326	0.77%	8.60%
Dawnbreaker	527	290	817	2	5	64	2054	42.91%	1.19	649	53.21%	12.96	73	0.88%	10.30%
Marci	983	886	1869	2	6	103	5957	43.15%	1.24	1299	55.88%	13.50	222	1.04%	12.73%
Primal Beast	734	774	1508	2	8	77	6070	44.04%	1.25	981	52.64%	17.39	194	0.53%	8.60%
Muerta	419	327	746	2	6	56	2240	41.20%	1.22	540	50.47%	13.32	82	0.77%	9.27%

Top-100 Meta Trends - 7.35d

Stats for matches of Top-100 (~12k+ MMR) of Immortal leaderboard and Tier 1 pro players, data provided by Stratz.com

Average wards destroyed per game by Radiant: 11.8262