Spectral Stats - Top-100 Meta Trends - 7.35b - 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 (2980) Remove heroes with low number of players (987)

	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	723	750	1473	2	7	54	5498	44.95%	1.25	970	46.79%	15.31	188	0.13%	1.84%
Axe	504	253	757	2	5	47	1653	41.53%	1.19	620	50.98%	9.83	64	1.09%	9.45%
Bane	439	287	726	2	6	74	2027	45.45%	1.22	561	57.62%	13.24	72	1.01%	12.17%
Bloodseeker	317	169	486	2	5	43	1095	40.05%	1.18	387	53.27%	9.98	43	1.50%	13.22%
Crystal Maiden	908	649	1557	2	5	69	4044	44.68%	1.22	1166	49.11%	10.56	163	0.47%	4.43%
Drow Ranger	472	289	761	2	5	84	2011	42.79%	1.23	610	52.43%	12.90	73	0.83%	9.64%
Earthshaker	661	443	1104	2	5	62	2857	45.47%	1.22	850	54.58%	11.02	111	0.93%	9.11%
Juggernaut	534	383	917	2	5	34	2339	41.98%	1.23	692	47.41%	10.28	96	0.60%	5.43%
Mirana	476	264	740	2	5	35	1621	41.16%	1.21	605	51.31%	9.53	66	1.22%	10.15%
Morphling	569	842	1411	3	10	60	7541	38.89%	1.48	888	49.09%	19.86	211	0.55%	10.20%
Shadow Fiend	260	159	419	2	5	42	972	37.58%	1.21	330	42.70%	9.68	40	0.60%	5.12%
Phantom Lancer	332	221	553	2	5	35	1340	37.44%	1.23	430	49.51%	9.66	56	1.43%	12.07%
Puck	675	830	1505	2	9	75	7389	41.42%	1.26	909	53.90%	20.18	208	0.66%	12.48%
Pudge	1141	1227	2368	2	6	95	8081	41.28%	1.28	1583	50.68%	13.00	307	0.80%	9.40%
Razor	617	499	1116	2	5	84	3148	39.10%	1.24	812	51.05%	11.51	125	1.16%	11.95%
Sand King	200	88	288	2	6	25	583	44.29%	1.18	245	63.41%	9.45	22	2.31%	19.12%
Storm Spirit	538	669	1207	2	7	123	5159	45.10%	1.27	735	49.84%	16.80	168	0.31%	4.74%
Sven	347	235	582	2	6	51	1711	42.60%	1.17	419	49.92%	13.15	59	0.61%	7.32%
Tiny	1121	1314	2435	2	7	55	8971	41.49%	1.27	1540	53.71%	13.85	329	0.97%	12.22%
Vengeful Spirit	1649	1811	3460	2	6	61	11911	45.99%	1.27	2271	54.13%	13.05	453	0.69%	8.14%
Windranger	1208	1594	2802	2	7	129	11472	42.39%	1.27	1663	52.84%	14.75	399	0.78%	10.45%
Zeus	835	771	1606	2	5	78	4715	44.94%	1.26	1136	51.17%	11.06	193	0.64%	6.23%
Kunkka	399	310	709	2	6	53	2145	42.96%	1.20	497	47.36%	12.65	78	0.38%	4.40%
Lina	795	855	1650	2	7	82	6397	39.83%	1.26	1072	51.62%	15.39	214	0.83%	11.79%
Lion	1640	1908	3548	2	6	61	12644	45.04%	1.28	2280	55.18%	13.16	477	0.85%	10.14%
Shadow Shaman	633	354	987	2	5	72	2384	46.01%	1.20	790	56.72%	11.15	89	1.08%	10.71%
Slardar	791	525	1316	2	6	48	3698	42.41%	1.21	995	52.03%	12.85	132	0.83%	9.62%
Tidehunter	753	523	1276	2	4	47	2990	47.12%	1.24	991	54.19%	9.14	131	0.89%	7.07%
Witch Doctor	493	221	714	2	4	35	1468	42.06%	1.18	598	49.95%	9.64	56	0.93%	7.89%
Lich	472	226	698	2	4	95	1563	41.94%	1.18	577	50.82%	11.02	57	0.90%	8.88%
Riki	259	114	373	2	5	141	971	46.78%	1.17	311	56.77%	16.52	29	0.65%	9.99%
Enigma	405	462	867	2	8	69	3538	44.23%	1.25	537	57.54%	15.87	116	0.91%	13.31%
Tinker	113	72	185	2	7	91	959	28.68%	1.17	136	52.35%	35.33	18	0.69%	23.67%
Sniper	361	208	569	2	4	34	1202	39.30%	1.24	472	55.18%	8.56	52	2.17%	15.88%
Necrophos	303	154	457	2	4	39	907	44.20%	1.20	379	48.55%	8.13	39	0.63%	4.35%
Warlock	205	96	301	2	6	29	683	39.96%	1.16	244	50.80%	11.00	24	1.10%	10.84%
Beastmaster	242	178	420	2	8	42	1350	34.80%	1.18	296	51.92%	14.22	45	1.31%	17.12%
Queen of Pain	654	646	1300	2	7	64	4432	41.56%	1.25	877	50.12%	13.42	162	0.70%	8.56%
Venomancer	767	572	1339	2	5	83	4046	45.27%	1.23	993	52.71%	14.14	143	0.58%	7.44%
Faceless Void	1013	1280	2293	2	9	67	10903	47.20%	1.26	1375	55.62%	19.12	320	0.47%	8.42%
Wraith King	268	103	371	2	4	28	638	36.70%	1.18	327	53.19%	7.19	26	2.74%	16.49%
Death Prophet	739	655	1394	2	5	62	4012	47.69%	1.26	996	55.48%	11.18	164	0.79%	7.79%
Phantom Assassin	266	119	385	2	4	19	738	35.89%	1.17	319	44.97%	7.90	30	1.35%	9.08%
Pugna	974	996	1970	2	6	95	7101	45.42%	1.27	1332	55.65%	14.96	249	0.75%	10.23%
Templar Assassin	440	550	990	2	8	64	4121	39.13%	1.28	607	49.32%	15.87	138	0.70%	10.19%
Viper	833	776	1609	2	6	57	4860	44.90%	1.25	1108	54.59%	11.43	194	0.95%	9.69%
Luna	874	1021	1895	2	7	70	7214	40.46%	1.27	1190	49.12%	14.25	256	0.67%	8.66%
Dragon Knight	1038	1072	2110	2	5	37	6236	46.10%	1.26	1409	53.88%	10.48	268	0.84%	7.78%
Dazzle	207	92	299	2	5	44	649	41.94%	1.17	248	53.18%	11.30	23	1.11%	11.24%
Clockwerk	637	357	994	2	5	41	2271	45.77%	1.20	792	55.28%	9.83	90	1.10%	9.51%
Leshrac	123	37	160	2	3	24	278	42.71%	1.15	144	52.50%	8.60	10	1.31%	9.79%
Nature's Prophet	1190	1138	2328	2	5	41	6592	50.46%	1.28	1642	54.06%	10.15	285	0.41%	3.60%
Lifestealer	501	302	803	2	5	47	1931	43.12%	1.20	625	53.19%	10.36	76	1.10%	10.07%
Dark Seer	321	240	561	2	7	65	1856	52.00%	1.20	401	55.34%	15.33	60	0.24%	3.34%
Clinkz	453	365	818	2	6	55	2563	38.05%	1.23	590	54.03%	13.76	92	1.28%	15.98%
Omniknight	292	147	439	2	5	72	1032	41.88%	1.18	357	50.38%	11.62	37	0.81%	8.50%
Enchantress	548	577	1125	2	8	58	4715	36.71%	1.25	726	49.54%	18.02	145	0.77%	12.83%
Huskar	435	428	863	2	7	64	3096	39.71%	1.22	559	50.34%	14.66	107	0.79%	10.63%
Night Stalker	461	257	718	2	4	37	1484	44.45%	1.21	586	53.27%	8.02	65	1.30%	8.82%
Broodmother	166	148	314	2	8	45	1180	33.98%	1.19	206	54.71%	15.89	37	1.41%	20.73%
Bounty Hunter	750	524	1274	2	5	120	3778	43.04%	1.21	948	53.87%	13.95	131	0.85%	10.83%
Weaver	562	470	1032	2	5	93	3117	43.27%	1.24	743	52.60%	13.07	118	0.79%	9.33%
Jakiro	643	310	953	2	4	43	1963	43.59%	1.18	788	51.48%	9.18	78	0.99%	7.89%
Batrider	702	1009	1711	2	9	92	8358	42.91%	1.28	980	52.34%	18.53	253	0.55%	9.43%
Chen	322	473	795	3	12	118	5085	38.95%	1.51	507	54.69%	26.45	119	0.63%	15.74%
Spectre	594	415	1009	2	5	41	2554	41.90%	1.22	759	52.03%	10.22	104	1.13%	10.13%
Ancient Apparition	625	338	963	2	5	67	2234	45.54%	1.19	773	53.39%	10.80	85	0.82%	7.85%
Doom	1043	1208	2251	2	7	80	8248	46.98%	1.28	1440	55.50%	13.89	302	0.68%	8.52%
Ursa	574	384	958	2	6	46	2522	40.31%	1.22	738	52.46%	11.47	96	1.19%	12.15%
Spirit Breaker	1248	1367	2615	2	6	53	8459	41.91%	1.27	1700	51.85%	11.52	342	0.97%	9.94%
Gyrocopter	713	629	1342	2	6	92	4637	41.81%	1.23	922	52.41%	15.00	158	0.77%	10.60%
Alchemist	416	355	771	2	6	38	2333	38.98%	1.24	549	51.74%	12.26	89	1.16%	12.76%
Invoker	530	591	1121	2	9	67	4911	42.00%	1.26	719	52.63%	18.34	148	0.62%	10.63%
Silencer	474	210	684	2	4	34	1299	43.11%	1.19	588	49.91%	8.19	53	0.97%	6.80%
Outworld Destroyer	673	608	1281	2	6	52	3928	42.21%	1.24	886	50.39%	12.03	152	0.76%	8.18%
Lycan	174	90	264	2	5	24	564	39.57%	1.18	211	53.86%	8.26	23	2.02%	14.29%
Brewmaster	242	255	497	2	8	81	2188	42.57%	1.25	323	53.64%	20.23	64	0.58%	11.07%
Shadow Demon	601	400	1001	2	5	45	2311	46.96%	1.22	774	52.37%	8.80	100	0.71%	5.41%
Lone Druid	270	309	579	2	8	124	2980	39.59%	1.27	370	58.27%	23.51	78	0.84%	18.68%
Chaos Knight	89	33	122	2	4	10	208	37.62%	1.15	105	41.64%	5.89	9	0.85%	4.02%
Meepo	298	462	760	3	15	114	6203	40.44%	1.44	436	57.70%	33.41	116	0.54%	17.26%
Treant Protector	662	577	1239	2	6	97	3979	47.49%	1.25	878	56.12%	13.76	145	0.69%	8.63%
Ogre Magi	347	159	506	2	4	22	954	40.14%	1.19	426	53.25%	7.45	40	2.09%	13.11%
Undying	318	244	562	2	5	67	1615	44.40%	1.24	420	51.49%	12.85	61	0.61%	7.09%
Rubick	1225	1242	2467	2	6	115	8067	41.63%	1.26	1661	49.12%	12.59	311	0.66%	7.49%
Disruptor	436	163	599	2	4	40	1149	44.13%	1.16	520	54.17%	9.83	41	1.16%	10.04%
Nyx Assassin	891	676	1567	2	5	84	4158	42.96%	1.24	1172	56.66%	10.82	169	1.43%	13.70%
Naga Siren	344	412	756	2	7	53	2964	44.56%	1.27	469	52.19%	14.92	103	0.56%	7.63%
Keeper of the Light	508	517	1025	2	8	52	4075	40.53%	1.22	655	55.38%	16.15	130	0.99%	14.85%
Io	279	196	475	2	6	120	1901	39.66%	1.21	353	50.15%	22.82	49	0.49%	10.49%
Visage	289	259	548	2	7	71	1998	38.74%	1.23	373	52.31%	15.95	65	0.92%	13.57%
Slark	790	877	1667	2	8	70	6763	45.30%	1.27	1086	56.54%	16.58	220	0.73%	11.24%
Medusa	471	433	904	2	6	34	2729	44.07%	1.25	624	53.92%	11.55	109	0.96%	9.85%
Troll Warlord	635	589	1224	2	7	74	4290	44.00%	1.23	825	51.58%	14.61	148	0.57%	7.58%
Centaur Warrunner	965	890	1855	2	6	123	6378	47.61%	1.24	1277	55.23%	14.72	223	0.57%	7.62%
Magnus	810	942	1752	2	7	88	6759	42.55%	1.27	1108	51.47%	14.89	236	0.65%	8.92%
Timbersaw	814	1083	1897	2	9	84	9158	43.63%	1.27	1122	52.19%	19.12	271	0.48%	8.56%
Bristleback	76	31	107	2	5	48	249	31.61%	1.13	87	50.51%	12.63	8	1.64%	18.90%
Tusk	967	927	1894	2	6	109	5884	43.38%	1.25	1291	47.73%	11.88	232	0.41%	4.35%
Skywrath Mage	640	304	944	2	4	32	1932	41.26%	1.20	801	49.76%	9.42	76	1.03%	8.50%
Abaddon	885	744	1629	2	5	51	4491	43.67%	1.26	1193	52.53%	10.81	186	0.93%	8.86%
Elder Titan	198	130	328	2	4	56	903	41.67%	1.23	258	58.46%	13.79	33	1.34%	16.79%
Legion Commander	516	272	788	2	4	31	1684	42.00%	1.20	644	50.73%	9.24	68	1.09%	8.73%
Techies	712	907	1619	2	8	64	7024	42.88%	1.28	983	52.05%	16.87	227	0.59%	9.17%
Ember Spirit	902	1149	2051	2	9	184	10460	41.65%	1.28	1245	55.85%	21.26	288	0.71%	14.20%
Earth Spirit	216	140	356	2	8	85	1430	46.27%	1.19	268	52.51%	23.80	35	0.28%	6.24%
Underlord	172	36	208	2	4	15	313	41.67%	1.08	186	60.62%	7.78	9	2.83%	18.95%
Terrorblade	259	240	499	2	6	25	1412	38.86%	1.26	350	47.60%	10.17	60	0.98%	8.74%
Phoenix	623	554	1177	2	6	250	4541	40.08%	1.22	796	53.18%	18.01	139	0.78%	13.10%
Oracle	355	180	535	2	5	82	1260	47.11%	1.18	432	57.05%	11.42	45	0.97%	9.94%
Winter Wyvern	951	973	1924	2	6	66	6415	42.75%	1.26	1283	57.67%	12.57	244	1.32%	14.92%
Arc Warden	356	408	764	2	9	88	3802	40.84%	1.23	464	55.15%	20.99	102	0.72%	14.31%
Monkey King	698	694	1392	2	6	87	4917	41.11%	1.26	945	52.22%	14.31	174	0.85%	11.11%
Dark Willow	437	297	734	2	5	90	2093	40.45%	1.21	550	53.58%	13.23	75	1.09%	13.13%
Pangolier	556	654	1210	2	9	56	5579	40.61%	1.24	735	54.56%	18.83	164	0.79%	13.95%
Grimstroke	1083	762	1845	2	5	111	4879	41.37%	1.22	1391	53.77%	11.19	191	1.24%	12.40%
Hoodwink	1014	1295	2309	2	8	90	10228	42.79%	1.29	1421	52.30%	17.73	324	0.58%	9.51%
Void Spirit	530	439	969	2	5	57	2613	41.73%	1.24	701	48.81%	10.03	110	0.81%	7.08%
Snapfire	720	480	1200	2	5	53	2980	35.52%	1.23	932	46.01%	10.38	120	1.15%	10.49%
Mars	1009	1046	2055	2	7	63	7503	38.98%	1.25	1339	48.69%	14.71	262	0.72%	9.71%
Dawnbreaker	492	292	784	2	5	39	2003	42.21%	1.19	610	50.98%	11.82	73	0.83%	8.77%
Marci	629	487	1116	2	5	49	3117	40.67%	1.24	825	54.77%	11.56	122	1.37%	14.10%
Primal Beast	603	604	1207	2	7	49	4262	42.44%	1.26	820	53.59%	14.48	151	0.84%	11.15%
Muerta	429	345	774	2	5	94	2424	40.14%	1.24	568	52.76%	14.14	87	0.98%	12.62%

Top-100 Meta Trends - 7.35b

Stats for matches of Top-100 (~10k+ MMR) of Immortal leaderboard and Tier 1 pro players, data provided by Stratz.com

Average Roshan kills per game by Radiant: 0.7225