Spectral Stats - Top-100 Meta Trends - 7.34d - 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 (2366) Remove heroes with low number of players (916)

	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	355	197	552	2	5	33	1280	44.04%	1.19	436	53.29%	10.70	50	0.97%	9.25%
Axe	799	494	1293	2	5	33	2858	44.30%	1.22	1027	47.66%	9.08	124	0.43%	3.36%
Bane	555	397	952	2	6	67	2667	46.48%	1.20	696	55.65%	12.42	100	0.82%	9.17%
Bloodseeker	423	201	624	2	5	26	1242	43.04%	1.18	517	51.66%	8.73	51	1.14%	8.62%
Crystal Maiden	448	181	629	2	4	39	1139	41.04%	1.17	541	47.70%	8.17	46	0.95%	6.66%
Drow Ranger	306	121	427	2	4	26	750	46.33%	1.17	368	50.39%	7.52	31	0.64%	4.06%
Earthshaker	976	773	1749	2	5	45	4568	44.99%	1.24	1288	51.43%	10.14	194	0.72%	6.44%
Juggernaut	249	89	338	2	4	31	587	41.38%	1.14	290	47.82%	7.78	23	0.97%	6.44%
Mirana	410	170	580	2	4	36	993	42.51%	1.17	494	52.31%	6.53	43	1.83%	9.80%
Morphling	435	544	979	2	8	60	3855	37.82%	1.26	587	48.98%	14.34	136	0.85%	11.16%
Shadow Fiend	352	245	597	2	5	48	1385	37.31%	1.24	461	49.55%	9.06	62	1.57%	12.24%
Phantom Lancer	491	336	827	2	5	84	1949	39.79%	1.21	622	53.51%	9.31	84	1.69%	13.72%
Puck	582	632	1214	2	8	54	4613	42.99%	1.25	777	52.28%	15.38	158	0.66%	9.29%
Pudge	1044	755	1799	2	5	43	4679	40.41%	1.23	1350	49.54%	10.92	189	0.94%	9.13%
Razor	537	321	858	2	4	48	1820	40.78%	1.23	694	48.89%	8.60	81	1.10%	8.11%
Sand King	251	110	361	2	5	60	782	44.07%	1.15	295	53.76%	11.04	28	0.98%	9.69%
Storm Spirit	433	367	800	2	6	34	2333	43.00%	1.22	557	52.11%	11.35	92	0.90%	9.11%
Sven	577	485	1062	2	6	48	2960	37.84%	1.25	765	50.84%	11.07	122	1.32%	13.00%
Tiny	496	232	728	2	4	27	1337	40.83%	1.19	611	49.55%	7.16	58	1.46%	8.72%
Vengeful Spirit	1417	1197	2614	2	5	54	7332	42.56%	1.24	1876	51.12%	11.42	300	0.84%	8.56%
Windranger	517	270	787	2	5	86	1910	44.69%	1.18	631	56.27%	12.56	68	1.02%	11.58%
Zeus	794	520	1314	2	6	43	3582	45.01%	1.22	1012	54.78%	13.05	130	0.83%	9.77%
Kunkka	1050	1341	2391	2	8	60	9832	46.93%	1.27	1433	58.31%	15.74	336	0.79%	11.38%
Lina	748	617	1365	2	6	71	4050	41.74%	1.23	969	50.48%	12.44	155	0.78%	8.74%
Lion	606	284	890	2	4	24	1614	43.49%	1.20	753	50.24%	7.08	71	1.15%	6.75%
Shadow Shaman	358	196	554	2	4	39	1162	45.52%	1.20	446	49.20%	8.88	49	0.48%	3.68%
Slardar	629	426	1055	2	5	114	2883	45.69%	1.23	813	55.67%	13.20	107	0.83%	9.98%
Tidehunter	832	479	1311	2	5	30	2802	41.52%	1.20	1044	49.32%	8.62	120	1.05%	7.80%
Witch Doctor	843	542	1385	2	6	124	3683	45.86%	1.22	1074	55.92%	12.76	136	0.87%	10.06%
Lich	553	231	784	2	5	44	1520	42.11%	1.18	672	52.33%	9.40	58	1.24%	10.22%
Riki	358	172	530	2	5	60	1194	41.55%	1.17	432	56.95%	11.49	43	1.49%	15.40%
Enigma	212	133	345	2	5	35	807	42.01%	1.21	269	56.20%	10.00	34	1.61%	14.19%
Tinker	175	145	320	2	7	91	1344	37.39%	1.23	226	55.54%	22.49	37	0.85%	18.15%
Sniper	266	118	384	2	4	29	737	41.59%	1.19	327	53.52%	8.60	30	1.61%	11.93%
Necrophos	1066	1024	2090	2	5	81	5955	42.76%	1.28	1471	52.37%	10.84	256	1.01%	9.61%
Warlock	694	562	1256	2	5	134	3512	37.71%	1.27	948	49.12%	12.18	141	1.05%	11.41%
Beastmaster	221	119	340	2	6	37	834	38.69%	1.19	274	54.58%	12.60	30	1.39%	15.89%
Queen of Pain	759	664	1423	2	6	71	4101	40.25%	1.24	1005	53.46%	11.54	166	1.28%	13.21%
Venomancer	637	364	1001	2	5	139	2435	43.97%	1.21	804	58.38%	11.89	91	1.35%	14.41%
Faceless Void	832	1025	1857	2	7	72	7302	45.03%	1.29	1168	56.32%	15.56	257	0.79%	11.29%
Wraith King	1076	1104	2180	2	6	53	6742	42.66%	1.28	1492	51.71%	11.71	276	0.87%	9.05%
Death Prophet	282	146	428	2	5	21	930	44.66%	1.16	337	49.30%	9.43	37	0.56%	4.64%
Phantom Assassin	712	521	1233	2	5	34	2947	33.08%	1.24	937	46.03%	9.29	131	1.61%	12.95%
Pugna	998	1227	2225	2	9	103	10160	46.54%	1.27	1358	53.61%	18.98	307	0.40%	7.07%
Templar Assassin	603	758	1361	2	8	75	5523	39.84%	1.26	817	52.44%	15.11	190	0.91%	12.60%
Viper	449	230	679	2	4	19	1320	44.90%	1.20	559	53.88%	7.71	58	1.38%	8.98%
Luna	798	892	1690	2	7	64	6114	39.24%	1.27	1087	51.01%	13.85	223	0.94%	11.77%
Dragon Knight	252	97	349	2	4	20	602	39.53%	1.16	301	52.79%	7.24	25	2.18%	13.26%
Dazzle	783	760	1543	2	7	51	5011	38.18%	1.24	1032	55.51%	12.66	190	1.52%	17.33%
Clockwerk	655	400	1055	2	4	44	2205	41.74%	1.23	854	51.61%	8.27	100	1.40%	9.87%
Leshrac	237	110	347	2	5	21	721	41.76%	1.15	279	50.46%	9.18	28	1.08%	8.70%
Nature's Prophet	1249	1495	2744	2	7	50	9652	46.46%	1.29	1753	53.32%	12.95	374	0.59%	6.86%
Lifestealer	750	618	1368	2	6	49	3927	42.91%	1.23	980	52.84%	11.90	155	0.93%	9.93%
Dark Seer	224	145	369	2	6	23	914	51.27%	1.19	275	54.00%	10.16	37	0.30%	2.73%
Clinkz	313	202	515	2	6	123	1622	38.38%	1.18	383	51.63%	16.75	51	0.85%	13.25%
Omniknight	326	182	508	2	5	81	1247	39.65%	1.18	396	52.31%	11.89	46	1.18%	12.66%
Enchantress	502	384	886	2	6	32	2498	34.43%	1.21	639	49.31%	11.72	96	1.42%	14.88%
Huskar	382	373	755	2	7	71	2555	47.15%	1.25	509	55.01%	13.76	94	0.63%	7.86%
Night Stalker	712	413	1125	2	4	46	2366	45.67%	1.21	901	52.75%	8.47	104	0.98%	7.08%
Broodmother	118	90	208	2	7	30	657	41.78%	1.22	152	58.27%	14.30	23	1.26%	16.49%
Bounty Hunter	742	583	1325	2	6	66	4168	45.62%	1.23	958	54.83%	14.35	146	0.70%	9.21%
Weaver	1185	1452	2637	2	7	66	10189	44.72%	1.26	1611	51.85%	14.67	363	0.53%	7.13%
Jakiro	685	372	1057	2	5	28	2269	45.49%	1.18	832	52.31%	8.96	93	0.88%	6.82%
Batrider	251	161	412	2	5	58	1090	39.94%	1.21	318	52.11%	12.54	41	1.07%	12.17%
Chen	182	188	370	2	9	68	1725	43.53%	1.22	232	57.34%	21.57	47	0.68%	13.81%
Spectre	1050	1303	2353	2	8	105	10005	45.06%	1.27	1436	54.07%	17.10	326	0.57%	9.01%
Ancient Apparition	1148	998	2146	2	6	78	6906	45.20%	1.23	1489	54.71%	13.85	250	0.75%	9.51%
Doom	556	275	831	2	5	21	1656	43.54%	1.18	681	56.38%	8.23	69	1.82%	12.84%
Ursa	591	330	921	2	5	84	2109	40.23%	1.19	727	53.21%	10.27	83	1.43%	12.98%
Spirit Breaker	1300	1025	2325	2	5	32	5441	49.97%	1.25	1731	54.86%	8.17	257	0.71%	4.89%
Gyrocopter	354	165	519	2	5	32	1128	41.41%	1.17	425	54.27%	10.62	42	1.36%	12.86%
Alchemist	330	167	497	2	5	59	1146	44.12%	1.19	408	52.09%	11.69	42	0.76%	7.97%
Invoker	779	979	1758	2	8	62	7900	42.23%	1.26	1055	53.29%	18.08	245	0.66%	11.06%
Silencer	625	291	916	2	4	36	1771	43.33%	1.17	757	50.85%	8.29	73	1.06%	7.52%
Outworld Destroyer	629	558	1187	2	6	57	3744	44.30%	1.24	824	51.93%	13.34	140	0.63%	7.63%
Lycan	111	78	189	2	5	25	461	49.29%	1.21	141	67.43%	9.20	20	2.27%	18.14%
Brewmaster	424	457	881	2	9	76	4055	40.84%	1.22	546	57.72%	20.35	115	0.88%	16.88%
Shadow Demon	658	326	984	2	4	30	1874	43.73%	1.21	830	52.49%	7.87	82	1.32%	8.76%
Lone Druid	398	488	886	2	10	107	4969	40.32%	1.25	532	57.55%	25.56	122	0.71%	17.23%
Chaos Knight	1218	1429	2647	2	8	53	10029	46.58%	1.26	1638	56.98%	14.34	358	0.80%	10.40%
Meepo	95	84	179	3	9	55	807	41.35%	1.41	133	57.26%	22.57	21	0.75%	15.91%
Treant Protector	1178	1487	2665	2	8	59	11095	50.88%	1.28	1639	61.06%	16.35	372	0.68%	10.18%
Ogre Magi	573	394	967	2	5	66	2283	40.97%	1.24	753	49.89%	9.78	99	1.04%	8.92%
Undying	478	290	768	2	6	50	1851	40.89%	1.20	598	50.18%	10.59	73	0.99%	9.29%
Rubick	1177	986	2163	2	5	52	5960	43.08%	1.25	1560	49.18%	11.00	247	0.63%	6.10%
Disruptor	499	176	675	2	4	57	1245	40.53%	1.17	602	49.50%	10.25	44	0.99%	8.97%
Nyx Assassin	681	441	1122	2	5	63	2818	45.37%	1.22	875	57.31%	11.48	111	1.16%	11.94%
Naga Siren	374	421	795	2	7	94	2955	43.20%	1.26	507	57.45%	14.32	106	1.09%	14.25%
Keeper of the Light	553	416	969	2	7	57	3179	43.08%	1.22	708	53.00%	16.28	104	0.66%	9.92%
Io	228	151	379	2	6	128	1290	41.64%	1.21	287	52.12%	19.55	38	0.57%	10.48%
Visage	157	131	288	2	5	49	941	43.27%	1.25	208	56.00%	15.79	33	0.88%	12.73%
Slark	659	610	1269	2	5	46	3839	40.91%	1.24	869	53.80%	12.07	153	1.19%	12.89%
Medusa	97	25	122	2	4	14	193	42.13%	1.10	108	46.37%	7.29	7	0.68%	4.24%
Troll Warlord	413	249	662	2	5	44	1542	41.70%	1.22	530	55.30%	10.48	63	1.47%	13.60%
Centaur Warrunner	1077	1093	2170	2	6	82	7448	44.01%	1.25	1445	55.99%	14.16	274	0.93%	11.98%
Magnus	655	704	1359	2	7	70	4610	39.00%	1.26	886	49.67%	12.88	176	0.92%	10.67%
Timbersaw	347	156	503	2	6	44	1181	30.73%	1.15	410	44.31%	12.64	39	1.18%	13.58%
Bristleback	1042	1184	2226	2	7	121	8866	36.49%	1.27	1425	50.67%	16.56	296	0.93%	14.18%
Tusk	978	961	1939	2	6	42	6151	43.44%	1.25	1310	52.06%	12.41	241	0.77%	8.62%
Skywrath Mage	1145	826	1971	2	4	52	4719	43.94%	1.24	1510	49.66%	9.62	207	0.68%	5.72%
Abaddon	265	135	400	2	4	36	795	50.78%	1.18	322	54.52%	8.15	34	0.54%	3.74%
Elder Titan	148	97	245	2	6	40	770	49.73%	1.20	184	52.83%	15.76	25	0.21%	3.10%
Legion Commander	1007	667	1674	2	5	129	4412	43.48%	1.20	1265	51.90%	12.07	167	0.77%	8.42%
Techies	226	141	367	2	4	33	856	36.94%	1.22	291	51.54%	10.19	36	1.63%	14.60%
Ember Spirit	378	240	618	2	6	27	1513	38.22%	1.20	471	46.14%	10.22	60	0.88%	7.92%
Earth Spirit	621	890	1511	2	8	166	7463	41.08%	1.28	863	52.43%	19.61	223	0.62%	11.35%
Underlord	142	34	176	2	3	4	223	45.43%	1.13	164	36.11%	3.11	9	-4.71%	-9.32%
Terrorblade	364	289	653	2	5	26	1644	40.78%	1.23	472	46.54%	9.34	73	0.71%	5.76%
Phoenix	789	801	1590	2	7	143	6031	40.60%	1.25	1058	51.26%	16.33	201	0.71%	10.66%
Oracle	343	139	482	2	5	34	977	45.26%	1.17	411	57.23%	10.49	35	1.28%	11.97%
Winter Wyvern	273	91	364	2	5	55	813	40.82%	1.14	316	55.76%	15.91	23	1.01%	14.94%
Arc Warden	135	124	259	2	8	56	1098	40.45%	1.24	178	52.43%	20.74	31	0.61%	11.98%
Monkey King	644	566	1210	2	6	70	3618	44.40%	1.23	840	53.46%	12.06	142	0.84%	9.06%
Dark Willow	1103	1123	2226	2	6	48	7556	37.73%	1.26	1492	52.30%	13.79	281	1.16%	14.57%
Pangolier	715	807	1522	2	7	51	5848	39.47%	1.27	978	51.22%	15.47	202	0.83%	11.75%
Grimstroke	1419	1662	3081	2	7	69	11392	42.66%	1.26	1920	52.54%	14.17	416	0.77%	9.88%
Hoodwink	369	239	608	2	5	51	1604	40.30%	1.21	469	53.46%	12.28	60	1.19%	13.16%
Void Spirit	433	316	749	2	5	65	1995	37.19%	1.23	562	49.53%	11.70	79	1.18%	12.34%
Snapfire	631	266	897	2	4	26	1615	38.94%	1.17	764	48.70%	7.60	67	1.52%	9.76%
Mars	439	213	652	2	4	25	1298	37.67%	1.17	527	46.85%	8.41	54	1.27%	9.18%
Dawnbreaker	1049	878	1927	2	5	50	5197	41.22%	1.23	1361	52.08%	10.39	220	1.19%	10.86%
Marci	507	384	891	2	6	88	2855	41.44%	1.22	648	54.17%	15.64	96	0.88%	12.73%
Primal Beast	994	1278	2272	2	8	78	9854	42.83%	1.27	1353	53.96%	17.22	320	0.70%	11.13%
Muerta	1217	1710	2927	2	9	71	13824	40.26%	1.28	1679	52.46%	17.91	428	0.73%	12.20%

Top-100 Meta Trends - 7.34d

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

Average couriers killed per game by Dire: 1.5844