Spectral Stats - Top 1000 Meta Trends - 7.33e - 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 (3388) Remove heroes with low number of players (1221)

	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	992	516	1508	2	4	59	2944	43.51%	1.19	1232	50.42%	7.46	129	1.10%	6.91%
Axe	1387	803	2190	2	4	50	4704	42.17%	1.22	1768	50.41%	8.95	201	1.07%	8.24%
Bane	470	213	683	2	5	44	1493	44.76%	1.18	572	52.76%	11.30	54	0.79%	8.00%
Bloodseeker	1453	1335	2788	2	5	69	8371	44.94%	1.26	1957	53.44%	11.98	334	0.79%	8.50%
Crystal Maiden	1199	652	1851	2	4	59	3880	45.36%	1.21	1521	52.80%	9.07	163	0.95%	7.44%
Drow Ranger	1183	906	2089	2	5	43	5461	40.93%	1.24	1560	50.34%	10.48	227	1.02%	9.41%
Earthshaker	1250	706	1956	2	4	42	4404	48.59%	1.20	1562	55.15%	9.95	177	0.75%	6.56%
Juggernaut	1538	1193	2731	2	5	55	6826	43.09%	1.24	2012	50.08%	9.24	299	0.87%	6.99%
Mirana	1420	836	2256	2	5	46	5107	43.97%	1.21	1800	51.09%	9.85	209	0.82%	7.12%
Morphling	824	914	1738	2	6	45	6107	36.49%	1.26	1118	49.48%	13.44	229	1.07%	12.99%
Shadow Fiend	901	655	1556	2	5	48	4100	39.43%	1.21	1140	50.55%	10.74	164	1.17%	11.12%
Phantom Lancer	1009	743	1752	2	5	50	4622	42.66%	1.22	1287	55.45%	10.77	186	1.34%	12.79%
Puck	841	648	1489	2	5	86	3984	46.38%	1.24	1106	53.93%	10.95	162	0.78%	7.55%
Pudge	1663	1316	2979	2	5	64	8152	40.72%	1.23	2171	50.49%	11.10	329	0.99%	9.77%
Razor	911	558	1469	2	5	44	3481	44.09%	1.20	1142	52.05%	9.99	140	0.91%	7.96%
Sand King	403	131	534	2	4	76	1055	42.49%	1.14	466	53.83%	12.33	33	1.01%	11.34%
Storm Spirit	1180	1226	2406	2	7	47	8083	42.85%	1.27	1608	51.02%	12.55	307	0.72%	8.17%
Sven	809	545	1354	2	5	71	3388	44.33%	1.22	1032	53.80%	10.51	137	1.02%	9.47%
Tiny	1076	564	1640	2	4	40	3446	42.74%	1.20	1337	54.36%	8.84	141	1.52%	11.62%
Vengeful Spirit	678	209	887	2	4	29	1442	42.04%	1.14	791	51.62%	7.40	53	1.53%	9.58%
Windranger	1900	1659	3559	2	5	52	9725	45.69%	1.25	2550	52.83%	10.28	415	0.79%	7.14%
Zeus	734	390	1124	2	5	60	2562	43.36%	1.20	918	50.90%	10.89	98	0.78%	7.54%
Kunkka	311	124	435	2	5	59	946	45.79%	1.15	368	57.74%	12.35	31	1.07%	11.95%
Lina	682	381	1063	2	4	49	2268	42.30%	1.19	844	46.30%	8.68	96	0.53%	4.00%
Lion	1568	1104	2672	2	5	53	7007	44.66%	1.21	1985	53.56%	11.04	276	0.91%	8.90%
Shadow Shaman	472	165	637	2	4	24	1060	44.56%	1.14	551	53.17%	6.62	42	1.57%	8.61%
Slardar	317	89	406	2	4	25	708	45.68%	1.12	359	55.14%	9.70	23	1.10%	9.46%
Tidehunter	1245	658	1903	2	4	22	3730	42.43%	1.19	1546	51.33%	7.25	165	1.47%	8.90%
Witch Doctor	760	309	1069	2	5	51	2189	42.35%	1.16	902	55.34%	10.31	78	1.42%	12.99%
Lich	1264	798	2062	2	5	61	4955	43.28%	1.20	1585	51.83%	10.24	200	0.95%	8.55%
Riki	502	227	729	2	5	102	1845	46.11%	1.15	591	57.18%	15.12	57	0.79%	11.07%
Enigma	873	857	1730	2	7	75	5932	43.04%	1.24	1143	54.24%	13.32	215	0.93%	11.20%
Tinker	501	432	933	2	8	85	3654	40.17%	1.24	656	55.38%	19.24	108	0.85%	15.21%
Sniper	600	215	815	2	4	25	1440	46.20%	1.14	697	53.33%	7.76	54	1.08%	7.13%
Necrophos	819	484	1303	2	5	47	3056	44.83%	1.21	1034	54.03%	10.48	121	0.99%	9.20%
Warlock	367	162	529	2	5	49	1234	44.42%	1.16	439	52.27%	13.29	41	0.65%	7.85%
Beastmaster	646	575	1221	2	6	75	3791	42.37%	1.25	858	51.71%	12.78	144	0.81%	9.34%
Queen of Pain	1390	1216	2606	2	6	68	7472	44.75%	1.26	1868	53.31%	11.29	304	0.85%	8.56%
Venomancer	1556	1226	2782	2	5	77	7669	46.73%	1.25	2067	55.11%	11.64	307	0.81%	8.38%
Faceless Void	1494	1323	2817	2	6	48	8409	46.40%	1.25	1987	54.86%	11.75	331	0.81%	8.46%
Wraith King	367	81	448	2	4	16	666	37.96%	1.10	407	50.70%	7.05	21	2.14%	12.74%
Death Prophet	448	233	681	2	6	47	1710	41.90%	1.17	537	55.78%	12.85	59	1.19%	13.88%
Phantom Assassin	687	340	1027	2	4	33	2053	40.24%	1.18	840	51.17%	8.40	85	1.51%	10.93%
Pugna	1143	738	1881	2	6	91	5336	45.81%	1.21	1455	54.19%	14.14	185	0.65%	8.38%
Templar Assassin	886	901	1787	2	7	86	6614	44.47%	1.22	1139	54.27%	14.69	226	0.73%	9.80%
Viper	550	205	755	2	4	28	1397	45.02%	1.14	643	55.29%	8.62	52	1.37%	10.27%
Luna	350	135	485	2	4	29	912	39.21%	1.16	417	48.45%	9.00	34	1.18%	9.24%
Dragon Knight	680	250	930	2	4	18	1525	42.82%	1.17	815	51.68%	6.25	63	1.74%	8.86%
Dazzle	323	121	444	2	4	122	973	46.25%	1.17	387	52.61%	13.84	31	0.50%	6.36%
Clockwerk	1513	1029	2542	2	5	51	6020	44.34%	1.23	1960	53.07%	9.44	258	1.06%	8.73%
Leshrac	853	726	1579	2	6	71	5048	45.66%	1.22	1095	57.01%	13.34	182	0.94%	11.35%
Nature's Prophet	353	197	550	2	4	91	1237	36.67%	1.22	454	50.77%	10.58	50	1.51%	14.10%
Lifestealer	467	138	605	2	3	25	977	44.05%	1.14	546	52.53%	7.89	35	1.26%	8.48%
Dark Seer	968	884	1852	2	7	47	6497	47.36%	1.21	1233	59.77%	14.62	221	0.93%	12.41%
Clinkz	977	1049	2026	2	7	136	7772	41.15%	1.27	1339	54.31%	16.18	263	0.88%	13.16%
Omniknight	559	220	779	2	4	28	1434	46.52%	1.17	676	54.38%	8.73	55	1.04%	7.86%
Enchantress	929	611	1540	2	6	67	4322	37.05%	1.20	1158	50.45%	12.93	153	1.14%	13.40%
Huskar	681	645	1326	2	6	72	4470	45.14%	1.25	906	55.35%	14.10	162	0.79%	10.21%
Night Stalker	399	107	506	2	3	20	748	43.15%	1.13	460	58.06%	6.00	27	3.06%	14.91%
Broodmother	609	527	1136	2	6	47	3539	34.11%	1.23	793	49.94%	12.83	132	1.36%	15.83%
Bounty Hunter	1216	799	2015	2	5	151	5667	45.04%	1.18	1492	52.16%	13.33	200	0.59%	7.12%
Weaver	507	268	775	2	6	92	2292	47.02%	1.18	621	54.67%	17.66	67	0.46%	7.65%
Jakiro	818	375	1193	2	5	44	2563	46.62%	1.16	977	51.20%	10.38	94	0.50%	4.58%
Batrider	996	972	1968	2	6	65	6556	42.63%	1.24	1316	54.03%	13.25	243	0.95%	11.40%
Chen	233	220	453	2	10	78	2015	44.90%	1.21	294	59.60%	20.38	55	0.77%	14.70%
Spectre	487	154	641	2	4	24	1098	47.52%	1.14	565	58.44%	8.67	39	1.45%	10.92%
Ancient Apparition	961	574	1535	2	5	89	4221	49.29%	1.20	1194	59.30%	14.33	144	0.76%	10.01%
Doom	839	404	1243	2	4	20	2276	35.75%	1.19	1042	48.30%	6.73	101	2.27%	12.55%
Ursa	755	328	1083	2	4	52	2051	43.28%	1.17	915	50.19%	8.28	82	0.97%	6.91%
Spirit Breaker	2078	1943	4021	2	6	39	11672	47.90%	1.25	2759	53.79%	10.73	486	0.62%	5.89%
Gyrocopter	436	162	598	2	5	20	1076	45.48%	1.16	520	54.65%	8.10	41	1.32%	9.17%
Alchemist	582	324	906	2	5	72	2167	47.20%	1.18	714	58.36%	11.31	81	1.10%	11.16%
Invoker	567	398	965	2	7	77	3087	40.92%	1.21	721	54.41%	15.83	100	0.92%	13.49%
Silencer	1371	811	2182	2	4	76	4938	45.83%	1.22	1751	50.67%	10.00	203	0.55%	4.84%
Outworld Destroyer	577	319	896	2	5	34	2002	40.98%	1.20	721	53.34%	9.96	80	1.41%	12.36%
Lycan	517	402	919	2	6	35	2632	43.67%	1.22	664	56.01%	11.73	101	1.17%	12.34%
Brewmaster	299	205	504	2	6	90	1746	42.13%	1.20	375	56.25%	18.77	52	0.80%	14.12%
Shadow Demon	1016	563	1579	2	5	104	3652	46.60%	1.20	1265	53.33%	10.73	141	0.71%	6.73%
Lone Druid	157	106	263	2	6	80	909	33.93%	1.20	196	52.17%	18.96	27	1.03%	18.24%
Chaos Knight	388	202	590	2	4	50	1224	43.52%	1.20	486	59.90%	8.88	51	2.13%	16.38%
Meepo	482	634	1116	2	10	75	5731	36.88%	1.25	644	56.62%	20.53	159	1.02%	19.74%
Treant Protector	270	162	432	2	6	72	1174	45.52%	1.19	335	57.36%	13.37	41	0.97%	11.84%
Ogre Magi	619	205	824	2	4	25	1383	42.14%	1.15	725	53.54%	7.62	52	1.76%	11.40%
Undying	1668	1499	3167	2	7	142	10734	47.29%	1.25	2215	55.88%	14.69	375	0.64%	8.59%
Rubick	2050	1987	4037	2	6	68	12841	42.50%	1.24	2700	50.86%	12.26	497	0.76%	8.36%
Disruptor	1444	840	2284	2	4	73	5247	43.81%	1.21	1834	52.70%	10.27	210	0.98%	8.89%
Nyx Assassin	1309	713	2022	2	5	33	4294	47.20%	1.19	1623	53.11%	8.93	179	0.76%	5.91%
Naga Siren	798	853	1651	2	8	73	6830	50.57%	1.24	1045	59.00%	16.93	214	0.54%	8.43%
Keeper of the Light	648	469	1117	2	6	94	3445	41.43%	1.22	828	57.80%	14.59	118	1.22%	16.37%
Io	472	366	838	2	7	113	3040	44.57%	1.21	598	56.77%	17.96	92	0.73%	12.20%
Visage	459	397	856	2	7	114	2840	43.49%	1.23	599	55.73%	14.47	100	0.92%	12.24%
Slark	1503	1327	2830	2	6	80	8420	46.54%	1.24	1979	53.66%	11.85	332	0.67%	7.12%
Medusa	1187	823	2010	2	5	56	5077	43.18%	1.22	1524	50.99%	10.61	206	0.83%	7.81%
Troll Warlord	457	179	636	2	4	26	1087	39.17%	1.18	554	53.43%	7.00	45	2.45%	14.26%
Centaur Warrunner	308	86	394	2	4	23	603	46.77%	1.13	356	59.89%	6.45	22	2.47%	13.12%
Magnus	597	267	864	2	4	26	1660	38.11%	1.17	715	48.00%	8.09	67	1.43%	9.89%
Timbersaw	1531	1386	2917	2	6	56	8738	38.51%	1.24	2010	50.47%	11.53	347	1.16%	11.96%
Bristleback	298	76	374	2	4	125	800	37.50%	1.11	336	44.42%	18.84	19	0.39%	6.92%
Tusk	836	427	1263	2	4	42	2739	40.79%	1.19	1032	49.97%	9.97	107	1.05%	9.18%
Skywrath Mage	1944	1734	3678	2	5	61	10603	47.67%	1.26	2635	53.25%	11.40	434	0.55%	5.58%
Abaddon	409	93	502	2	3	68	789	44.36%	1.11	461	53.16%	9.25	24	1.08%	8.80%
Elder Titan	504	367	871	2	8	69	3037	48.03%	1.20	633	56.92%	16.85	92	0.57%	8.89%
Legion Commander	1979	1836	3815	2	6	103	12097	49.52%	1.25	2630	57.10%	12.87	459	0.65%	7.58%
Techies	1577	1437	3014	2	7	71	9876	40.92%	1.25	2098	48.27%	13.63	360	0.59%	7.35%
Ember Spirit	1367	1388	2755	2	7	67	9800	43.83%	1.24	1808	53.09%	14.15	347	0.72%	9.26%
Earth Spirit	412	314	726	2	6	232	2627	43.20%	1.21	522	51.48%	18.89	79	0.47%	8.28%
Underlord	692	228	920	2	3	23	1455	43.58%	1.15	810	51.47%	6.25	57	1.55%	7.89%
Terrorblade	745	669	1414	2	6	70	4264	43.44%	1.25	991	51.43%	11.76	168	0.76%	7.99%
Phoenix	600	306	906	2	6	124	2680	39.31%	1.17	720	51.55%	17.96	77	0.73%	12.24%
Oracle	896	563	1459	2	5	61	4015	46.17%	1.21	1136	56.95%	13.81	141	0.86%	10.78%
Winter Wyvern	676	188	864	2	5	35	1496	42.44%	1.12	767	50.61%	9.55	47	0.97%	8.17%
Arc Warden	159	77	236	2	4	33	512	43.01%	1.18	193	57.93%	10.10	20	1.67%	14.92%
Monkey King	1328	1043	2371	2	5	68	6311	42.74%	1.22	1708	52.70%	10.33	261	1.09%	9.96%
Dark Willow	731	449	1180	2	6	57	3251	45.02%	1.19	903	54.12%	13.53	113	0.74%	9.10%
Pangolier	1254	1064	2318	2	6	78	7409	41.40%	1.23	1627	54.06%	13.53	266	1.03%	12.66%
Grimstroke	449	156	605	2	4	37	1067	38.89%	1.15	531	48.33%	8.62	39	1.26%	9.44%
Hoodwink	469	152	621	2	5	20	1070	42.09%	1.15	550	51.30%	8.21	38	1.30%	9.21%
Void Spirit	749	370	1119	2	4	40	2141	39.61%	1.19	924	50.66%	7.57	93	1.73%	11.05%
Snapfire	2085	2077	4162	2	6	49	12470	42.01%	1.27	2840	49.47%	10.86	520	0.78%	7.46%
Mars	1375	1024	2399	2	5	36	5849	39.62%	1.24	1802	51.20%	9.16	256	1.46%	11.58%
Dawnbreaker	657	424	1081	2	6	55	3065	44.83%	1.21	832	56.67%	13.76	106	0.94%	11.84%
Marci	558	298	856	2	5	91	2189	44.28%	1.19	690	49.08%	13.69	75	0.38%	4.80%
Primal Beast	1327	1426	2753	2	7	84	9981	46.20%	1.26	1804	54.49%	14.43	357	0.63%	8.29%
Muerta	480	280	760	2	6	58	2017	41.00%	1.20	600	53.79%	13.51	70	1.04%	12.79%

Top 1000 Meta Trends - 7.33e

Stats for matches of top-20% (1000 rank, ~8.2k+ MMR) of immortal leaderboard players, data provided by Stratz.com

Average Roshan kills per game by Dire: 0.6777