Spectral Stats - Top 500 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 (7415) Remove heroes with low number of players (2133)

	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	1643	1726	3369	2	7	116	12939	43.17%	1.25	2197	51.94%	16.44	432	0.58%	8.77%
Axe	1711	1199	2910	2	5	64	8042	43.41%	1.21	2161	50.99%	12.55	300	0.67%	7.58%
Bane	1763	1896	3659	2	7	168	15823	46.11%	1.25	2351	56.03%	19.54	474	0.54%	9.92%
Bloodseeker	1019	711	1730	2	5	355	4646	46.37%	1.23	1322	54.63%	12.56	178	0.73%	8.26%
Crystal Maiden	2281	1986	4267	2	6	99	14346	44.25%	1.23	2959	51.42%	15.01	497	0.52%	7.17%
Drow Ranger	1489	1233	2722	2	6	103	8396	42.58%	1.22	1921	52.53%	13.45	309	0.81%	9.95%
Earthshaker	1593	1034	2627	2	5	100	7101	46.27%	1.21	2009	53.98%	13.02	259	0.65%	7.71%
Juggernaut	1017	604	1621	2	5	110	4080	43.64%	1.19	1258	50.44%	11.87	151	0.64%	6.80%
Mirana	1591	1358	2949	2	6	81	9359	41.33%	1.24	2106	51.91%	14.17	340	0.82%	10.58%
Morphling	1167	1606	2773	2	10	130	16276	41.20%	1.27	1596	51.06%	25.56	402	0.41%	9.86%
Shadow Fiend	1145	892	2037	2	7	124	6499	38.84%	1.22	1465	49.37%	15.06	223	0.76%	10.53%
Phantom Lancer	725	419	1144	2	5	82	2778	38.94%	1.19	900	51.90%	11.47	105	1.26%	12.96%
Puck	1425	1618	3043	2	9	89	13644	41.71%	1.25	1912	50.35%	19.43	405	0.48%	8.64%
Pudge	2450	2545	4995	2	7	199	18923	39.16%	1.26	3321	51.17%	16.52	637	0.79%	12.01%
Razor	2240	3056	5296	2	9	146	24819	42.73%	1.27	3089	50.35%	18.41	764	0.44%	7.62%
Sand King	549	229	778	2	5	132	1831	38.43%	1.16	657	52.36%	14.60	58	1.04%	13.93%
Storm Spirit	1104	1089	2193	2	7	73	8495	40.69%	1.23	1439	52.52%	17.00	273	0.75%	11.83%
Sven	1110	866	1976	2	6	50	5911	38.36%	1.22	1417	48.10%	13.18	217	0.81%	9.74%
Tiny	2324	3112	5436	2	8	122	24743	43.91%	1.28	3219	53.22%	18.32	778	0.55%	9.31%
Vengeful Spirit	2444	1721	4165	2	5	76	10526	43.58%	1.23	3156	51.39%	10.72	431	0.82%	7.81%
Windranger	2334	2551	4885	2	7	183	18381	43.74%	1.26	3170	51.89%	15.62	638	0.57%	8.15%
Zeus	2107	2516	4623	2	8	111	19960	45.52%	1.25	2812	54.40%	17.82	629	0.54%	8.88%
Kunkka	1592	1740	3332	2	7	133	12928	45.23%	1.26	2139	53.39%	16.11	435	0.55%	8.16%
Lina	1364	1069	2433	2	6	114	7592	38.48%	1.21	1727	47.91%	14.07	268	0.73%	9.43%
Lion	2277	1668	3945	2	5	192	11006	42.38%	1.23	2964	51.40%	12.84	417	0.78%	9.02%
Shadow Shaman	1487	1068	2555	2	6	184	7678	47.05%	1.23	1929	54.36%	14.89	267	0.54%	7.31%
Slardar	2081	1928	4009	2	7	133	14748	45.65%	1.25	2779	55.80%	17.00	482	0.64%	10.15%
Tidehunter	1064	500	1564	2	4	43	3118	41.37%	1.19	1310	52.20%	9.19	125	1.35%	10.83%
Witch Doctor	976	428	1404	2	5	77	3403	43.89%	1.16	1162	52.01%	14.85	107	0.59%	8.12%
Lich	1103	537	1640	2	4	138	3756	42.66%	1.17	1336	49.00%	12.00	135	0.59%	6.34%
Riki	679	317	996	2	5	192	2448	41.46%	1.18	826	52.48%	14.56	80	0.82%	11.02%
Enigma	748	633	1381	2	8	115	5416	44.63%	1.23	969	57.45%	19.67	159	0.70%	12.82%
Tinker	303	219	522	2	8	317	3184	32.98%	1.19	373	49.48%	42.53	55	0.40%	16.50%
Sniper	1480	1126	2606	2	6	77	7783	41.39%	1.23	1916	50.95%	13.73	282	0.76%	9.56%
Necrophos	902	385	1287	2	5	45	2859	39.16%	1.16	1070	48.45%	12.32	97	0.83%	9.29%
Warlock	503	223	726	2	5	100	1722	38.03%	1.18	614	48.87%	14.46	56	0.82%	10.84%
Beastmaster	505	416	921	2	8	246	3793	36.88%	1.19	625	52.21%	21.49	104	0.76%	15.33%
Queen of Pain	1418	1108	2526	2	6	68	7669	42.03%	1.22	1812	51.38%	13.50	277	0.76%	9.35%
Venomancer	2038	1964	4002	2	7	161	15183	44.97%	1.25	2715	54.87%	17.49	491	0.61%	9.90%
Faceless Void	1876	2046	3922	2	8	165	16091	44.19%	1.25	2494	51.93%	17.55	512	0.47%	7.74%
Wraith King	619	208	827	2	4	32	1457	45.86%	1.15	724	50.35%	9.00	52	0.57%	4.49%
Death Prophet	1046	785	1831	2	5	92	5416	47.46%	1.22	1337	53.33%	13.72	197	0.47%	5.87%
Phantom Assassin	1001	617	1618	2	5	59	3991	40.28%	1.20	1255	47.22%	11.22	155	0.69%	6.94%
Pugna	1373	1114	2487	2	7	205	9534	44.35%	1.21	1743	53.42%	19.70	279	0.49%	9.07%
Templar Assassin	925	1021	1946	2	9	108	9296	43.31%	1.23	1203	52.04%	20.97	256	0.44%	8.73%
Viper	1395	914	2309	2	5	175	6232	44.96%	1.21	1755	52.45%	12.77	229	0.65%	7.49%
Luna	2018	2446	4464	2	8	110	19139	42.58%	1.26	2737	50.29%	17.56	612	0.47%	7.71%
Dragon Knight	1693	1390	3083	2	5	101	8615	41.18%	1.23	2212	51.17%	11.43	348	0.98%	9.99%
Dazzle	731	379	1110	2	7	447	3928	42.73%	1.16	867	54.46%	24.91	95	0.49%	11.73%
Clockwerk	1576	1233	2809	2	6	226	9039	44.76%	1.23	2042	52.34%	15.55	309	0.53%	7.58%
Leshrac	1663	2125	3788	2	10	136	21118	46.30%	1.26	2255	56.33%	24.93	532	0.42%	10.03%
Nature's Prophet	2183	2677	4860	2	8	158	21902	42.49%	1.27	2976	50.30%	19.03	670	0.44%	7.81%
Lifestealer	2002	2463	4465	2	8	111	19612	45.39%	1.26	2703	53.76%	17.94	616	0.50%	8.37%
Dark Seer	662	585	1247	2	7	89	4778	45.54%	1.23	863	57.95%	18.22	147	0.73%	12.41%
Clinkz	1016	865	1881	2	7	146	7161	41.24%	1.23	1318	53.89%	19.07	217	0.71%	12.65%
Omniknight	1406	1019	2425	2	5	141	6771	41.69%	1.23	1824	51.31%	12.85	255	0.83%	9.62%
Enchantress	995	854	1849	2	8	126	7738	39.85%	1.20	1251	50.30%	21.09	214	0.53%	10.45%
Huskar	813	689	1502	2	6	89	5046	40.98%	1.23	1053	49.07%	15.39	173	0.57%	8.09%
Night Stalker	1273	873	2146	2	5	87	5776	47.09%	1.22	1633	55.39%	12.42	219	0.74%	8.30%
Broodmother	348	366	714	2	9	178	3632	40.30%	1.25	464	54.28%	25.37	92	0.58%	13.98%
Bounty Hunter	1564	1373	2937	2	7	185	11677	46.01%	1.23	2042	55.84%	19.88	344	0.53%	9.83%
Weaver	1466	1419	2885	2	6	195	9994	44.20%	1.25	1965	52.46%	14.97	355	0.60%	8.26%
Jakiro	1228	535	1763	2	4	80	3875	45.16%	1.18	1489	51.06%	12.40	134	0.53%	5.90%
Batrider	1262	1295	2557	2	9	98	11352	41.96%	1.22	1611	51.17%	20.10	324	0.49%	9.21%
Chen	365	415	780	2	13	106	4600	40.74%	1.23	475	55.54%	27.16	104	0.57%	14.80%
Spectre	911	508	1419	2	5	118	3421	43.96%	1.20	1135	53.64%	11.90	127	0.90%	9.68%
Ancient Apparition	1032	405	1437	2	4	50	3003	43.11%	1.15	1220	52.96%	11.84	102	0.92%	9.85%
Doom	1748	1777	3525	2	7	117	13582	45.47%	1.25	2328	54.17%	17.10	445	0.55%	8.70%
Ursa	1251	882	2133	2	5	305	6707	43.00%	1.22	1608	53.80%	16.54	221	0.70%	10.80%
Spirit Breaker	1884	1364	3248	2	5	126	9492	43.19%	1.23	2432	51.74%	13.98	341	0.67%	8.55%
Gyrocopter	1810	1815	3625	2	7	176	13720	41.77%	1.26	2435	50.78%	16.54	454	0.59%	9.01%
Alchemist	937	584	1521	2	5	74	3898	40.77%	1.20	1176	51.93%	12.03	146	1.03%	11.16%
Invoker	962	921	1883	2	8	175	8194	41.55%	1.24	1266	51.49%	21.25	231	0.50%	9.94%
Silencer	1044	546	1590	2	5	151	3759	41.72%	1.20	1298	49.82%	12.31	137	0.73%	8.10%
Outworld Destroyer	1039	793	1832	2	5	69	4882	41.36%	1.23	1354	49.96%	11.17	199	0.87%	8.60%
Lycan	356	292	648	2	6	65	2147	43.50%	1.22	454	54.78%	14.90	73	0.82%	11.28%
Brewmaster	666	759	1425	2	13	177	9013	44.60%	1.24	880	55.65%	30.61	190	0.38%	11.05%
Shadow Demon	1636	1506	3142	2	6	156	11013	42.81%	1.24	2155	52.69%	15.70	377	0.68%	9.88%
Lone Druid	293	176	469	2	8	224	2205	35.46%	1.19	361	52.87%	34.07	44	0.53%	17.41%
Chaos Knight	858	593	1451	2	5	46	3710	43.36%	1.20	1076	54.23%	10.62	149	1.15%	10.87%
Meepo	308	378	686	2	11	185	4620	43.86%	1.26	415	58.68%	33.02	95	0.47%	14.82%
Treant Protector	781	510	1291	2	6	69	4149	44.91%	1.19	963	56.34%	17.30	128	0.71%	11.43%
Ogre Magi	1071	463	1534	2	4	287	3487	44.60%	1.17	1286	49.93%	13.41	116	0.44%	5.33%
Undying	951	611	1562	2	5	105	4516	45.22%	1.21	1203	49.23%	14.99	153	0.29%	4.01%
Rubick	2345	2558	4903	2	7	104	19117	40.94%	1.26	3180	47.97%	16.64	640	0.46%	7.03%
Disruptor	2704	2876	5580	2	7	71	20579	50.10%	1.27	3681	57.77%	15.37	719	0.54%	7.67%
Nyx Assassin	1724	1391	3115	2	6	121	9604	45.97%	1.24	2268	53.43%	14.16	348	0.58%	7.46%
Naga Siren	491	483	974	2	7	46	3345	39.06%	1.25	658	53.29%	14.36	121	1.09%	14.23%
Keeper of the Light	1125	1276	2401	2	9	168	11834	39.13%	1.25	1504	55.02%	22.62	319	0.74%	15.89%
Io	934	961	1895	2	9	216	10161	43.42%	1.23	1208	55.72%	27.29	241	0.47%	12.30%
Visage	370	288	658	2	8	153	3032	37.06%	1.19	456	52.63%	26.03	72	0.63%	15.57%
Slark	1411	1240	2651	2	6	126	8539	43.73%	1.26	1897	51.47%	14.52	310	0.58%	7.74%
Medusa	878	663	1541	2	5	100	4235	42.35%	1.23	1144	52.67%	11.95	166	0.96%	10.32%
Troll Warlord	1155	1099	2254	2	7	106	7997	45.38%	1.25	1537	51.91%	15.48	275	0.46%	6.53%
Centaur Warrunner	1934	1791	3725	2	6	131	12976	45.84%	1.25	2571	52.75%	15.58	448	0.48%	6.91%
Magnus	1485	1277	2762	2	7	106	9930	41.09%	1.24	1952	50.66%	17.36	320	0.59%	9.57%
Timbersaw	1703	1933	3636	2	8	154	16651	38.73%	1.24	2250	48.84%	20.29	484	0.53%	10.11%
Bristleback	1177	949	2126	2	6	317	7354	39.56%	1.22	1509	54.06%	17.06	238	0.92%	14.50%
Tusk	1729	1396	3125	2	6	81	9511	42.23%	1.24	2266	51.38%	13.83	349	0.73%	9.15%
Skywrath Mage	1336	745	2081	2	5	150	5304	40.66%	1.19	1654	49.53%	13.35	187	0.73%	8.87%
Abaddon	1303	828	2131	2	5	104	5661	45.58%	1.22	1664	54.68%	13.05	207	0.77%	9.10%
Elder Titan	376	268	644	2	9	126	2803	42.29%	1.17	454	53.58%	25.09	67	0.47%	11.29%
Legion Commander	1229	687	1916	2	5	144	4814	45.44%	1.20	1535	50.26%	13.13	172	0.40%	4.82%
Techies	1572	1589	3161	2	8	373	13317	39.81%	1.25	2086	50.57%	19.52	398	0.59%	10.76%
Ember Spirit	1125	1041	2166	2	7	72	7415	43.24%	1.25	1501	52.47%	15.00	261	0.67%	9.23%
Earth Spirit	679	739	1418	2	9	288	7454	40.47%	1.24	892	53.44%	25.68	185	0.53%	12.97%
Underlord	539	215	754	2	4	19	1264	43.98%	1.17	648	48.60%	6.43	54	0.88%	4.62%
Terrorblade	846	691	1537	2	6	55	4400	38.96%	1.23	1096	50.51%	11.91	173	1.08%	11.55%
Phoenix	894	601	1495	2	6	343	5192	42.71%	1.19	1104	53.22%	19.72	151	0.57%	10.51%
Oracle	1076	680	1756	2	6	195	5818	46.73%	1.21	1360	55.79%	19.50	170	0.50%	9.06%
Winter Wyvern	1212	705	1917	2	5	280	6077	43.42%	1.21	1527	57.60%	19.68	177	0.77%	14.18%
Arc Warden	397	295	692	2	6	214	2938	42.88%	1.23	513	53.68%	25.72	74	0.44%	10.80%
Monkey King	1561	1521	3082	2	7	186	11516	42.96%	1.24	2053	52.48%	16.43	381	0.63%	9.52%
Dark Willow	970	829	1799	2	6	233	6461	44.03%	1.26	1307	52.96%	17.89	208	0.54%	8.93%
Pangolier	1345	1850	3195	2	11	249	19298	39.00%	1.27	1850	52.58%	26.54	463	0.54%	13.58%
Grimstroke	1663	1053	2716	2	5	102	6598	43.05%	1.21	2100	53.70%	10.70	264	1.12%	10.65%
Hoodwink	2146	2553	4699	2	9	150	22905	41.43%	1.27	2929	51.23%	21.85	639	0.48%	9.80%
Void Spirit	949	623	1572	2	5	113	3909	39.24%	1.23	1227	48.12%	11.09	156	0.90%	8.88%
Snapfire	1311	765	2076	2	5	67	4843	41.69%	1.21	1655	51.56%	10.76	192	1.03%	9.87%
Mars	2198	2347	4545	2	7	85	16481	42.29%	1.26	2978	48.43%	14.86	587	0.45%	6.14%
Dawnbreaker	1036	547	1583	2	5	102	4541	46.39%	1.17	1248	53.86%	17.38	137	0.46%	7.47%
Marci	1617	1692	3309	2	6	208	12090	43.18%	1.28	2235	54.76%	15.72	423	0.80%	11.58%
Primal Beast	1291	1389	2680	2	8	137	11446	43.47%	1.25	1730	52.45%	18.89	348	0.51%	8.98%
Muerta	757	610	1367	2	6	85	4601	40.13%	1.23	983	52.94%	16.20	153	0.86%	12.81%

Top 500 Meta Trends - 7.35d

Stats for matches of top-10% (500 rank, ~10k+ MMR) of immortal leaderboard players, data provided by Stratz.com

Average Roshan kills per game by Radiant: 0.6683