Spectral Stats - Top 1000 Meta Trends - 7.34e - 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 (3133) Remove heroes with low number of players (1343)

	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	974	658	1632	2	5	55	4142	45.68%	1.21	1238	53.00%	10.89	165	0.76%	7.32%
Axe	1226	617	1843	2	4	53	3814	42.80%	1.20	1527	52.20%	9.43	155	1.14%	9.40%
Bane	461	243	704	2	5	41	1672	40.96%	1.18	564	56.38%	12.02	61	1.42%	15.42%
Bloodseeker	527	193	720	2	4	31	1212	44.42%	1.16	627	49.05%	7.02	49	0.79%	4.63%
Crystal Maiden	696	231	927	2	4	40	1608	41.38%	1.15	818	52.62%	8.76	58	1.48%	11.24%
Drow Ranger	623	256	879	2	4	71	1637	40.47%	1.19	766	54.34%	9.00	64	1.78%	13.87%
Earthshaker	1384	840	2224	2	5	60	4936	44.87%	1.21	1755	56.73%	9.19	210	1.49%	11.86%
Juggernaut	737	307	1044	2	4	27	1876	39.89%	1.18	895	48.28%	7.61	77	1.30%	8.39%
Mirana	527	190	717	2	4	40	1263	45.61%	1.16	627	49.93%	8.35	48	0.60%	4.32%
Morphling	866	1004	1870	2	7	42	6630	36.77%	1.27	1187	48.38%	13.12	251	0.98%	11.61%
Shadow Fiend	690	401	1091	2	4	101	2381	40.57%	1.20	864	50.41%	9.12	101	1.24%	9.84%
Phantom Lancer	929	672	1601	2	5	39	3722	43.07%	1.23	1205	53.38%	8.71	168	1.38%	10.31%
Puck	1090	972	2062	2	6	51	6265	42.37%	1.24	1436	49.65%	12.11	243	0.67%	7.28%
Pudge	1928	1398	3326	2	5	58	8481	42.18%	1.23	2495	49.65%	10.55	350	0.80%	7.47%
Razor	748	357	1105	2	4	24	2095	42.52%	1.19	929	48.77%	7.82	90	0.94%	6.25%
Sand King	418	157	575	2	5	53	1241	45.80%	1.14	488	53.42%	13.05	40	0.64%	7.62%
Storm Spirit	709	536	1245	2	5	35	3129	42.19%	1.24	928	50.04%	9.82	134	0.91%	7.85%
Sven	622	333	955	2	4	36	1940	40.27%	1.20	776	49.68%	8.12	84	1.36%	9.41%
Tiny	960	531	1491	2	5	34	3133	40.91%	1.20	1204	55.40%	8.69	133	1.93%	14.49%
Vengeful Spirit	1374	641	2015	2	4	97	4227	42.00%	1.17	1663	52.24%	10.20	161	1.13%	10.24%
Windranger	1043	528	1571	2	4	132	3409	43.20%	1.19	1280	48.25%	10.26	132	0.56%	5.05%
Zeus	1597	1212	2809	2	5	69	7441	47.90%	1.23	2075	57.56%	11.05	303	0.98%	9.66%
Kunkka	1436	1217	2653	2	6	61	7896	47.56%	1.24	1889	55.55%	12.34	305	0.72%	7.99%
Lina	1399	1249	2648	2	6	61	8086	41.85%	1.25	1877	52.61%	12.64	313	0.94%	10.76%
Lion	1539	990	2529	2	5	85	6045	44.06%	1.21	1954	53.44%	10.29	248	1.03%	9.38%
Shadow Shaman	1098	752	1850	2	5	52	4745	48.03%	1.21	1398	54.65%	11.08	188	0.67%	6.62%
Slardar	2121	2048	4169	2	6	52	12481	47.70%	1.26	2851	56.19%	11.48	512	0.83%	8.49%
Tidehunter	1129	555	1684	2	4	23	3103	43.79%	1.20	1416	57.91%	7.08	139	2.40%	14.12%
Witch Doctor	1405	795	2200	2	5	118	5184	43.77%	1.20	1751	54.03%	11.14	199	1.03%	10.26%
Lich	940	403	1343	2	4	115	2821	45.07%	1.17	1126	52.67%	11.10	101	0.77%	7.60%
Riki	560	251	811	2	4	58	1793	45.01%	1.19	691	56.14%	12.46	63	0.99%	11.13%
Enigma	286	212	498	2	5	36	1243	42.95%	1.25	383	57.09%	10.08	53	1.60%	14.14%
Tinker	330	220	550	2	8	86	2148	38.08%	1.19	407	56.67%	23.07	55	0.85%	18.59%
Sniper	641	228	869	2	5	29	1590	44.26%	1.13	740	54.36%	8.93	57	1.29%	10.10%
Necrophos	1862	1403	3265	2	5	46	7670	40.34%	1.24	2459	51.23%	8.64	351	1.47%	10.89%
Warlock	648	297	945	2	6	96	2306	41.77%	1.17	778	51.40%	14.05	75	0.75%	9.63%
Beastmaster	284	179	463	2	5	31	1119	42.69%	1.19	349	54.51%	10.24	45	1.31%	11.82%
Queen of Pain	1356	869	2225	2	5	35	5246	44.59%	1.21	1710	52.94%	9.73	218	0.98%	8.35%
Venomancer	969	582	1551	2	5	113	3883	46.96%	1.20	1216	54.41%	12.11	146	0.68%	7.45%
Faceless Void	1713	1770	3483	2	7	69	11735	47.48%	1.26	2304	54.83%	13.27	443	0.61%	7.35%
Wraith King	1880	1489	3369	2	5	88	8681	44.94%	1.24	2470	53.12%	9.96	373	0.94%	8.18%
Death Prophet	375	162	537	2	5	68	1150	45.11%	1.17	450	54.54%	11.20	41	0.94%	9.43%
Phantom Assassin	913	407	1320	2	4	43	2518	41.08%	1.17	1104	49.96%	8.17	102	1.27%	8.88%
Pugna	1768	1933	3701	2	8	65	14580	46.89%	1.24	2331	55.57%	16.06	484	0.59%	8.68%
Templar Assassin	950	1022	1972	2	7	40	6581	42.94%	1.26	1282	54.53%	12.32	256	1.05%	11.59%
Viper	630	268	898	2	4	33	1633	48.95%	1.18	764	58.26%	7.73	67	1.42%	9.31%
Luna	1514	1436	2950	2	7	59	9924	43.53%	1.23	1977	52.85%	13.69	359	0.75%	9.32%
Dragon Knight	527	209	736	2	4	40	1307	41.69%	1.17	638	50.37%	7.77	53	1.32%	8.68%
Dazzle	1233	924	2157	2	6	132	6468	41.91%	1.21	1563	55.91%	13.64	231	1.13%	14.00%
Clockwerk	977	436	1413	2	4	53	2619	46.32%	1.18	1195	50.96%	7.93	109	0.69%	4.64%
Leshrac	473	294	767	2	5	41	1840	48.60%	1.22	609	55.27%	10.73	74	0.70%	6.67%
Nature's Prophet	2165	2019	4184	2	5	39	11316	47.52%	1.25	2885	55.90%	9.45	505	1.02%	8.38%
Lifestealer	1300	791	2091	2	5	58	4706	43.22%	1.21	1644	53.79%	9.34	198	1.30%	10.57%
Dark Seer	311	137	448	2	4	101	968	47.26%	1.15	365	58.28%	11.06	35	1.11%	11.02%
Clinkz	588	342	930	2	6	91	2719	40.80%	1.19	723	56.57%	16.20	86	1.05%	15.77%
Omniknight	418	160	578	2	4	72	1142	42.42%	1.16	495	55.74%	10.80	40	1.38%	13.32%
Enchantress	570	325	895	2	5	36	2045	33.83%	1.20	711	44.03%	10.07	82	1.15%	10.20%
Huskar	799	723	1522	2	6	81	4804	44.24%	1.25	1059	51.93%	13.17	181	0.65%	7.69%
Night Stalker	1264	766	2030	2	4	59	4353	47.12%	1.22	1616	56.17%	8.63	192	1.22%	9.05%
Broodmother	196	167	363	2	5	64	1147	44.40%	1.27	268	50.83%	14.52	42	0.49%	6.43%
Bounty Hunter	1131	735	1866	2	5	104	5083	43.73%	1.20	1419	56.39%	13.15	184	1.06%	12.66%
Weaver	1773	1724	3497	2	6	88	11118	44.65%	1.25	2373	52.15%	12.57	431	0.66%	7.50%
Jakiro	1411	826	2237	2	5	58	5151	45.66%	1.21	1786	57.70%	10.32	207	1.32%	12.04%
Batrider	305	135	440	2	5	30	867	40.87%	1.19	378	52.71%	9.44	34	1.44%	11.84%
Chen	390	484	874	3	12	72	5014	38.37%	1.42	563	58.74%	24.16	121	0.90%	20.37%
Spectre	1831	2137	3968	2	7	64	14484	47.68%	1.28	2545	54.98%	14.07	535	0.57%	7.30%
Ancient Apparition	1485	846	2331	2	4	71	5321	43.98%	1.21	1868	51.97%	10.55	212	0.86%	7.99%
Doom	543	256	799	2	4	42	1585	40.10%	1.20	677	53.25%	9.17	64	1.65%	13.15%
Ursa	899	411	1310	2	4	106	2615	41.58%	1.18	1093	49.64%	9.32	103	0.99%	8.06%
Spirit Breaker	2493	1498	3991	2	4	29	7656	43.85%	1.22	3204	50.84%	6.42	375	1.34%	6.99%
Gyrocopter	1401	1257	2658	2	7	118	8964	44.62%	1.24	1840	53.08%	14.56	315	0.64%	8.46%
Alchemist	488	258	746	2	5	88	1657	45.35%	1.19	602	56.61%	10.35	65	1.23%	11.26%
Invoker	1104	1098	2202	2	7	60	7667	43.28%	1.25	1481	54.43%	14.51	275	0.84%	11.15%
Silencer	964	448	1412	2	4	72	2784	49.16%	1.19	1194	47.84%	9.04	112	-0.17%	-1.32%
Outworld Destroyer	1094	764	1858	2	5	34	4690	46.99%	1.22	1410	53.60%	10.58	191	0.71%	6.61%
Lycan	604	472	1076	2	6	55	3019	44.62%	1.24	790	56.36%	11.91	118	1.10%	11.74%
Brewmaster	529	567	1096	2	9	70	4864	40.45%	1.23	686	54.94%	19.75	142	0.78%	14.49%
Shadow Demon	742	258	1000	2	3	41	1704	43.90%	1.15	877	51.69%	7.92	65	1.15%	7.79%
Lone Druid	838	953	1791	2	8	76	7854	44.25%	1.24	1104	57.94%	18.53	239	0.79%	13.69%
Chaos Knight	1328	774	2102	2	5	27	4489	40.91%	1.20	1662	51.87%	8.50	194	1.50%	10.96%
Meepo	182	157	339	2	9	81	1564	40.48%	1.21	231	60.37%	24.20	40	0.87%	19.89%
Treant Protector	1921	1888	3809	2	7	95	13194	47.79%	1.25	2557	56.98%	14.35	472	0.70%	9.19%
Ogre Magi	822	384	1206	2	4	33	2318	41.74%	1.18	999	50.34%	8.06	96	1.25%	8.60%
Undying	689	295	984	2	4	81	1994	43.50%	1.17	831	50.57%	10.22	74	0.78%	7.07%
Rubick	1780	1328	3108	2	5	61	7818	43.29%	1.23	2304	49.05%	9.96	332	0.66%	5.76%
Disruptor	706	234	940	2	4	69	1620	43.84%	1.16	836	48.86%	8.49	59	0.68%	5.02%
Nyx Assassin	1488	1027	2515	2	5	65	6123	46.11%	1.21	1891	54.24%	9.86	257	0.94%	8.13%
Naga Siren	568	626	1194	2	6	46	3845	45.87%	1.28	786	56.73%	11.89	157	1.02%	10.86%
Keeper of the Light	556	407	963	2	6	69	2992	42.78%	1.19	686	55.34%	14.64	102	0.93%	12.56%
Io	289	168	457	2	6	89	1540	44.78%	1.21	364	55.30%	21.36	42	0.52%	10.52%
Visage	359	321	680	2	6	72	2438	39.20%	1.22	463	55.96%	16.37	81	1.11%	16.76%
Slark	1236	786	2022	2	5	35	4609	44.59%	1.21	1562	54.91%	9.22	197	1.29%	10.32%
Medusa	123	29	152	2	4	9	217	39.29%	1.12	140	48.86%	6.00	8	1.96%	9.57%
Troll Warlord	693	433	1126	2	5	51	2582	43.95%	1.22	892	51.00%	9.69	109	0.83%	7.05%
Centaur Warrunner	1651	1346	2997	2	6	52	8274	46.78%	1.24	2161	54.59%	11.08	337	0.79%	7.81%
Magnus	1461	1413	2874	2	6	56	9612	43.08%	1.24	1914	52.19%	13.70	354	0.73%	9.11%
Timbersaw	653	466	1119	2	5	58	2998	36.01%	1.21	822	49.17%	11.61	117	1.27%	13.16%
Bristleback	717	385	1102	2	4	85	2441	36.62%	1.20	893	50.41%	10.20	97	1.53%	13.79%
Tusk	1602	1355	2957	2	6	83	8532	42.26%	1.23	2093	51.88%	11.77	339	0.91%	9.62%
Skywrath Mage	1466	728	2194	2	4	57	4433	43.87%	1.18	1795	50.68%	8.73	182	0.90%	6.81%
Abaddon	391	149	540	2	5	28	1071	47.78%	1.13	450	61.09%	10.24	38	1.46%	13.31%
Elder Titan	166	86	252	2	7	79	703	49.48%	1.14	193	53.77%	15.27	22	0.30%	4.29%
Legion Commander	1450	846	2296	2	5	54	5013	46.51%	1.20	1818	51.32%	9.13	212	0.61%	4.81%
Techies	386	168	554	2	5	40	1137	37.04%	1.17	467	51.14%	10.38	42	1.53%	14.10%
Ember Spirit	472	251	723	2	5	53	1584	42.80%	1.18	576	49.65%	9.63	63	0.81%	6.85%
Earth Spirit	555	442	997	2	6	88	3124	42.31%	1.22	709	52.27%	14.03	111	0.78%	9.96%
Underlord	218	40	258	2	3	9	340	40.76%	1.08	238	51.73%	5.20	10	2.66%	10.97%
Terrorblade	517	337	854	2	5	34	1889	38.55%	1.22	664	49.95%	8.46	85	1.57%	11.40%
Phoenix	988	840	1828	2	6	126	5932	41.47%	1.24	1302	52.82%	14.65	210	0.85%	11.35%
Oracle	568	246	814	2	5	66	1873	46.15%	1.16	675	54.83%	13.00	62	0.73%	8.68%
Winter Wyvern	458	227	685	2	5	110	1699	39.70%	1.18	558	57.00%	13.86	57	1.36%	17.30%
Arc Warden	268	234	502	2	8	65	1999	40.71%	1.21	339	56.17%	18.85	59	0.88%	15.46%
Monkey King	1091	789	1880	2	5	68	4663	41.10%	1.23	1421	54.55%	10.15	198	1.51%	13.45%
Dark Willow	1098	756	1854	2	6	77	5084	41.54%	1.22	1401	52.73%	12.58	189	0.99%	11.19%
Pangolier	923	695	1618	2	6	90	4814	41.07%	1.21	1164	54.54%	13.17	174	1.13%	13.47%
Grimstroke	2180	2129	4309	2	6	79	13582	46.06%	1.25	2894	50.64%	12.23	533	0.42%	4.58%
Hoodwink	477	293	770	2	6	73	2125	44.13%	1.19	588	53.44%	13.73	74	0.74%	9.31%
Void Spirit	831	475	1306	2	5	30	2751	42.60%	1.20	1034	51.44%	8.21	119	1.26%	8.84%
Snapfire	901	382	1283	2	4	43	2319	41.47%	1.18	1096	49.88%	7.63	96	1.30%	8.41%
Mars	685	324	1009	2	4	23	1910	39.00%	1.19	841	50.03%	7.62	81	1.72%	11.03%
Dawnbreaker	1125	668	1793	2	4	52	4040	41.04%	1.19	1390	50.02%	9.53	167	1.08%	8.98%
Marci	796	495	1291	2	6	94	3425	41.34%	1.19	987	53.46%	12.69	124	1.05%	12.12%
Primal Beast	1468	1392	2860	2	6	85	9115	41.64%	1.26	1979	52.66%	12.93	348	0.94%	11.02%
Muerta	1720	1737	3457	2	6	60	11479	38.54%	1.26	2309	50.64%	13.27	435	1.01%	12.10%

Top 1000 Meta Trends - 7.34e

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: 0.7195