Spectral Stats - Top 2500 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 (5094) Remove heroes with low number of players (1907)

	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	1633	838	2471	2	4	69	4837	43.78%	1.19	2027	50.33%	7.68	210	1.01%	6.55%
Axe	2310	1359	3669	2	4	76	8067	43.68%	1.21	2933	52.17%	9.30	340	1.05%	8.49%
Bane	715	308	1023	2	5	50	2221	47.32%	1.17	859	54.55%	11.53	77	0.70%	7.23%
Bloodseeker	2210	2037	4247	2	5	84	12614	45.52%	1.26	2990	53.80%	11.78	510	0.79%	8.28%
Crystal Maiden	2000	1032	3032	2	4	70	6420	45.00%	1.20	2502	52.12%	9.62	258	0.85%	7.12%
Drow Ranger	1979	1490	3469	2	5	43	8904	41.67%	1.23	2581	50.57%	10.33	373	0.98%	8.90%
Earthshaker	2086	1212	3298	2	4	78	7581	48.18%	1.20	2611	55.11%	10.23	303	0.77%	6.93%
Juggernaut	2590	1954	4544	2	5	84	11348	42.96%	1.23	3380	50.07%	9.62	489	0.85%	7.11%
Mirana	2198	1242	3440	2	4	57	7720	44.55%	1.20	2753	51.91%	10.02	311	0.83%	7.36%
Morphling	1297	1426	2723	2	6	62	9467	36.20%	1.27	1786	48.55%	13.48	357	1.01%	12.35%
Shadow Fiend	1586	1087	2673	2	5	83	6899	40.27%	1.20	1993	51.53%	10.97	272	1.15%	11.26%
Phantom Lancer	1643	1266	2909	2	5	59	7820	44.40%	1.23	2134	54.76%	11.02	317	1.06%	10.36%
Puck	1395	972	2367	2	5	86	5906	44.63%	1.22	1798	54.15%	10.39	243	1.04%	9.52%
Pudge	2851	2274	5125	2	5	64	14169	42.17%	1.24	3728	50.93%	11.26	569	0.87%	8.76%
Razor	1421	848	2269	2	5	44	5298	43.00%	1.20	1778	54.91%	10.05	212	1.35%	11.91%
Sand King	693	222	915	2	4	76	1854	41.11%	1.13	799	54.44%	13.29	56	1.10%	13.33%
Storm Spirit	1810	1814	3624	2	7	47	11849	42.08%	1.25	2424	52.24%	12.53	454	0.90%	10.16%
Sven	1323	854	2177	2	5	71	5368	47.01%	1.22	1687	55.94%	10.63	214	0.95%	8.93%
Tiny	1631	856	2487	2	4	40	5172	41.09%	1.20	2043	53.48%	8.85	214	1.62%	12.39%
Vengeful Spirit	1124	332	1456	2	4	29	2344	42.73%	1.14	1300	52.09%	7.55	83	1.46%	9.36%
Windranger	3068	2584	5652	2	5	52	15576	45.27%	1.25	4078	53.74%	10.82	646	0.89%	8.47%
Zeus	1260	630	1890	2	4	60	4227	44.36%	1.19	1552	51.97%	11.15	158	0.76%	7.61%
Kunkka	531	212	743	2	5	59	1668	46.49%	1.15	627	56.06%	13.53	53	0.77%	9.57%
Lina	1077	619	1696	2	5	57	3770	42.52%	1.19	1337	47.48%	9.45	155	0.60%	4.96%
Lion	2593	1712	4305	2	5	60	10866	43.83%	1.21	3273	52.89%	10.84	428	0.94%	9.06%
Shadow Shaman	800	293	1093	2	4	51	2047	44.39%	1.14	935	55.87%	9.15	74	1.43%	11.48%
Slardar	543	169	712	2	4	28	1229	43.51%	1.15	639	51.86%	9.21	43	1.04%	8.35%
Tidehunter	1919	983	2902	2	4	23	5611	41.87%	1.19	2369	51.53%	7.33	246	1.57%	9.66%
Witch Doctor	1244	533	1777	2	5	103	3679	44.78%	1.16	1485	54.11%	10.32	134	1.02%	9.33%
Lich	2228	1383	3611	2	5	97	8807	44.43%	1.20	2790	54.15%	10.85	346	1.01%	9.72%
Riki	745	371	1116	2	5	102	2896	46.76%	1.18	910	56.87%	15.06	93	0.73%	10.11%
Enigma	1169	1178	2347	2	7	75	7858	43.43%	1.25	1568	53.82%	13.03	295	0.88%	10.39%
Tinker	883	751	1634	2	7	103	6141	39.83%	1.23	1150	55.30%	18.47	188	0.90%	15.47%
Sniper	1011	402	1413	2	4	25	2520	46.77%	1.16	1208	53.48%	7.50	101	1.06%	6.71%
Necrophos	1323	805	2128	2	5	85	5121	44.81%	1.21	1675	51.79%	11.03	202	0.71%	6.98%
Warlock	619	301	920	2	5	88	2312	45.09%	1.18	753	52.59%	14.42	76	0.57%	7.50%
Beastmaster	1001	769	1770	2	6	76	5314	40.30%	1.22	1278	52.85%	13.21	193	1.05%	12.55%
Queen of Pain	2210	1786	3996	2	5	68	11016	43.89%	1.24	2897	52.97%	11.12	447	0.92%	9.08%
Venomancer	2279	1854	4133	2	5	92	11715	45.90%	1.25	3048	54.50%	12.04	464	0.80%	8.60%
Faceless Void	2301	2047	4348	2	6	56	12603	46.61%	1.25	3071	54.18%	11.30	512	0.75%	7.57%
Wraith King	600	161	761	2	4	16	1189	37.63%	1.11	675	53.98%	7.00	41	2.78%	16.35%
Death Prophet	691	341	1032	2	5	82	2526	42.81%	1.17	834	53.68%	13.14	86	0.91%	10.87%
Phantom Assassin	1245	597	1842	2	4	35	3678	39.70%	1.19	1539	52.07%	8.79	150	1.63%	12.37%
Pugna	1797	1116	2913	2	5	91	8199	45.01%	1.20	2256	54.69%	14.53	279	0.73%	9.68%
Templar Assassin	1475	1346	2821	2	6	97	9626	43.04%	1.22	1897	53.56%	14.16	337	0.81%	10.52%
Viper	904	308	1212	2	4	35	2224	44.09%	1.12	1033	54.56%	9.22	77	1.29%	10.47%
Luna	565	215	780	2	4	30	1432	41.91%	1.17	680	52.63%	8.81	54	1.40%	10.72%
Dragon Knight	1047	392	1439	2	4	18	2323	42.23%	1.18	1274	54.07%	6.09	98	2.41%	11.84%
Dazzle	576	196	772	2	5	123	1638	45.72%	1.15	678	50.69%	14.27	49	0.38%	4.97%
Clockwerk	2233	1436	3669	2	5	75	8627	43.49%	1.22	2849	53.19%	9.81	359	1.13%	9.70%
Leshrac	1309	1038	2347	2	6	95	7250	43.92%	1.22	1678	57.55%	13.54	260	1.11%	13.63%
Nature's Prophet	531	300	831	2	4	91	1873	34.79%	1.21	674	47.61%	10.51	75	1.38%	12.82%
Lifestealer	771	226	997	2	4	34	1622	44.03%	1.14	896	52.72%	8.00	57	1.27%	8.69%
Dark Seer	1511	1339	2850	2	7	74	9415	48.47%	1.23	1959	59.66%	13.93	335	0.88%	11.19%
Clinkz	1685	1558	3243	2	7	179	11892	42.99%	1.24	2210	53.94%	16.37	390	0.72%	10.95%
Omniknight	895	382	1277	2	4	49	2551	48.23%	1.16	1071	51.45%	9.67	96	0.38%	3.22%
Enchantress	1416	834	2250	2	6	73	5892	38.51%	1.19	1745	50.73%	12.68	209	1.06%	12.22%
Huskar	1145	1000	2145	2	6	88	7251	43.84%	1.23	1493	55.12%	15.02	250	0.82%	11.28%
Night Stalker	664	182	846	2	3	22	1271	43.36%	1.13	761	54.97%	6.22	46	2.28%	11.61%
Broodmother	934	742	1676	2	6	83	5081	35.47%	1.21	1187	49.04%	12.83	186	1.17%	13.57%
Bounty Hunter	1853	1176	3029	2	5	151	8383	46.21%	1.20	2308	51.93%	13.63	294	0.46%	5.72%
Weaver	760	427	1187	2	6	111	3511	44.90%	1.19	941	56.93%	17.15	107	0.75%	12.03%
Jakiro	1458	651	2109	2	5	67	4607	46.83%	1.16	1736	52.26%	11.27	163	0.54%	5.43%
Batrider	1399	1241	2640	2	6	65	8382	42.64%	1.23	1821	54.08%	13.15	311	0.96%	11.44%
Chen	351	311	662	2	9	78	2856	42.39%	1.20	440	58.54%	20.92	78	0.82%	16.15%
Spectre	773	276	1049	2	4	63	1956	46.60%	1.15	911	55.54%	9.84	69	1.03%	8.94%
Ancient Apparition	1513	917	2430	2	5	90	6626	49.02%	1.20	1886	57.75%	13.96	230	0.68%	8.73%
Doom	1323	584	1907	2	4	25	3410	36.74%	1.18	1618	46.45%	6.93	146	1.69%	9.71%
Ursa	1252	533	1785	2	4	68	3442	43.87%	1.17	1509	51.56%	8.81	134	1.01%	7.69%
Spirit Breaker	3349	3042	6391	2	6	52	18500	48.31%	1.25	4449	54.41%	11.05	761	0.62%	6.10%
Gyrocopter	722	250	972	2	5	20	1731	43.61%	1.15	845	53.93%	8.27	63	1.45%	10.32%
Alchemist	901	506	1407	2	4	130	3438	44.49%	1.19	1117	54.40%	12.11	127	0.91%	9.91%
Invoker	1025	717	1742	2	6	89	5392	42.66%	1.21	1301	52.95%	15.23	180	0.73%	10.29%
Silencer	2154	1192	3346	2	4	83	7578	45.46%	1.20	2697	51.59%	10.54	298	0.66%	6.13%
Outworld Destroyer	985	532	1517	2	5	57	3432	40.47%	1.19	1217	53.60%	10.38	133	1.43%	13.13%
Lycan	857	572	1429	2	6	54	3827	42.67%	1.20	1071	55.91%	11.62	143	1.27%	13.24%
Brewmaster	417	300	717	2	6	90	2603	42.62%	1.20	522	58.94%	19.59	75	0.89%	16.32%
Shadow Demon	1423	784	2207	2	5	104	5094	47.04%	1.19	1758	54.43%	10.61	196	0.78%	7.39%
Lone Druid	270	151	421	2	7	80	1370	36.86%	1.18	331	58.09%	19.68	38	1.15%	21.23%
Chaos Knight	642	330	972	2	4	105	2181	42.81%	1.18	786	55.75%	10.72	83	1.36%	12.94%
Meepo	753	932	1685	2	10	75	8489	38.20%	1.25	1000	56.82%	21.09	233	0.94%	18.62%
Treant Protector	492	246	738	2	6	72	1977	42.63%	1.17	590	57.34%	15.19	62	1.05%	14.71%
Ogre Magi	1045	380	1425	2	4	43	2526	43.73%	1.16	1237	50.87%	8.40	95	0.99%	7.14%
Undying	2651	2313	4964	2	6	142	16436	48.07%	1.24	3470	55.08%	14.39	579	0.53%	7.01%
Rubick	3284	3024	6308	2	6	100	19589	43.53%	1.25	4359	50.46%	12.45	756	0.62%	6.93%
Disruptor	2276	1270	3546	2	5	77	8079	44.05%	1.20	2834	53.38%	10.26	318	1.03%	9.33%
Nyx Assassin	2044	1160	3204	2	5	65	7111	47.29%	1.20	2545	53.15%	9.53	290	0.70%	5.86%
Naga Siren	1201	1322	2523	2	8	104	10073	49.72%	1.25	1593	59.53%	16.35	331	0.65%	9.81%
Keeper of the Light	909	635	1544	2	6	95	4630	42.27%	1.21	1151	56.57%	14.21	159	1.10%	14.30%
Io	735	554	1289	2	6	186	4426	43.81%	1.21	929	57.54%	16.91	139	0.87%	13.73%
Visage	690	608	1298	2	7	125	4353	43.26%	1.24	913	55.00%	14.66	152	0.87%	11.74%
Slark	2451	2105	4556	2	5	94	13248	46.79%	1.24	3212	53.54%	11.68	527	0.65%	6.75%
Medusa	1899	1191	3090	2	5	68	7494	40.87%	1.21	2415	51.42%	10.67	298	1.12%	10.55%
Troll Warlord	677	282	959	2	4	31	1667	42.87%	1.18	827	51.80%	6.96	71	1.54%	8.93%
Centaur Warrunner	492	146	638	2	4	24	1033	44.98%	1.15	578	59.04%	7.73	37	2.14%	14.06%
Magnus	1076	490	1566	2	4	26	3058	40.79%	1.18	1309	49.25%	8.63	123	1.14%	8.46%
Timbersaw	2390	2113	4503	2	6	63	13207	39.53%	1.24	3160	49.51%	11.50	529	0.97%	9.98%
Bristleback	469	144	613	2	4	125	1245	38.01%	1.13	542	50.32%	14.11	36	0.95%	12.31%
Tusk	1370	674	2044	2	4	72	4354	41.57%	1.18	1667	48.56%	9.91	169	0.80%	6.99%
Skywrath Mage	2936	2590	5526	2	5	91	15870	47.73%	1.25	3935	53.25%	11.40	648	0.54%	5.52%
Abaddon	624	171	795	2	3	68	1302	45.10%	1.14	725	52.53%	9.12	43	0.93%	7.43%
Elder Titan	679	508	1187	2	8	69	4242	48.27%	1.22	865	57.75%	17.81	127	0.57%	9.48%
Legion Commander	3130	2925	6055	2	6	113	18973	48.83%	1.25	4157	58.01%	12.59	732	0.81%	9.18%
Techies	2425	2143	4568	2	6	92	14328	41.23%	1.25	3226	48.59%	13.20	536	0.62%	7.36%
Ember Spirit	2232	2085	4317	2	7	67	14501	44.69%	1.24	2946	53.07%	13.94	522	0.66%	8.38%
Earth Spirit	657	485	1142	2	6	232	3871	42.86%	1.20	826	53.93%	17.26	122	0.69%	11.07%
Underlord	1070	368	1438	2	4	24	2324	42.45%	1.15	1258	53.40%	6.42	92	2.08%	10.95%
Terrorblade	1217	941	2158	2	6	70	6072	41.69%	1.22	1565	51.78%	11.56	236	0.98%	10.09%
Phoenix	908	458	1366	2	6	186	3994	39.46%	1.16	1086	50.99%	17.90	115	0.69%	11.53%
Oracle	1433	943	2376	2	5	78	6860	47.15%	1.21	1804	57.51%	14.50	236	0.78%	10.36%
Winter Wyvern	1065	296	1361	2	5	57	2396	43.58%	1.12	1215	50.20%	10.31	74	0.72%	6.62%
Arc Warden	272	143	415	2	5	61	1059	41.49%	1.17	329	56.02%	13.58	36	1.17%	14.53%
Monkey King	2109	1566	3675	2	5	69	9625	41.95%	1.22	2708	51.89%	10.58	392	1.06%	9.94%
Dark Willow	1073	685	1758	2	6	62	5018	44.70%	1.21	1350	53.73%	14.49	172	0.68%	9.03%
Pangolier	1939	1585	3524	2	6	79	10524	42.05%	1.23	2510	54.46%	12.54	397	1.10%	12.41%
Grimstroke	787	266	1053	2	4	62	1894	42.13%	1.15	928	50.09%	9.49	67	0.95%	7.96%
Hoodwink	773	268	1041	2	4	35	1883	42.21%	1.16	918	50.88%	9.24	67	1.07%	8.67%
Void Spirit	1213	626	1839	2	4	57	3601	39.63%	1.19	1500	50.52%	7.69	157	1.68%	10.89%
Snapfire	3395	3143	6538	2	6	59	18901	42.52%	1.26	4587	49.84%	10.87	786	0.76%	7.32%
Mars	2197	1530	3727	2	5	46	8855	39.89%	1.22	2825	50.50%	9.19	383	1.33%	10.61%
Dawnbreaker	1147	664	1811	2	6	89	4990	44.87%	1.19	1413	55.15%	14.36	166	0.78%	10.28%
Marci	831	456	1287	2	5	92	3282	42.78%	1.19	1032	51.60%	13.51	114	0.72%	8.82%
Primal Beast	2058	2072	4130	2	7	98	14583	45.97%	1.25	2727	54.17%	14.40	518	0.62%	8.20%
Muerta	768	470	1238	2	6	58	3314	41.45%	1.21	971	52.91%	13.03	118	0.97%	11.46%

Top 2500 Meta Trends - 7.33e

Stats for matches of top-50% (2500 rank, ~7k+ MMR) of immortal leaderboard players, data provided by Stratz.com

Average creeps kills per game: 1764.8844