Spectral Stats - Top 2500 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 (4744) Remove heroes with low number of players (2171)

	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	1559	1032	2591	2	5	55	6318	45.95%	1.20	1961	53.34%	10.18	258	0.82%	7.39%
Axe	1959	1005	2964	2	4	53	6208	41.83%	1.19	2412	52.10%	9.32	252	1.26%	10.27%
Bane	676	341	1017	2	5	99	2475	43.60%	1.18	828	56.68%	13.08	86	1.10%	13.08%
Bloodseeker	766	293	1059	2	4	42	1793	42.27%	1.17	919	50.67%	6.93	74	1.46%	8.40%
Crystal Maiden	1083	413	1496	2	4	81	2774	40.09%	1.16	1286	53.38%	9.02	104	1.69%	13.29%
Drow Ranger	1047	428	1475	2	4	71	2707	40.26%	1.18	1278	53.94%	8.50	107	1.87%	13.68%
Earthshaker	2248	1304	3552	2	5	60	7981	46.88%	1.20	2807	56.29%	9.71	326	1.11%	9.41%
Juggernaut	1215	551	1766	2	4	32	3215	39.97%	1.19	1501	48.15%	7.41	138	1.32%	8.18%
Mirana	850	300	1150	2	4	79	2078	43.03%	1.15	1004	51.25%	9.20	75	1.02%	8.22%
Morphling	1317	1497	2814	2	7	86	10252	36.66%	1.26	1784	49.50%	13.93	375	1.01%	12.84%
Shadow Fiend	1114	664	1778	2	5	147	4065	40.46%	1.21	1410	48.58%	10.01	166	0.92%	8.12%
Phantom Lancer	1497	1049	2546	2	5	39	6117	43.61%	1.22	1925	54.16%	9.39	263	1.29%	10.55%
Puck	1676	1486	3162	2	6	51	9309	41.34%	1.25	2228	49.15%	11.64	372	0.75%	7.81%
Pudge	3038	2338	5376	2	5	60	14451	42.24%	1.24	3980	51.10%	11.20	585	0.89%	8.86%
Razor	1175	508	1683	2	4	27	3137	42.38%	1.18	1437	51.32%	8.20	127	1.27%	8.94%
Sand King	641	262	903	2	5	59	2065	43.41%	1.16	766	53.40%	13.97	66	0.78%	9.99%
Storm Spirit	1053	809	1862	2	5	35	4744	40.67%	1.24	1388	49.10%	10.04	203	0.96%	8.43%
Sven	931	499	1430	2	4	36	2833	40.99%	1.20	1171	52.89%	7.71	125	1.83%	11.90%
Tiny	1413	767	2180	2	4	37	4468	40.83%	1.21	1783	53.51%	8.49	192	1.74%	12.68%
Vengeful Spirit	2092	1043	3135	2	4	97	6516	42.75%	1.19	2594	53.02%	9.54	261	1.23%	10.27%
Windranger	1578	819	2397	2	5	133	5264	42.50%	1.19	1960	49.88%	10.42	205	0.80%	7.38%
Zeus	2380	1887	4267	2	5	92	11769	46.44%	1.24	3121	57.39%	11.63	472	1.05%	10.95%
Kunkka	2222	1810	4032	2	6	61	11688	46.21%	1.23	2890	56.13%	12.17	453	0.91%	9.92%
Lina	2264	1984	4248	2	6	61	12653	42.41%	1.25	3010	52.28%	12.32	496	0.89%	9.87%
Lion	2360	1548	3908	2	5	85	9269	45.48%	1.22	3019	52.18%	9.94	387	0.77%	6.70%
Shadow Shaman	1685	1197	2882	2	5	58	7448	46.65%	1.23	2176	55.40%	11.08	300	0.89%	8.75%
Slardar	3206	3154	6360	2	6	68	19216	48.51%	1.26	4338	56.35%	11.50	789	0.77%	7.84%
Tidehunter	1686	801	2487	2	4	31	4616	43.55%	1.19	2079	57.23%	7.24	201	2.26%	13.68%
Witch Doctor	2336	1345	3681	2	5	118	8889	43.21%	1.20	2916	54.12%	11.49	337	1.06%	10.91%
Lich	1481	691	2172	2	4	115	4722	43.50%	1.17	1792	50.04%	11.13	173	0.66%	6.54%
Riki	869	402	1271	2	4	63	2803	44.26%	1.19	1071	58.03%	11.88	101	1.29%	13.77%
Enigma	434	282	716	2	5	37	1769	42.97%	1.21	548	55.60%	10.46	71	1.37%	12.63%
Tinker	556	371	927	2	7	97	3374	40.07%	1.18	675	57.32%	20.61	93	0.89%	17.25%
Sniper	1089	428	1517	2	4	37	2824	42.33%	1.17	1311	51.93%	9.00	107	1.23%	9.60%
Necrophos	2728	2283	5011	2	5	70	12728	40.17%	1.26	3676	51.75%	9.53	571	1.40%	11.58%
Warlock	1049	514	1563	2	5	132	4022	41.35%	1.16	1254	52.79%	14.73	129	0.84%	11.44%
Beastmaster	411	259	670	2	5	31	1562	39.83%	1.21	521	56.99%	9.82	65	1.99%	17.16%
Queen of Pain	2035	1411	3446	2	5	57	8460	44.13%	1.22	2625	51.66%	10.11	353	0.85%	7.53%
Venomancer	1500	919	2419	2	5	113	6178	45.66%	1.21	1889	54.91%	12.40	230	0.83%	9.25%
Faceless Void	2625	2688	5313	2	6	72	17619	46.34%	1.25	3513	54.31%	12.99	672	0.68%	7.97%
Wraith King	2912	2336	5248	2	5	110	13954	44.36%	1.23	3795	53.19%	10.40	584	0.96%	8.83%
Death Prophet	559	253	812	2	5	68	1774	43.36%	1.18	678	55.32%	11.41	64	1.17%	11.96%
Phantom Assassin	1516	717	2233	2	5	52	4402	39.73%	1.18	1845	49.55%	8.48	180	1.35%	9.82%
Pugna	2604	2692	5296	2	7	72	20139	47.66%	1.24	3441	55.82%	15.88	673	0.56%	8.16%
Templar Assassin	1466	1517	2983	2	7	44	9866	43.88%	1.26	1976	54.31%	12.73	380	0.91%	10.43%
Viper	990	421	1411	2	4	34	2655	46.61%	1.17	1195	54.08%	8.36	106	1.04%	7.47%
Luna	2342	2219	4561	2	6	62	15051	44.19%	1.25	3105	53.16%	13.53	555	0.73%	8.97%
Dragon Knight	803	317	1120	2	4	42	1939	41.38%	1.18	974	52.59%	7.33	80	1.82%	11.21%
Dazzle	1947	1377	3324	2	6	137	9535	41.85%	1.21	2478	55.26%	13.41	345	1.10%	13.41%
Clockwerk	1353	635	1988	2	4	53	3858	45.48%	1.19	1670	50.80%	8.54	159	0.72%	5.32%
Leshrac	726	425	1151	2	5	70	2674	46.35%	1.22	932	56.25%	10.76	107	1.04%	9.90%
Nature's Prophet	3249	3242	6491	2	6	44	18730	47.86%	1.26	4419	55.67%	10.27	811	0.87%	7.81%
Lifestealer	1924	1215	3139	2	5	58	6972	44.81%	1.22	2477	53.72%	8.89	304	1.16%	8.91%
Dark Seer	462	210	672	2	5	102	1464	49.45%	1.16	547	55.34%	10.94	53	0.60%	5.89%
Clinkz	857	530	1387	2	6	91	4115	42.01%	1.20	1077	55.31%	16.01	133	0.90%	13.30%
Omniknight	645	258	903	2	4	85	1868	43.86%	1.16	765	55.80%	11.45	65	1.16%	11.94%
Enchantress	835	441	1276	2	5	42	2786	35.37%	1.19	1032	45.35%	9.87	111	1.15%	9.98%
Huskar	1148	1120	2268	2	7	90	7758	43.14%	1.25	1538	52.16%	14.37	280	0.69%	9.02%
Night Stalker	1908	1108	3016	2	4	59	6501	46.78%	1.20	2392	55.67%	8.85	277	1.16%	8.89%
Broodmother	277	250	527	2	5	65	1674	42.63%	1.27	380	52.24%	14.02	63	0.75%	9.61%
Bounty Hunter	1654	1124	2778	2	5	113	7771	45.09%	1.21	2107	55.57%	13.50	281	0.85%	10.48%
Weaver	2654	2485	5139	2	6	88	15877	44.34%	1.26	3570	52.61%	12.45	622	0.74%	8.27%
Jakiro	2190	1372	3562	2	5	63	8542	46.87%	1.22	2793	54.74%	10.64	343	0.84%	7.87%
Batrider	419	179	598	2	4	40	1170	40.56%	1.19	519	53.64%	9.78	45	1.52%	13.08%
Chen	566	621	1187	2	11	96	6479	38.47%	1.22	724	58.22%	24.58	156	0.85%	19.75%
Spectre	2923	3191	6114	2	7	64	21865	47.84%	1.25	3908	54.97%	13.95	798	0.56%	7.13%
Ancient Apparition	2204	1297	3501	2	5	74	8248	44.18%	1.21	2800	52.69%	11.01	325	0.87%	8.51%
Doom	808	343	1151	2	4	44	2290	39.86%	1.17	976	53.56%	9.83	86	1.58%	13.70%
Ursa	1418	718	2136	2	4	106	4399	41.10%	1.20	1770	49.36%	9.28	180	1.02%	8.26%
Spirit Breaker	3672	2519	6191	2	4	29	12427	44.64%	1.24	4859	50.07%	6.47	630	1.04%	5.43%
Gyrocopter	2140	1817	3957	2	6	118	12646	45.28%	1.23	2787	53.48%	13.98	455	0.64%	8.20%
Alchemist	724	396	1120	2	5	114	2670	45.64%	1.19	894	56.69%	11.93	99	1.03%	11.05%
Invoker	1758	1631	3389	2	7	93	11775	42.39%	1.23	2286	54.03%	15.06	408	0.84%	11.64%
Silencer	1477	694	2171	2	4	72	4356	48.22%	1.19	1823	49.67%	9.27	174	0.18%	1.45%
Outworld Destroyer	1674	1246	2920	2	5	38	7580	45.79%	1.23	2186	53.15%	10.65	312	0.78%	7.36%
Lycan	898	692	1590	2	5	86	4437	43.58%	1.23	1168	56.70%	12.01	173	1.22%	13.12%
Brewmaster	783	756	1539	2	9	91	6529	41.98%	1.21	997	54.84%	19.44	189	0.71%	12.86%
Shadow Demon	1090	385	1475	2	4	41	2570	44.67%	1.15	1285	51.34%	8.11	97	0.96%	6.67%
Lone Druid	1253	1385	2638	2	8	76	11635	43.18%	1.24	1656	59.20%	19.38	347	0.88%	16.02%
Chaos Knight	1985	1268	3253	2	5	31	7447	42.24%	1.22	2539	53.29%	9.49	317	1.34%	11.05%
Meepo	269	244	513	2	8	81	2366	38.46%	1.23	351	60.38%	24.20	61	0.95%	21.92%
Treant Protector	2822	2761	5583	2	7	95	19724	47.24%	1.25	3755	57.54%	14.99	691	0.75%	10.30%
Ogre Magi	1283	633	1916	2	4	51	3905	42.16%	1.19	1582	49.93%	8.98	159	1.00%	7.77%
Undying	1042	468	1510	2	5	84	3331	42.10%	1.16	1240	53.54%	11.65	117	1.09%	11.44%
Rubick	2698	1991	4689	2	5	95	12037	42.27%	1.23	3486	49.36%	10.49	498	0.77%	7.09%
Disruptor	1112	384	1496	2	4	69	2740	42.63%	1.15	1309	48.32%	9.67	96	0.67%	5.69%
Nyx Assassin	2321	1553	3874	2	5	65	9671	47.24%	1.21	2938	54.17%	10.66	389	0.73%	6.93%
Naga Siren	918	854	1772	2	6	59	5497	41.81%	1.23	1196	56.54%	12.16	214	1.35%	14.73%
Keeper of the Light	800	544	1344	2	6	81	4051	42.81%	1.19	988	55.91%	14.70	136	0.97%	13.10%
Io	473	276	749	2	6	89	2306	46.67%	1.19	585	55.81%	18.28	69	0.53%	9.14%
Visage	548	452	1000	2	7	88	3584	41.10%	1.22	702	57.68%	17.20	113	1.04%	16.58%
Slark	1946	1282	3228	2	5	58	7517	44.59%	1.22	2497	53.87%	9.51	321	1.12%	9.28%
Medusa	210	44	254	2	4	20	389	37.45%	1.09	231	49.47%	9.00	11	1.52%	12.02%
Troll Warlord	1020	628	1648	2	5	53	3826	45.08%	1.22	1301	52.86%	10.07	157	0.88%	7.78%
Centaur Warrunner	2458	1916	4374	2	5	54	11766	46.33%	1.23	3211	55.24%	11.06	479	0.91%	8.91%
Magnus	2205	2120	4325	2	6	56	14320	41.97%	1.25	2933	52.49%	13.59	530	0.85%	10.52%
Timbersaw	1028	662	1690	2	5	143	4390	36.53%	1.20	1288	48.77%	11.85	166	1.15%	12.24%
Bristleback	1170	552	1722	2	5	85	3818	37.02%	1.17	1406	51.13%	11.26	138	1.40%	14.11%
Tusk	2332	1907	4239	2	6	83	12078	41.50%	1.24	3058	52.16%	11.85	477	1.00%	10.66%
Skywrath Mage	2118	1133	3251	2	4	73	7027	43.97%	1.20	2655	50.91%	9.86	284	0.80%	6.94%
Abaddon	642	275	917	2	5	58	1989	47.92%	1.17	771	57.58%	11.96	69	0.90%	9.66%
Elder Titan	244	130	374	2	7	79	1092	48.96%	1.15	288	53.65%	16.33	33	0.31%	4.69%
Legion Commander	2322	1394	3716	2	5	54	8389	45.25%	1.20	2905	51.16%	9.50	349	0.71%	5.91%
Techies	592	269	861	2	4	51	1813	38.49%	1.17	717	49.43%	10.51	68	1.17%	10.94%
Ember Spirit	725	392	1117	2	5	54	2441	42.76%	1.21	912	50.61%	9.70	98	0.92%	7.85%
Earth Spirit	805	637	1442	2	6	88	4433	41.48%	1.23	1039	51.29%	13.86	160	0.78%	9.81%
Underlord	358	78	436	2	4	11	624	39.47%	1.10	399	54.96%	6.60	20	2.82%	15.49%
Terrorblade	761	459	1220	2	4	41	2645	38.73%	1.21	958	52.17%	8.65	115	1.81%	13.44%
Phoenix	1470	1135	2605	2	6	126	8282	42.22%	1.22	1896	52.18%	15.18	284	0.71%	9.96%
Oracle	926	393	1319	2	5	79	3183	46.44%	1.16	1096	56.90%	14.82	99	0.77%	10.46%
Winter Wyvern	723	311	1034	2	5	117	2546	40.92%	1.15	848	55.59%	15.22	78	1.04%	14.67%
Arc Warden	431	353	784	2	8	65	3217	43.94%	1.22	553	57.68%	21.21	89	0.69%	13.74%
Monkey King	1669	1216	2885	2	5	68	7369	41.58%	1.22	2149	54.58%	10.67	304	1.38%	13.00%
Dark Willow	1618	1088	2706	2	6	79	7515	42.11%	1.21	2040	53.45%	13.04	272	0.96%	11.34%
Pangolier	1397	954	2351	2	6	90	6605	39.83%	1.20	1736	53.78%	12.70	239	1.21%	13.95%
Grimstroke	3251	3041	6292	2	6	83	19274	44.39%	1.25	4358	51.83%	12.16	761	0.68%	7.44%
Hoodwink	771	432	1203	2	6	88	3236	40.43%	1.18	940	53.79%	14.25	108	1.02%	13.36%
Void Spirit	1196	735	1931	2	5	33	4198	42.65%	1.22	1530	52.57%	8.65	184	1.34%	9.92%
Snapfire	1380	598	1978	2	4	43	3649	41.42%	1.18	1690	50.99%	7.91	150	1.42%	9.57%
Mars	1059	502	1561	2	4	23	2978	37.86%	1.19	1302	46.93%	7.89	126	1.35%	9.07%
Dawnbreaker	1712	1002	2714	2	5	94	6206	41.77%	1.20	2127	49.79%	9.96	251	0.92%	8.02%
Marci	1173	694	1867	2	6	94	4866	42.93%	1.19	1450	53.27%	12.95	174	0.88%	10.34%
Primal Beast	2146	2003	4149	2	6	85	12784	41.79%	1.26	2893	53.53%	12.37	501	1.06%	11.74%
Muerta	2645	2480	5125	2	6	88	16546	39.37%	1.24	3482	51.30%	13.16	620	1.00%	11.93%

Top 2500 Meta Trends - 7.34e

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

Average couriers killed per game by Radiant: 1.2252