Draft model — feature importance

LightGBM feature importance by gain: the total reduction in binary log-loss each feature contributed across every split that used it, summed over all 944 trees. Computed at request time by walking draft-model.json— no separate artifact.

Features

475

Trees

944

Total gain

1,034,468

Model size

22.2 MB

Model last retrained 2026-06-11. 15 features never split (gain = 0).

How accurate is it?

On a held-out test set of 44,111 drafts the model never saw during training, it calls the winning side correctly 73.1% of the time (decision threshold 0.5). For context, always guessing the more common side would land 51.2%, so the draft alone — before a single minion spawns — buys roughly 21.9 points over a coin-flip-aware baseline.

Accuracy

73.1%

AUC-ROC

0.814

Log loss

0.522

Test drafts

44,111

Accuracy is the share of test drafts whose winner we called right. AUC-ROC (0.5 = random, 1.0 = perfect) measures how well the predicted probability rank-orders wins from losses, independent of any threshold. Log lossrewards well-calibrated probabilities — a confident wrong call is punished harder than a hedged one. A draft predictor caps out well below 100%: most of a game's outcome is decided by in-game execution the model never sees.

Quality over time

Held-out accuracy and AUC at each retrain. Every time the model is rebuilt — new features, reweighted formulas, fresh data — a point is appended, so feature-engineering efforts that actually move the needle show up here. Hover a point for the feature count, test-set size, log loss, and a note on what changed.

Only one model version recorded so far. The trend line appears once a second retrain lands — each retrain appends a point here.

Gain by category

The categories the 475features fall into. Matchup rows are blue-perspective only (red's edge shows up as a low blue WR).

Category	Features	Total gain	% of total
Synergy	30	325,701	31.5%
Matchup	70	296,339	28.6%
Solo WR	15	115,050	11.1%
Combat	75	106,588	10.3%
Lane stats	90	63,772	6.2%
Objectives	60	54,342	5.3%
Shape	60	45,223	4.4%
Base stats	42	20,190	2.0%
Imbalance	6	5,404	0.5%
Class counts	21	1,242	0.1%
Composition	6	616	0.1%

All features (475)

Filter by category, side, or name. Click a column header to sort. The bar shows each feature's gain relative to the top feature.

Hide unused (splits = 0)

Category:·

Side:·

Showing 475 of 475 features

#		Category	Side			Meaning
1	diff_synergy_top_mid	Synergy	Shared	33,832	445	Blue minus red for: Historical duo WR of blue's top + mid ally pair (30-day window).
2	diff_synergy_jungle_mid	Synergy	Shared	28,031	516	Blue minus red for: Historical duo WR of blue's jungle + mid ally pair (30-day window).
3	diff_synergy_top_jungle	Synergy	Shared	26,515	496	Blue minus red for: Historical duo WR of blue's top + jungle ally pair (30-day window).
4	diff_synergy_top_support	Synergy	Shared	26,348	403	Blue minus red for: Historical duo WR of blue's top + support ally pair (30-day window).
5	diff_synergy_mid_support	Synergy	Shared	21,169	464	Blue minus red for: Historical duo WR of blue's mid + support ally pair (30-day window).
6	diff_synergy_jungle_support	Synergy	Shared	19,760	491	Blue minus red for: Historical duo WR of blue's jungle + support ally pair (30-day window).
7	diff_synergy_top_adc	Synergy	Shared	16,798	464	Blue minus red for: Historical duo WR of blue's top + adc ally pair (30-day window).
8	diff_mid_wr	Solo WR	Shared	16,284	724	Blue minus red for: Solo WR of blue's mid in the mid role (30-day window).
9	diff_top_wr	Solo WR	Shared	15,337	575	Blue minus red for: Solo WR of blue's top in the top role (30-day window).
10	diff_synergy_jungle_adc	Synergy	Shared	14,339	433	Blue minus red for: Historical duo WR of blue's jungle + adc ally pair (30-day window).
11	diff_synergy_mid_adc	Synergy	Shared	13,950	442	Blue minus red for: Historical duo WR of blue's mid + adc ally pair (30-day window).
12	diff_support_wr	Solo WR	Shared	13,623	621	Blue minus red for: Solo WR of blue's support in the support role (30-day window).
13	diff_jungle_wr	Solo WR	Shared	13,090	602	Blue minus red for: Solo WR of blue's jungle in the jungle role (30-day window).
14	diff_synergy_adc_support	Synergy	Shared	13,055	366	Blue minus red for: Historical duo WR of blue's adc + support ally pair (30-day window).
15	diff_adc_wr	Solo WR	Shared	12,701	638	Blue minus red for: Solo WR of blue's adc in the adc role (30-day window).
16	blue_top_worst_matchup	Matchup	Blue	12,654	353	Min of blue top's WR against each of the 5 red champions — the worst opponent on red's team (any role).
17	blue_mid_worst_matchup	Matchup	Blue	11,007	407	Min of blue mid's WR against each of the 5 red champions — the worst opponent on red's team (any role).
18	red_top_worst_matchup	Matchup	Red	10,245	343	Min of red top's WR against each of the 5 blue champions — the worst opponent on blue's team (any role).
19	red_mid_worst_matchup	Matchup	Red	10,049	338	Min of red mid's WR against each of the 5 blue champions — the worst opponent on blue's team (any role).
20	red_synergy_top_mid	Synergy	Red	8,989	409	Historical duo WR of red's top + mid ally pair (30-day window).
21	red_mid_best_matchup	Matchup	Red	8,919	342	Max of red mid's WR against each of the 5 blue champions — the friendliest opponent on blue's team (any role).
22	red_top_best_matchup	Matchup	Red	8,884	355	Max of red top's WR against each of the 5 blue champions — the friendliest opponent on blue's team (any role).
23	blue_top_best_matchup	Matchup	Blue	8,751	310	Max of blue top's WR against each of the 5 red champions — the friendliest opponent on red's team (any role).
24	blue_synergy_top_mid	Synergy	Blue	8,678	395	Historical duo WR of blue's top + mid ally pair (30-day window).
25	blue_mid_best_matchup	Matchup	Blue	8,212	339	Max of blue mid's WR against each of the 5 red champions — the friendliest opponent on red's team (any role).
26	blue_jungle_worst_matchup	Matchup	Blue	8,035	314	Min of blue jungle's WR against each of the 5 red champions — the worst opponent on red's team (any role).
27	red_synergy_top_support	Synergy	Red	7,528	395	Historical duo WR of red's top + support ally pair (30-day window).
28	blue_support_best_matchup	Matchup	Blue	7,413	317	Max of blue support's WR against each of the 5 red champions — the friendliest opponent on red's team (any role).
29	blue_top_wr	Solo WR	Blue	7,325	328	Solo WR of blue's top in the top role (30-day window).
30	blue_support_worst_matchup	Matchup	Blue	7,144	283	Min of blue support's WR against each of the 5 red champions — the worst opponent on red's team (any role).
31	blue_synergy_top_support	Synergy	Blue	7,031	370	Historical duo WR of blue's top + support ally pair (30-day window).
32	red_jungle_worst_matchup	Matchup	Red	6,693	288	Min of red jungle's WR against each of the 5 blue champions — the worst opponent on blue's team (any role).
33	red_synergy_mid_support	Synergy	Red	6,549	374	Historical duo WR of red's mid + support ally pair (30-day window).
34	red_top_wr	Solo WR	Red	6,449	304	Solo WR of red's top in the top role (30-day window).
35	blue_support_wr	Solo WR	Blue	6,326	298	Solo WR of blue's support in the support role (30-day window).
36	red_jungle_best_matchup	Matchup	Red	6,031	281	Max of red jungle's WR against each of the 5 blue champions — the friendliest opponent on blue's team (any role).
37	blue_mid_heal_shield_z	Combat	Blue	5,808	259	blue mid's Cross-role z-score of effective healing + shielding on teammates.
38	red_synergy_top_jungle	Synergy	Red	5,781	336	Historical duo WR of red's top + jungle ally pair (30-day window).
39	blue_synergy_mid_support	Synergy	Blue	5,754	322	Historical duo WR of blue's mid + support ally pair (30-day window).
40	red_support_best_matchup	Matchup	Red	5,753	256	Max of red support's WR against each of the 5 blue champions — the friendliest opponent on blue's team (any role).
41	blue_synergy_top_adc	Synergy	Blue	5,529	322	Historical duo WR of blue's top + adc ally pair (30-day window).
42	red_synergy_mid_adc	Synergy	Red	5,400	317	Historical duo WR of red's mid + adc ally pair (30-day window).
43	blue_mid_wr	Solo WR	Blue	5,343	269	Solo WR of blue's mid in the mid role (30-day window).
44	blue_synergy_jungle_support	Synergy	Blue	5,339	327	Historical duo WR of blue's jungle + support ally pair (30-day window).
45	blue_jungle_best_matchup	Matchup	Blue	5,177	282	Max of blue jungle's WR against each of the 5 red champions — the friendliest opponent on red's team (any role).
46	red_adc_worst_matchup	Matchup	Red	5,171	287	Min of red adc's WR against each of the 5 blue champions — the worst opponent on blue's team (any role).
47	blue_synergy_top_jungle	Synergy	Blue	5,069	315	Historical duo WR of blue's top + jungle ally pair (30-day window).
48	blue_synergy_mid_adc	Synergy	Blue	5,062	329	Historical duo WR of blue's mid + adc ally pair (30-day window).
49	blue_synergy_jungle_mid	Synergy	Blue	5,045	280	Historical duo WR of blue's jungle + mid ally pair (30-day window).
50	red_synergy_top_adc	Synergy	Red	5,028	312	Historical duo WR of red's top + adc ally pair (30-day window).
51	red_support_worst_matchup	Matchup	Red	4,898	244	Min of red support's WR against each of the 5 blue champions — the worst opponent on blue's team (any role).
52	blue_adc_worst_matchup	Matchup	Blue	4,869	275	Min of blue adc's WR against each of the 5 red champions — the worst opponent on red's team (any role).
53	red_top_vs_top_matchup	Matchup	Red	4,849	267	Red top's historical WR vs blue's top (same lane — direct laner matchup).
54	red_mid_vs_jungle_matchup	Matchup	Red	4,809	305	Red mid's historical WR vs blue's jungle.
55	red_mid_heal_shield_z	Combat	Red	4,788	229	red mid's Cross-role z-score of effective healing + shielding on teammates.
56	red_synergy_jungle_mid	Synergy	Red	4,784	297	Historical duo WR of red's jungle + mid ally pair (30-day window).
57	blue_mid_vs_jungle_matchup	Matchup	Blue	4,776	281	Blue mid's historical WR vs red's jungle.
58	red_support_wr	Solo WR	Red	4,762	253	Solo WR of red's support in the support role (30-day window).
59	blue_top_heal_shield_z	Combat	Blue	4,706	241	blue top's Cross-role z-score of effective healing + shielding on teammates.
60	blue_synergy_adc_support	Synergy	Blue	4,700	308	Historical duo WR of blue's adc + support ally pair (30-day window).
61	red_mid_wr	Solo WR	Red	4,642	261	Solo WR of red's mid in the mid role (30-day window).
62	blue_adc_best_matchup	Matchup	Blue	4,519	243	Max of blue adc's WR against each of the 5 red champions — the friendliest opponent on red's team (any role).
63	red_top_heal_shield_z	Combat	Red	4,471	227	red top's Cross-role z-score of effective healing + shielding on teammates.
64	red_adc_best_matchup	Matchup	Red	4,399	237	Max of red adc's WR against each of the 5 blue champions — the friendliest opponent on blue's team (any role).
65	red_synergy_jungle_support	Synergy	Red	4,383	282	Historical duo WR of red's jungle + support ally pair (30-day window).
66	blue_top_vs_jungle_matchup	Matchup	Blue	4,188	231	Blue top's historical WR vs red's jungle.
67	blue_top_vs_top_matchup	Matchup	Blue	4,165	251	Blue top's historical WR vs red's top (same lane — direct laner matchup).
68	blue_adc_heal_shield_z	Combat	Blue	4,085	182	blue adc's Cross-role z-score of effective healing + shielding on teammates.
69	red_top_vs_jungle_matchup	Matchup	Red	4,038	240	Red top's historical WR vs blue's jungle.
70	blue_mid_vs_support_matchup	Matchup	Blue	3,993	278	Blue mid's historical WR vs red's support.
71	red_synergy_adc_support	Synergy	Red	3,961	245	Historical duo WR of red's adc + support ally pair (30-day window).
72	red_mid_vs_top_matchup	Matchup	Red	3,939	264	Red mid's historical WR vs blue's top.
73	blue_mid_vs_top_matchup	Matchup	Blue	3,867	240	Blue mid's historical WR vs red's top.
74	blue_support_vs_jungle_matchup	Matchup	Blue	3,851	253	Blue support's historical WR vs red's jungle.
75	blue_jungle_vs_jungle_matchup	Matchup	Blue	3,816	230	Blue jungle's historical WR vs red's jungle (same lane — direct laner matchup).
76	red_adc_heal_shield_z	Combat	Red	3,708	167	red adc's Cross-role z-score of effective healing + shielding on teammates.
77	red_synergy_jungle_adc	Synergy	Red	3,688	260	Historical duo WR of red's jungle + adc ally pair (30-day window).
78	blue_synergy_jungle_adc	Synergy	Blue	3,607	250	Historical duo WR of blue's jungle + adc ally pair (30-day window).
79	blue_jungle_vs_support_matchup	Matchup	Blue	3,587	250	Blue jungle's historical WR vs red's support.
80	red_mid_vs_mid_matchup	Matchup	Red	3,573	228	Red mid's historical WR vs blue's mid (same lane — direct laner matchup).
81	blue_top_vs_adc_matchup	Matchup	Blue	3,562	268	Blue top's historical WR vs red's adc.
82	red_support_vs_jungle_matchup	Matchup	Red	3,557	266	Red support's historical WR vs blue's jungle.
83	red_mid_vs_support_matchup	Matchup	Red	3,504	257	Red mid's historical WR vs blue's support.
84	red_top_vs_support_matchup	Matchup	Red	3,405	251	Red top's historical WR vs blue's support.
85	blue_mid_vs_mid_matchup	Matchup	Blue	3,380	240	Blue mid's historical WR vs red's mid (same lane — direct laner matchup).
86	diff_adc_heal_shield_z	Combat	Shared	3,356	203	Blue minus red for: blue adc's Cross-role z-score of effective healing + shielding on teammates.
87	diff_top_heal_shield_z	Combat	Shared	3,323	200	Blue minus red for: blue top's Cross-role z-score of effective healing + shielding on teammates.
88	blue_top_vs_support_matchup	Matchup	Blue	3,221	230	Blue top's historical WR vs red's support.
89	diff_mid_heal_shield_z	Combat	Shared	3,192	191	Blue minus red for: blue mid's Cross-role z-score of effective healing + shielding on teammates.
90	red_top_vs_mid_matchup	Matchup	Red	3,096	245	Red top's historical WR vs blue's mid.
91	blue_support_vs_top_matchup	Matchup	Blue	3,092	236	Blue support's historical WR vs red's top.
92	red_jungle_vs_jungle_matchup	Matchup	Red	3,087	197	Red jungle's historical WR vs blue's jungle (same lane — direct laner matchup).
93	blue_jungle_vs_top_matchup	Matchup	Blue	3,036	225	Blue jungle's historical WR vs red's top.
94	blue_top_vs_mid_matchup	Matchup	Blue	3,017	223	Blue top's historical WR vs red's mid.
95	red_jungle_wr	Solo WR	Red	3,008	185	Solo WR of red's jungle in the jungle role (30-day window).
96	red_support_vs_adc_matchup	Matchup	Red	2,836	236	Red support's historical WR vs blue's adc.
97	red_mid_vs_adc_matchup	Matchup	Red	2,755	229	Red mid's historical WR vs blue's adc.
98	red_support_vs_top_matchup	Matchup	Red	2,717	211	Red support's historical WR vs blue's top.
99	red_jungle_vs_support_matchup	Matchup	Red	2,655	213	Red jungle's historical WR vs blue's support.
100	red_top_vs_adc_matchup	Matchup	Red	2,647	221	Red top's historical WR vs blue's adc.
101	red_support_vs_support_matchup	Matchup	Red	2,642	177	Red support's historical WR vs blue's support (same lane — direct laner matchup).
102	blue_adc_vs_jungle_matchup	Matchup	Blue	2,585	187	Blue adc's historical WR vs red's jungle.
103	blue_mid_vs_adc_matchup	Matchup	Blue	2,539	205	Blue mid's historical WR vs red's adc.
104	red_adc_vs_jungle_matchup	Matchup	Red	2,487	180	Red adc's historical WR vs blue's jungle.
105	red_jungle_vs_adc_matchup	Matchup	Red	2,487	216	Red jungle's historical WR vs blue's adc.
106	blue_jungle_wr	Solo WR	Blue	2,469	168	Solo WR of blue's jungle in the jungle role (30-day window).
107	blue_mid_early_strength	Shape	Blue	2,363	102	blue mid's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
108	red_mid_early_strength	Shape	Red	2,357	129	red mid's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
109	red_jungle_vs_top_matchup	Matchup	Red	2,342	203	Red jungle's historical WR vs blue's top.
110	blue_support_vs_support_matchup	Matchup	Blue	2,340	164	Blue support's historical WR vs red's support (same lane — direct laner matchup).
111	blue_support_vs_mid_matchup	Matchup	Blue	2,332	195	Blue support's historical WR vs red's mid.
112	red_jungle_heal_shield_z	Combat	Red	2,239	120	red jungle's Cross-role z-score of effective healing + shielding on teammates.
113	blue_jungle_vs_adc_matchup	Matchup	Blue	2,178	186	Blue jungle's historical WR vs red's adc.
114	red_adc_vs_top_matchup	Matchup	Red	2,173	187	Red adc's historical WR vs blue's top.
115	blue_jungle_heal_shield_z	Combat	Blue	2,132	133	blue jungle's Cross-role z-score of effective healing + shielding on teammates.
116	red_support_vs_mid_matchup	Matchup	Red	2,117	190	Red support's historical WR vs blue's mid.
117	diff_jungle_heal_shield_z	Combat	Shared	2,108	176	Blue minus red for: blue jungle's Cross-role z-score of effective healing + shielding on teammates.
118	blue_adc_vs_top_matchup	Matchup	Blue	2,042	187	Blue adc's historical WR vs red's top.
119	red_adc_vs_adc_matchup	Matchup	Red	2,033	161	Red adc's historical WR vs blue's adc (same lane — direct laner matchup).
120	blue_jungle_vs_mid_matchup	Matchup	Blue	2,009	172	Blue jungle's historical WR vs red's mid.
121	red_support_tankiness_z	Combat	Red	1,981	98	red support's Cross-role z-score of effective HP / damage taken — frontline marker.
122	red_support_damage_z	Combat	Red	1,958	103	red support's Cross-role z-score of total damage to champions per minute.
123	red_jungle_vs_mid_matchup	Matchup	Red	1,945	172	Red jungle's historical WR vs blue's mid.
124	red_adc_wr	Solo WR	Red	1,911	147	Solo WR of red's adc in the adc role (30-day window).
125	blue_support_tankiness_z	Combat	Blue	1,900	93	blue support's Cross-role z-score of effective HP / damage taken — frontline marker.
126	blue_support_kp_pg	Objectives	Blue	1,817	89	blue support's Kill participation per game — closest available proxy for jungle ganks / roams.
127	red_adc_vs_mid_matchup	Matchup	Red	1,817	174	Red adc's historical WR vs blue's mid.
128	blue_adc_wr	Solo WR	Blue	1,780	138	Solo WR of blue's adc in the adc role (30-day window).
129	blue_adc_vs_adc_matchup	Matchup	Blue	1,757	142	Blue adc's historical WR vs red's adc (same lane — direct laner matchup).
130	red_adc_vs_support_matchup	Matchup	Red	1,753	153	Red adc's historical WR vs blue's support.
131	red_support_kp_pg	Objectives	Red	1,717	96	red support's Kill participation per game — closest available proxy for jungle ganks / roams.
132	blue_adc_vs_support_matchup	Matchup	Blue	1,696	152	Blue adc's historical WR vs red's support.
133	blue_support_vs_adc_matchup	Matchup	Blue	1,671	151	Blue support's historical WR vs red's adc.
134	red_top_tankiness_z	Combat	Red	1,614	125	red top's Cross-role z-score of effective HP / damage taken — frontline marker.
135	blue_support_damage_z	Combat	Blue	1,612	86	blue support's Cross-role z-score of total damage to champions per minute.
136	diff_top_plates_pg	Lane stats	Shared	1,585	152	Blue minus red for: blue top's Turret plates taken per game.
137	blue_adc_vs_mid_matchup	Matchup	Blue	1,557	134	Blue adc's historical WR vs red's mid.
138	blue_top_tankiness_z	Combat	Blue	1,534	107	blue top's Cross-role z-score of effective HP / damage taken — frontline marker.
139	diff_support_scaling	Shape	Shared	1,514	121	Blue minus red for: blue support's Slope of WR vs game duration. Positive = scales well.
140	diff_jungle_magic_dmg_share	Combat	Shared	1,511	148	Blue minus red for: Fraction of blue jungle's damage to champions that's magic — empirical AP/AD axis from match data.
141	red_mid_magic_dmg_share	Combat	Red	1,504	100	Fraction of red mid's damage to champions that's magic — empirical AP/AD axis from match data.
142	diff_adc_max_level_lead_pg	Lane stats	Shared	1,502	120	Blue minus red for: blue adc's Max level lead over the direct laner per game.
143	blue_adc_dragons_pg	Objectives	Blue	1,461	83	blue adc's Dragon takedowns per game.
144	diff_jungle_heralds_pg	Objectives	Shared	1,453	131	Blue minus red for: blue jungle's Rift Herald takedowns per game.
145	blue_mid_magic_dmg_share	Combat	Blue	1,445	91	Fraction of blue mid's damage to champions that's magic — empirical AP/AD axis from match data.
146	diff_top_kp_pg	Objectives	Shared	1,439	145	Blue minus red for: blue top's Kill participation per game — closest available proxy for jungle ganks / roams.
147	blue_mid_tankiness_z	Combat	Blue	1,429	108	blue mid's Cross-role z-score of effective HP / damage taken — frontline marker.
148	red_team_magic_share	Imbalance	Red	1,425	142	Share of team rating that's magic damage. 0.5 = balanced AP/AD; values near 0 or 1 = stackable resists exploit.
149	diff_adc_magic_dmg_share	Combat	Shared	1,417	132	Blue minus red for: Fraction of blue adc's damage to champions that's magic — empirical AP/AD axis from match data.
150	diff_jungle_immobs_pg	Objectives	Shared	1,414	134	Blue minus red for: blue jungle's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
151	red_adc_dragons_pg	Objectives	Red	1,404	73	red adc's Dragon takedowns per game.
152	diff_avg_armor_per_level	Base stats	Shared	1,397	86	Blue minus red for: Team-average armor gained per level.
153	blue_top_early_strength	Shape	Blue	1,347	89	blue top's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
154	blue_support_heal_shield_z	Combat	Blue	1,326	84	blue support's Cross-role z-score of effective healing + shielding on teammates.
155	diff_jungle_dragons_pg	Objectives	Shared	1,311	131	Blue minus red for: blue jungle's Dragon takedowns per game.
156	diff_mid_early_strength	Shape	Shared	1,310	127	Blue minus red for: blue mid's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
157	diff_adc_dragons_pg	Objectives	Shared	1,286	111	Blue minus red for: blue adc's Dragon takedowns per game.
158	blue_support_early_strength	Shape	Blue	1,277	76	blue support's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
159	diff_mid_magic_dmg_share	Combat	Shared	1,257	107	Blue minus red for: Fraction of blue mid's damage to champions that's magic — empirical AP/AD axis from match data.
160	diff_adc_tankiness_z	Combat	Shared	1,256	108	Blue minus red for: blue adc's Cross-role z-score of effective HP / damage taken — frontline marker.
161	red_jungle_kp_pg	Objectives	Red	1,256	96	red jungle's Kill participation per game — closest available proxy for jungle ganks / roams.
162	diff_top_immobs_pg	Objectives	Shared	1,248	122	Blue minus red for: blue top's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
163	red_support_heal_shield_z	Combat	Red	1,235	74	red support's Cross-role z-score of effective healing + shielding on teammates.
164	diff_jungle_early_strength	Shape	Shared	1,225	111	Blue minus red for: blue jungle's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
165	diff_jungle_kp_pg	Objectives	Shared	1,218	116	Blue minus red for: blue jungle's Kill participation per game — closest available proxy for jungle ganks / roams.
166	diff_jungle_cc_z	Combat	Shared	1,216	126	Blue minus red for: blue jungle's Cross-role z-score of enemy champion immobilizations — CC threat.
167	red_top_early_strength	Shape	Red	1,209	86	red top's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
168	red_adc_max_level_lead_pg	Lane stats	Red	1,203	67	red adc's Max level lead over the direct laner per game.
169	blue_adc_damage_z	Combat	Blue	1,198	70	blue adc's Cross-role z-score of total damage to champions per minute.
170	diff_adc_first_turret_rate	Lane stats	Shared	1,182	105	Blue minus red for: blue adc's Rate of being on a first-turret takedown.
171	diff_avg_as	Base stats	Shared	1,177	118	Blue minus red for: Team-average base attack speed.
172	red_adc_tankiness_z	Combat	Red	1,175	83	red adc's Cross-role z-score of effective HP / damage taken — frontline marker.
173	diff_adc_kp_pg	Objectives	Shared	1,163	115	Blue minus red for: blue adc's Kill participation per game — closest available proxy for jungle ganks / roams.
174	red_top_plates_pg	Lane stats	Red	1,156	97	red top's Turret plates taken per game.
175	diff_top_damage_z	Combat	Shared	1,140	117	Blue minus red for: blue top's Cross-role z-score of total damage to champions per minute.
176	blue_jungle_lane_gold_xp_adv_pg	Lane stats	Blue	1,136	67	blue jungle's Combined gold + XP advantage at 14:00 per game.
177	blue_team_magic_share	Imbalance	Blue	1,133	111	Share of team rating that's magic damage. 0.5 = balanced AP/AD; values near 0 or 1 = stackable resists exploit.
178	red_mid_tankiness_z	Combat	Red	1,123	79	red mid's Cross-role z-score of effective HP / damage taken — frontline marker.
179	diff_jungle_early_gold_xp_adv_pg	Lane stats	Shared	1,116	111	Blue minus red for: blue jungle's Combined gold + XP advantage at 7:00 per game.
180	red_adc_damage_z	Combat	Red	1,113	77	red adc's Cross-role z-score of total damage to champions per minute.
181	diff_top_tankiness_z	Combat	Shared	1,109	114	Blue minus red for: blue top's Cross-role z-score of effective HP / damage taken — frontline marker.
182	red_support_heralds_pg	Objectives	Red	1,102	85	red support's Rift Herald takedowns per game.
183	blue_avg_hp_per_level	Base stats	Blue	1,099	106	Team-average HP gained per level.
184	diff_adc_heralds_pg	Objectives	Shared	1,094	106	Blue minus red for: blue adc's Rift Herald takedowns per game.
185	diff_mid_tankiness_z	Combat	Shared	1,085	101	Blue minus red for: blue mid's Cross-role z-score of effective HP / damage taken — frontline marker.
186	blue_support_heralds_pg	Objectives	Blue	1,082	85	blue support's Rift Herald takedowns per game.
187	blue_adc_max_level_lead_pg	Lane stats	Blue	1,081	66	blue adc's Max level lead over the direct laner per game.
188	diff_mid_max_cs_adv_pg	Lane stats	Shared	1,077	109	Blue minus red for: blue mid's Max CS lead over the direct laner per game.
189	blue_support_dragons_pg	Objectives	Blue	1,075	72	blue support's Dragon takedowns per game.
190	diff_top_heralds_pg	Objectives	Shared	1,072	113	Blue minus red for: blue top's Rift Herald takedowns per game.
191	diff_top_max_level_lead_pg	Lane stats	Shared	1,071	100	Blue minus red for: blue top's Max level lead over the direct laner per game.
192	blue_mid_max_level_lead_pg	Lane stats	Blue	1,069	75	blue mid's Max level lead over the direct laner per game.
193	diff_adc_lane_gold_xp_adv_pg	Lane stats	Shared	1,067	89	Blue minus red for: blue adc's Combined gold + XP advantage at 14:00 per game.
194	diff_adc_laning_strength	Shape	Shared	1,064	89	Blue minus red for: blue adc's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
195	diff_support_tankiness_z	Combat	Shared	1,058	106	Blue minus red for: blue support's Cross-role z-score of effective HP / damage taken — frontline marker.
196	diff_support_kp_pg	Objectives	Shared	1,053	105	Blue minus red for: blue support's Kill participation per game — closest available proxy for jungle ganks / roams.
197	red_mid_max_level_lead_pg	Lane stats	Red	1,051	73	red mid's Max level lead over the direct laner per game.
198	red_avg_as	Base stats	Red	1,050	101	Team-average base attack speed.
199	diff_mid_immobs_pg	Objectives	Shared	1,039	103	Blue minus red for: blue mid's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
200	diff_jungle_plates_pg	Lane stats	Shared	1,039	104	Blue minus red for: blue jungle's Turret plates taken per game.
201	blue_jungle_kp_pg	Objectives	Blue	1,037	81	blue jungle's Kill participation per game — closest available proxy for jungle ganks / roams.
202	diff_adc_cc_z	Combat	Shared	1,029	92	Blue minus red for: blue adc's Cross-role z-score of enemy champion immobilizations — CC threat.
203	blue_jungle_early_strength	Shape	Blue	1,028	75	blue jungle's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
204	diff_top_dragons_pg	Objectives	Shared	1,027	102	Blue minus red for: blue top's Dragon takedowns per game.
205	diff_avg_hp_per_level	Base stats	Shared	1,019	101	Blue minus red for: Team-average HP gained per level.
206	diff_jungle_tankiness_z	Combat	Shared	1,016	99	Blue minus red for: blue jungle's Cross-role z-score of effective HP / damage taken — frontline marker.
207	diff_support_dragons_pg	Objectives	Shared	1,016	93	Blue minus red for: blue support's Dragon takedowns per game.
208	diff_top_magic_dmg_share	Combat	Shared	1,015	107	Blue minus red for: Fraction of blue top's damage to champions that's magic — empirical AP/AD axis from match data.
209	blue_adc_tankiness_z	Combat	Blue	1,012	77	blue adc's Cross-role z-score of effective HP / damage taken — frontline marker.
210	diff_adc_early_gold_xp_adv_pg	Lane stats	Shared	1,012	85	Blue minus red for: blue adc's Combined gold + XP advantage at 7:00 per game.
211	blue_support_max_cs_adv_pg	Lane stats	Blue	1,010	75	blue support's Max CS lead over the direct laner per game.
212	blue_adc_late_strength	Shape	Blue	1,001	63	blue adc's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
213	diff_mid_plates_pg	Lane stats	Shared	996	101	Blue minus red for: blue mid's Turret plates taken per game.
214	red_top_magic_dmg_share	Combat	Red	995	90	Fraction of red top's damage to champions that's magic — empirical AP/AD axis from match data.
215	blue_top_damage_z	Combat	Blue	993	94	blue top's Cross-role z-score of total damage to champions per minute.
216	blue_jungle_heralds_pg	Objectives	Blue	988	79	blue jungle's Rift Herald takedowns per game.
217	diff_top_lane_gold_xp_adv_pg	Lane stats	Shared	983	86	Blue minus red for: blue top's Combined gold + XP advantage at 14:00 per game.
218	red_jungle_heralds_pg	Objectives	Red	981	64	red jungle's Rift Herald takedowns per game.
219	red_support_late_strength	Shape	Red	977	60	red support's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
220	blue_top_magic_dmg_share	Combat	Blue	972	82	Fraction of blue top's damage to champions that's magic — empirical AP/AD axis from match data.
221	red_jungle_early_gold_xp_adv_pg	Lane stats	Red	969	78	red jungle's Combined gold + XP advantage at 7:00 per game.
222	red_top_kp_pg	Objectives	Red	969	80	red top's Kill participation per game — closest available proxy for jungle ganks / roams.
223	blue_mid_damage_z	Combat	Blue	964	79	blue mid's Cross-role z-score of total damage to champions per minute.
224	blue_avg_as	Base stats	Blue	963	94	Team-average base attack speed.
225	diff_support_heal_shield_z	Combat	Shared	961	94	Blue minus red for: blue support's Cross-role z-score of effective healing + shielding on teammates.
226	diff_support_plates_pg	Lane stats	Shared	956	97	Blue minus red for: blue support's Turret plates taken per game.
227	diff_jungle_lane_gold_xp_adv_pg	Lane stats	Shared	952	89	Blue minus red for: blue jungle's Combined gold + XP advantage at 14:00 per game.
228	diff_team_damage_imbalance	Imbalance	Shared	941	87	Blue minus red for: Absolute gap between team magic and attack ratings (per champion) — non-monotonic across lanes, expensive for trees to derive from individual values.
229	diff_support_late_strength	Shape	Shared	931	91	Blue minus red for: blue support's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
230	diff_top_cc_z	Combat	Shared	931	102	Blue minus red for: blue top's Cross-role z-score of enemy champion immobilizations — CC threat.
231	diff_support_heralds_pg	Objectives	Shared	924	94	Blue minus red for: blue support's Rift Herald takedowns per game.
232	diff_support_max_cs_adv_pg	Lane stats	Shared	924	89	Blue minus red for: blue support's Max CS lead over the direct laner per game.
233	diff_mid_dragons_pg	Objectives	Shared	921	90	Blue minus red for: blue mid's Dragon takedowns per game.
234	red_mid_damage_z	Combat	Red	913	77	red mid's Cross-role z-score of total damage to champions per minute.
235	diff_adc_late_strength	Shape	Shared	911	90	Blue minus red for: blue adc's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
236	red_top_max_level_lead_pg	Lane stats	Red	911	70	red top's Max level lead over the direct laner per game.
237	diff_mid_damage_z	Combat	Shared	908	92	Blue minus red for: blue mid's Cross-role z-score of total damage to champions per minute.
238	blue_top_kp_pg	Objectives	Blue	900	72	blue top's Kill participation per game — closest available proxy for jungle ganks / roams.
239	diff_adc_plates_pg	Lane stats	Shared	899	93	Blue minus red for: blue adc's Turret plates taken per game.
240	blue_mid_plates_pg	Lane stats	Blue	895	65	blue mid's Turret plates taken per game.
241	red_top_late_strength	Shape	Red	893	61	red top's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
242	diff_mid_early_gold_xp_adv_pg	Lane stats	Shared	888	97	Blue minus red for: blue mid's Combined gold + XP advantage at 7:00 per game.
243	diff_adc_scaling	Shape	Shared	887	78	Blue minus red for: blue adc's Slope of WR vs game duration. Positive = scales well.
244	blue_top_late_strength	Shape	Blue	884	62	blue top's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
245	diff_mid_kp_pg	Objectives	Shared	881	92	Blue minus red for: blue mid's Kill participation per game — closest available proxy for jungle ganks / roams.
246	red_top_heralds_pg	Objectives	Red	875	74	red top's Rift Herald takedowns per game.
247	red_top_dragons_pg	Objectives	Red	874	88	red top's Dragon takedowns per game.
248	diff_mid_max_level_lead_pg	Lane stats	Shared	866	82	Blue minus red for: blue mid's Max level lead over the direct laner per game.
249	diff_support_max_level_lead_pg	Lane stats	Shared	866	87	Blue minus red for: blue support's Max level lead over the direct laner per game.
250	diff_jungle_scaling	Shape	Shared	865	82	Blue minus red for: blue jungle's Slope of WR vs game duration. Positive = scales well.
251	diff_support_immobs_pg	Objectives	Shared	864	87	Blue minus red for: blue support's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
252	red_mid_immobs_pg	Objectives	Red	864	81	red mid's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
253	diff_adc_early_strength	Shape	Shared	861	85	Blue minus red for: blue adc's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
254	diff_mid_cc_z	Combat	Shared	855	87	Blue minus red for: blue mid's Cross-role z-score of enemy champion immobilizations — CC threat.
255	red_support_early_strength	Shape	Red	854	62	red support's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
256	red_avg_hp_per_level	Base stats	Red	847	85	Team-average HP gained per level.
257	diff_adc_immobs_pg	Objectives	Shared	846	86	Blue minus red for: blue adc's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
258	diff_support_cc_z	Combat	Shared	842	88	Blue minus red for: blue support's Cross-role z-score of enemy champion immobilizations — CC threat.
259	diff_support_first_turret_rate	Lane stats	Shared	840	87	Blue minus red for: blue support's Rate of being on a first-turret takedown.
260	blue_adc_magic_dmg_share	Combat	Blue	839	68	Fraction of blue adc's damage to champions that's magic — empirical AP/AD axis from match data.
261	diff_jungle_damage_z	Combat	Shared	836	88	Blue minus red for: blue jungle's Cross-role z-score of total damage to champions per minute.
262	diff_support_damage_z	Combat	Shared	830	75	Blue minus red for: blue support's Cross-role z-score of total damage to champions per minute.
263	blue_jungle_late_strength	Shape	Blue	829	72	blue jungle's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
264	blue_jungle_cc_z	Combat	Blue	828	71	blue jungle's Cross-role z-score of enemy champion immobilizations — CC threat.
265	red_top_damage_z	Combat	Red	827	72	red top's Cross-role z-score of total damage to champions per minute.
266	diff_adc_damage_z	Combat	Shared	823	84	Blue minus red for: blue adc's Cross-role z-score of total damage to champions per minute.
267	diff_mid_first_turret_rate	Lane stats	Shared	819	87	Blue minus red for: blue mid's Rate of being on a first-turret takedown.
268	diff_support_early_strength	Shape	Shared	818	80	Blue minus red for: blue support's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
269	blue_support_first_turret_rate	Lane stats	Blue	817	66	blue support's Rate of being on a first-turret takedown.
270	diff_team_magic_share	Imbalance	Shared	810	85	Blue minus red for: Share of team rating that's magic damage. 0.5 = balanced AP/AD; values near 0 or 1 = stackable resists exploit.
271	blue_mid_late_strength	Shape	Blue	802	77	blue mid's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
272	diff_top_early_gold_xp_adv_pg	Lane stats	Shared	793	87	Blue minus red for: blue top's Combined gold + XP advantage at 7:00 per game.
273	diff_top_late_strength	Shape	Shared	788	78	Blue minus red for: blue top's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
274	blue_top_early_gold_xp_adv_pg	Lane stats	Blue	781	70	blue top's Combined gold + XP advantage at 7:00 per game.
275	red_avg_ad	Base stats	Red	779	79	Team-average base attack damage at level 1.
276	red_adc_cc_z	Combat	Red	777	69	red adc's Cross-role z-score of enemy champion immobilizations — CC threat.
277	diff_avg_range	Base stats	Shared	770	82	Blue minus red for: Team-average auto-attack range.
278	red_top_immobs_pg	Objectives	Red	769	76	red top's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
279	diff_top_early_strength	Shape	Shared	763	78	Blue minus red for: blue top's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
280	red_support_max_cs_adv_pg	Lane stats	Red	762	60	red support's Max CS lead over the direct laner per game.
281	blue_support_late_strength	Shape	Blue	762	55	blue support's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
282	diff_mid_heralds_pg	Objectives	Shared	761	83	Blue minus red for: blue mid's Rift Herald takedowns per game.
283	diff_mid_late_strength	Shape	Shared	761	80	Blue minus red for: blue mid's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
284	red_avg_armor	Base stats	Red	751	74	Team-average base armor at level 1.
285	diff_jungle_max_cs_adv_pg	Lane stats	Shared	746	78	Blue minus red for: blue jungle's Max CS lead over the direct laner per game.
286	diff_support_early_gold_xp_adv_pg	Lane stats	Shared	745	80	Blue minus red for: blue support's Combined gold + XP advantage at 7:00 per game.
287	blue_top_cc_z	Combat	Blue	740	69	blue top's Cross-role z-score of enemy champion immobilizations — CC threat.
288	diff_jungle_late_strength	Shape	Shared	738	72	Blue minus red for: blue jungle's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
289	diff_support_magic_dmg_share	Combat	Shared	735	78	Blue minus red for: Fraction of blue support's damage to champions that's magic — empirical AP/AD axis from match data.
290	blue_top_dragons_pg	Objectives	Blue	734	74	blue top's Dragon takedowns per game.
291	diff_jungle_max_level_lead_pg	Lane stats	Shared	725	69	Blue minus red for: blue jungle's Max level lead over the direct laner per game.
292	red_mid_late_strength	Shape	Red	721	65	red mid's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
293	diff_mid_scaling	Shape	Shared	717	74	Blue minus red for: blue mid's Slope of WR vs game duration. Positive = scales well.
294	diff_avg_armor	Base stats	Shared	715	75	Blue minus red for: Team-average base armor at level 1.
295	blue_top_scaling	Shape	Blue	715	46	blue top's Slope of WR vs game duration. Positive = scales well.
296	blue_support_magic_dmg_share	Combat	Blue	714	60	Fraction of blue support's damage to champions that's magic — empirical AP/AD axis from match data.
297	blue_support_plates_pg	Lane stats	Blue	712	55	blue support's Turret plates taken per game.
298	diff_top_scaling	Shape	Shared	710	69	Blue minus red for: blue top's Slope of WR vs game duration. Positive = scales well.
299	blue_top_heralds_pg	Objectives	Blue	709	63	blue top's Rift Herald takedowns per game.
300	blue_adc_heralds_pg	Objectives	Blue	709	55	blue adc's Rift Herald takedowns per game.
301	diff_avg_hp	Base stats	Shared	705	76	Blue minus red for: Team-average base HP at level 1.
302	blue_avg_hp	Base stats	Blue	704	76	Team-average base HP at level 1.
303	blue_support_early_gold_xp_adv_pg	Lane stats	Blue	701	69	blue support's Combined gold + XP advantage at 7:00 per game.
304	diff_jungle_first_turret_rate	Lane stats	Shared	694	73	Blue minus red for: blue jungle's Rate of being on a first-turret takedown.
305	red_mid_heralds_pg	Objectives	Red	692	59	red mid's Rift Herald takedowns per game.
306	blue_mid_max_cs_adv_pg	Lane stats	Blue	689	63	blue mid's Max CS lead over the direct laner per game.
307	red_support_cc_z	Combat	Red	685	59	red support's Cross-role z-score of enemy champion immobilizations — CC threat.
308	diff_mid_lane_gold_xp_adv_pg	Lane stats	Shared	677	66	Blue minus red for: blue mid's Combined gold + XP advantage at 14:00 per game.
309	blue_top_max_cs_adv_pg	Lane stats	Blue	677	65	blue top's Max CS lead over the direct laner per game.
310	red_mid_kp_pg	Objectives	Red	675	61	red mid's Kill participation per game — closest available proxy for jungle ganks / roams.
311	red_support_magic_dmg_share	Combat	Red	675	53	Fraction of red support's damage to champions that's magic — empirical AP/AD axis from match data.
312	blue_mid_kp_pg	Objectives	Blue	672	57	blue mid's Kill participation per game — closest available proxy for jungle ganks / roams.
313	diff_support_lane_gold_xp_adv_pg	Lane stats	Shared	669	70	Blue minus red for: blue support's Combined gold + XP advantage at 14:00 per game.
314	diff_top_first_turret_rate	Lane stats	Shared	663	71	Blue minus red for: blue top's Rate of being on a first-turret takedown.
315	red_jungle_lane_gold_xp_adv_pg	Lane stats	Red	662	55	red jungle's Combined gold + XP advantage at 14:00 per game.
316	blue_mid_dragons_pg	Objectives	Blue	660	61	blue mid's Dragon takedowns per game.
317	blue_top_max_level_lead_pg	Lane stats	Blue	658	56	blue top's Max level lead over the direct laner per game.
318	red_avg_hp	Base stats	Red	655	72	Team-average base HP at level 1.
319	red_adc_magic_dmg_share	Combat	Red	653	54	Fraction of red adc's damage to champions that's magic — empirical AP/AD axis from match data.
320	red_top_max_cs_adv_pg	Lane stats	Red	645	66	red top's Max CS lead over the direct laner per game.
321	red_jungle_tankiness_z	Combat	Red	642	61	red jungle's Cross-role z-score of effective HP / damage taken — frontline marker.
322	blue_mid_scaling	Shape	Blue	641	55	blue mid's Slope of WR vs game duration. Positive = scales well.
323	red_adc_kp_pg	Objectives	Red	640	56	red adc's Kill participation per game — closest available proxy for jungle ganks / roams.
324	red_jungle_late_strength	Shape	Red	639	57	red jungle's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
325	red_adc_early_strength	Shape	Red	638	58	red adc's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
326	red_jungle_early_strength	Shape	Red	637	61	red jungle's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
327	diff_mid_laning_strength	Shape	Shared	636	67	Blue minus red for: blue mid's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
328	red_support_first_turret_rate	Lane stats	Red	631	52	red support's Rate of being on a first-turret takedown.
329	blue_avg_ad	Base stats	Blue	630	68	Team-average base attack damage at level 1.
330	red_top_early_gold_xp_adv_pg	Lane stats	Red	629	61	red top's Combined gold + XP advantage at 7:00 per game.
331	blue_top_immobs_pg	Objectives	Blue	626	56	blue top's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
332	red_avg_armor_per_level	Base stats	Red	625	60	Team-average armor gained per level.
333	diff_support_laning_strength	Shape	Shared	618	66	Blue minus red for: blue support's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
334	red_mid_lane_gold_xp_adv_pg	Lane stats	Red	617	54	red mid's Combined gold + XP advantage at 14:00 per game.
335	blue_jungle_dragons_pg	Objectives	Blue	617	52	blue jungle's Dragon takedowns per game.
336	red_mid_cc_z	Combat	Red	609	57	red mid's Cross-role z-score of enemy champion immobilizations — CC threat.
337	diff_top_laning_strength	Shape	Shared	607	60	Blue minus red for: blue top's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
338	red_adc_heralds_pg	Objectives	Red	603	48	red adc's Rift Herald takedowns per game.
339	blue_avg_range	Base stats	Blue	603	64	Team-average auto-attack range.
340	red_mid_scaling	Shape	Red	592	54	red mid's Slope of WR vs game duration. Positive = scales well.
341	diff_top_max_cs_adv_pg	Lane stats	Shared	588	63	Blue minus red for: blue top's Max CS lead over the direct laner per game.
342	blue_mid_heralds_pg	Objectives	Blue	588	56	blue mid's Rift Herald takedowns per game.
343	red_top_first_turret_rate	Lane stats	Red	588	54	red top's Rate of being on a first-turret takedown.
344	blue_mid_immobs_pg	Objectives	Blue	585	58	blue mid's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
345	blue_top_lane_gold_xp_adv_pg	Lane stats	Blue	582	45	blue top's Combined gold + XP advantage at 14:00 per game.
346	red_jungle_magic_dmg_share	Combat	Red	581	57	Fraction of red jungle's damage to champions that's magic — empirical AP/AD axis from match data.
347	blue_jungle_tankiness_z	Combat	Blue	581	63	blue jungle's Cross-role z-score of effective HP / damage taken — frontline marker.
348	red_mid_max_cs_adv_pg	Lane stats	Red	578	57	red mid's Max CS lead over the direct laner per game.
349	diff_adc_max_cs_adv_pg	Lane stats	Shared	577	60	Blue minus red for: blue adc's Max CS lead over the direct laner per game.
350	blue_support_scaling	Shape	Blue	573	43	blue support's Slope of WR vs game duration. Positive = scales well.
351	red_support_dragons_pg	Objectives	Red	568	46	red support's Dragon takedowns per game.
352	blue_mid_cc_z	Combat	Blue	568	57	blue mid's Cross-role z-score of enemy champion immobilizations — CC threat.
353	blue_avg_armor	Base stats	Blue	566	64	Team-average base armor at level 1.
354	blue_mid_early_gold_xp_adv_pg	Lane stats	Blue	562	57	blue mid's Combined gold + XP advantage at 7:00 per game.
355	red_top_lane_gold_xp_adv_pg	Lane stats	Red	557	45	red top's Combined gold + XP advantage at 14:00 per game.
356	red_team_damage_imbalance	Imbalance	Red	556	55	Absolute gap between team magic and attack ratings (per champion) — non-monotonic across lanes, expensive for trees to derive from individual values.
357	red_avg_range	Base stats	Red	554	55	Team-average auto-attack range.
358	blue_jungle_first_turret_rate	Lane stats	Blue	553	59	blue jungle's Rate of being on a first-turret takedown.
359	blue_support_cc_z	Combat	Blue	547	46	blue support's Cross-role z-score of enemy champion immobilizations — CC threat.
360	blue_top_plates_pg	Lane stats	Blue	545	57	blue top's Turret plates taken per game.
361	blue_mid_first_turret_rate	Lane stats	Blue	545	56	blue mid's Rate of being on a first-turret takedown.
362	red_top_cc_z	Combat	Red	545	55	red top's Cross-role z-score of enemy champion immobilizations — CC threat.
363	blue_adc_plates_pg	Lane stats	Blue	544	54	blue adc's Turret plates taken per game.
364	blue_jungle_max_level_lead_pg	Lane stats	Blue	542	49	blue jungle's Max level lead over the direct laner per game.
365	red_mid_plates_pg	Lane stats	Red	540	53	red mid's Turret plates taken per game.
366	blue_team_damage_imbalance	Imbalance	Blue	539	56	Absolute gap between team magic and attack ratings (per champion) — non-monotonic across lanes, expensive for trees to derive from individual values.
367	red_support_plates_pg	Lane stats	Red	533	52	red support's Turret plates taken per game.
368	red_jungle_scaling	Shape	Red	524	47	red jungle's Slope of WR vs game duration. Positive = scales well.
369	blue_jungle_magic_dmg_share	Combat	Blue	522	49	Fraction of blue jungle's damage to champions that's magic — empirical AP/AD axis from match data.
370	blue_top_laning_strength	Shape	Blue	522	47	blue top's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
371	diff_avg_ad	Base stats	Shared	522	52	Blue minus red for: Team-average base attack damage at level 1.
372	red_adc_plates_pg	Lane stats	Red	521	46	red adc's Turret plates taken per game.
373	red_jungle_immobs_pg	Objectives	Red	519	53	red jungle's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
374	blue_jungle_immobs_pg	Objectives	Blue	515	46	blue jungle's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
375	blue_adc_lane_gold_xp_adv_pg	Lane stats	Blue	515	45	blue adc's Combined gold + XP advantage at 14:00 per game.
376	blue_adc_immobs_pg	Objectives	Blue	510	49	blue adc's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
377	blue_top_first_turret_rate	Lane stats	Blue	508	47	blue top's Rate of being on a first-turret takedown.
378	red_jungle_plates_pg	Lane stats	Red	506	52	red jungle's Turret plates taken per game.
379	blue_support_max_level_lead_pg	Lane stats	Blue	501	42	blue support's Max level lead over the direct laner per game.
380	blue_adc_early_strength	Shape	Blue	497	42	blue adc's Residual WR in games ending ≤20 min relative to overall WR — picks up early-game power not captured by linear scaling.
381	red_support_scaling	Shape	Red	496	39	red support's Slope of WR vs game duration. Positive = scales well.
382	red_support_laning_strength	Shape	Red	493	49	red support's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
383	red_support_immobs_pg	Objectives	Red	491	44	red support's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
384	red_support_early_gold_xp_adv_pg	Lane stats	Red	480	45	red support's Combined gold + XP advantage at 7:00 per game.
385	red_jungle_cc_z	Combat	Red	462	51	red jungle's Cross-role z-score of enemy champion immobilizations — CC threat.
386	red_jungle_first_turret_rate	Lane stats	Red	458	49	red jungle's Rate of being on a first-turret takedown.
387	red_support_max_level_lead_pg	Lane stats	Red	457	44	red support's Max level lead over the direct laner per game.
388	red_mid_early_gold_xp_adv_pg	Lane stats	Red	457	45	red mid's Combined gold + XP advantage at 7:00 per game.
389	blue_mid_laning_strength	Shape	Blue	455	47	blue mid's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
390	blue_jungle_early_gold_xp_adv_pg	Lane stats	Blue	448	38	blue jungle's Combined gold + XP advantage at 7:00 per game.
391	red_top_laning_strength	Shape	Red	447	38	red top's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
392	blue_avg_armor_per_level	Base stats	Blue	430	39	Team-average armor gained per level.
393	blue_jungle_plates_pg	Lane stats	Blue	426	41	blue jungle's Turret plates taken per game.
394	red_jungle_dragons_pg	Objectives	Red	423	43	red jungle's Dragon takedowns per game.
395	red_mid_dragons_pg	Objectives	Red	423	41	red mid's Dragon takedowns per game.
396	red_adc_laning_strength	Shape	Red	419	40	red adc's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
397	blue_jungle_scaling	Shape	Blue	419	38	blue jungle's Slope of WR vs game duration. Positive = scales well.
398	blue_adc_kp_pg	Objectives	Blue	418	41	blue adc's Kill participation per game — closest available proxy for jungle ganks / roams.
399	red_jungle_max_cs_adv_pg	Lane stats	Red	415	43	red jungle's Max CS lead over the direct laner per game.
400	red_top_scaling	Shape	Red	410	28	red top's Slope of WR vs game duration. Positive = scales well.
401	blue_mid_lane_gold_xp_adv_pg	Lane stats	Blue	410	40	blue mid's Combined gold + XP advantage at 14:00 per game.
402	red_adc_immobs_pg	Objectives	Red	410	41	red adc's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
403	blue_adc_laning_strength	Shape	Blue	403	37	blue adc's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
404	red_mid_laning_strength	Shape	Red	389	40	red mid's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
405	blue_jungle_max_cs_adv_pg	Lane stats	Blue	386	42	blue jungle's Max CS lead over the direct laner per game.
406	blue_adc_cc_z	Combat	Blue	383	36	blue adc's Cross-role z-score of enemy champion immobilizations — CC threat.
407	red_jungle_max_level_lead_pg	Lane stats	Red	381	38	red jungle's Max level lead over the direct laner per game.
408	red_adc_late_strength	Shape	Red	380	34	red adc's Residual WR in games lasting ≥30 min relative to overall WR — late-game power, complement of early_strength.
409	blue_adc_max_cs_adv_pg	Lane stats	Blue	379	38	blue adc's Max CS lead over the direct laner per game.
410	blue_adc_first_turret_rate	Lane stats	Blue	379	36	blue adc's Rate of being on a first-turret takedown.
411	red_mid_first_turret_rate	Lane stats	Red	376	37	red mid's Rate of being on a first-turret takedown.
412	red_jungle_damage_z	Combat	Red	375	38	red jungle's Cross-role z-score of total damage to champions per minute.
413	blue_support_laning_strength	Shape	Blue	365	34	blue support's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
414	red_avg_mr	Base stats	Red	364	36	Team-average base magic resist at level 1.
415	red_adc_lane_gold_xp_adv_pg	Lane stats	Red	355	28	red adc's Combined gold + XP advantage at 14:00 per game.
416	red_support_lane_gold_xp_adv_pg	Lane stats	Red	353	30	red support's Combined gold + XP advantage at 14:00 per game.
417	blue_support_immobs_pg	Objectives	Blue	351	39	blue support's Enemy champion immobilizations per game (CC events; proxy for gank pressure).
418	diff_avg_mr	Base stats	Shared	338	36	Blue minus red for: Team-average base magic resist at level 1.
419	blue_support_lane_gold_xp_adv_pg	Lane stats	Blue	334	31	blue support's Combined gold + XP advantage at 14:00 per game.
420	red_avg_ms	Base stats	Red	317	32	Team-average base movement speed.
421	diff_avg_ms	Base stats	Shared	312	33	Blue minus red for: Team-average base movement speed.
422	blue_avg_ms	Base stats	Blue	297	31	Team-average base movement speed.
423	blue_jungle_damage_z	Combat	Blue	292	28	blue jungle's Cross-role z-score of total damage to champions per minute.
424	blue_adc_scaling	Shape	Blue	282	28	blue adc's Slope of WR vs game duration. Positive = scales well.
425	blue_adc_early_gold_xp_adv_pg	Lane stats	Blue	276	24	blue adc's Combined gold + XP advantage at 7:00 per game.
426	red_adc_max_cs_adv_pg	Lane stats	Red	276	25	red adc's Max CS lead over the direct laner per game.
427	red_adc_early_gold_xp_adv_pg	Lane stats	Red	272	21	red adc's Combined gold + XP advantage at 7:00 per game.
428	red_adc_scaling	Shape	Red	262	27	red adc's Slope of WR vs game duration. Positive = scales well.
429	red_adc_first_turret_rate	Lane stats	Red	259	26	red adc's Rate of being on a first-turret takedown.
430	blue_avg_mr	Base stats	Blue	253	24	Team-average base magic resist at level 1.
431	diff_class_tank	Class counts	Shared	235	20	Blue minus red for: Count of champions on this side carrying the Data Dragon "Tank" tag.
432	diff_num_manaless	Composition	Shared	232	23	Blue minus red for: Count of champions on this side whose resource type is not Mana (energy, fury, etc.).
433	diff_avg_mr_per_level	Base stats	Shared	221	22	Blue minus red for: Team-average MR gained per level.
434	diff_avg_rating_magic	Base stats	Shared	199	18	Blue minus red for: Riot's 0-10 magic rating, averaged across the team.
435	red_class_fighter	Class counts	Red	176	16	Count of champions on this side carrying the Data Dragon "Fighter" tag.
436	red_num_manaless	Composition	Red	162	16	Count of champions on this side whose resource type is not Mana (energy, fury, etc.).
437	red_avg_mr_per_level	Base stats	Red	160	16	Team-average MR gained per level.
438	blue_avg_rating_attack	Base stats	Blue	153	17	Riot's 0-10 attack rating, averaged across the team.
439	blue_avg_mr_per_level	Base stats	Blue	150	16	Team-average MR gained per level.
440	diff_avg_rating_attack	Base stats	Shared	137	14	Blue minus red for: Riot's 0-10 attack rating, averaged across the team.
441	blue_avg_rating_magic	Base stats	Blue	132	14	Riot's 0-10 magic rating, averaged across the team.
442	blue_avg_rating_defense	Base stats	Blue	132	13	Riot's 0-10 defense rating, averaged across the team.
443	red_avg_rating_defense	Base stats	Red	131	12	Riot's 0-10 defense rating, averaged across the team.
444	diff_avg_rating_defense	Base stats	Shared	124	15	Blue minus red for: Riot's 0-10 defense rating, averaged across the team.
445	blue_class_mage	Class counts	Blue	115	12	Count of champions on this side carrying the Data Dragon "Mage" tag.
446	red_avg_rating_attack	Base stats	Red	114	11	Riot's 0-10 attack rating, averaged across the team.
447	diff_class_mage	Class counts	Shared	100	12	Blue minus red for: Count of champions on this side carrying the Data Dragon "Mage" tag.
448	red_class_marksman	Class counts	Red	97	11	Count of champions on this side carrying the Data Dragon "Marksman" tag.
449	red_avg_rating_magic	Base stats	Red	97	10	Riot's 0-10 magic rating, averaged across the team.
450	blue_class_tank	Class counts	Blue	84	10	Count of champions on this side carrying the Data Dragon "Tank" tag.
451	red_class_mage	Class counts	Red	82	8	Count of champions on this side carrying the Data Dragon "Mage" tag.
452	diff_class_fighter	Class counts	Shared	80	10	Blue minus red for: Count of champions on this side carrying the Data Dragon "Fighter" tag.
453	red_class_tank	Class counts	Red	79	7	Count of champions on this side carrying the Data Dragon "Tank" tag.
454	blue_class_marksman	Class counts	Blue	74	7	Count of champions on this side carrying the Data Dragon "Marksman" tag.
455	diff_num_ranged	Composition	Shared	73	8	Blue minus red for: Count of champions on this side with attack range > 300.
456	blue_class_fighter	Class counts	Blue	60	6	Count of champions on this side carrying the Data Dragon "Fighter" tag.
457	diff_class_marksman	Class counts	Shared	60	6	Blue minus red for: Count of champions on this side carrying the Data Dragon "Marksman" tag.
458	blue_num_manaless	Composition	Blue	52	5	Count of champions on this side whose resource type is not Mana (energy, fury, etc.).
459	red_num_ranged	Composition	Red	49	4	Count of champions on this side with attack range > 300.
460	blue_num_ranged	Composition	Blue	48	4	Count of champions on this side with attack range > 300.
461	blue_jungle_laning_strength	Shape	Blue	0	0	blue jungle's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
462	blue_avg_ad_per_level	Base stats	Blue	0	0	Team-average AD gained per level.
463	blue_class_slayer	Class counts	Blue	0	0	Count of champions on this side carrying the Data Dragon "Slayer" tag.
464	blue_class_controller	Class counts	Blue	0	0	Count of champions on this side carrying the Data Dragon "Controller" tag.
465	blue_class_specialist	Class counts	Blue	0	0	Count of champions on this side carrying the Data Dragon "Specialist" tag.
466	red_jungle_laning_strength	Shape	Red	0	0	red jungle's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
467	red_avg_ad_per_level	Base stats	Red	0	0	Team-average AD gained per level.
468	red_class_slayer	Class counts	Red	0	0	Count of champions on this side carrying the Data Dragon "Slayer" tag.
469	red_class_controller	Class counts	Red	0	0	Count of champions on this side carrying the Data Dragon "Controller" tag.
470	red_class_specialist	Class counts	Red	0	0	Count of champions on this side carrying the Data Dragon "Specialist" tag.
471	diff_jungle_laning_strength	Shape	Shared	0	0	Blue minus red for: blue jungle's Composite z-score of laning gold/XP advantage, turret plates, first-turret takedowns, and CS advantage.
472	diff_avg_ad_per_level	Base stats	Shared	0	0	Blue minus red for: Team-average AD gained per level.
473	diff_class_slayer	Class counts	Shared	0	0	Blue minus red for: Count of champions on this side carrying the Data Dragon "Slayer" tag.
474	diff_class_controller	Class counts	Shared	0	0	Blue minus red for: Count of champions on this side carrying the Data Dragon "Controller" tag.
475	diff_class_specialist	Class counts	Shared	0	0	Blue minus red for: Count of champions on this side carrying the Data Dragon "Specialist" tag.