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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
| Total | Winrate shifts | Timings | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
 | Aghanim's Scepter | 187 | 13.45% | 95.0 | 59.89% | +14.41% | -8.83% | +1.81% | 1.03% | 30:36 | 12:59 | 24:06 | 30:08 | 34:28 | 1:03:48 | 07:40 |
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Lycan | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 23:03 | 00:00 | 00:00 |
 | Centaur Warrunner | 2 | 40.00% | 98.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 38:04 | 32:49 | 32:49 | 43:19 | 43:19 | 43:19 | 10:30 | 07:46 |
 | Spirit Breaker | 5 | 71.43% | 96.1 | 80.00% | +30.00% | +20.00% | -80.00% | 0.00% | 21:43 | 16:41 | 16:41 | 20:31 | 21:53 | 31:01 | 05:12 | 03:51 |
 | Vengeful Spirit | 1 | 50.00% | 94.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 36:23 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 50.00% | 92.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 00:00 | 00:00 |
 | Lone Druid | 1 | 50.00% | 90.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 00:00 | 00:00 |
 | Storm Spirit | 16 | 45.71% | 88.2 | 75.00% | +27.63% | 0.00% | +25.00% | 12.82% | 30:38 | 21:33 | 29:19 | 30:18 | 31:16 | 38:26 | 01:57 | 01:26 |
 | Lina | 3 | 21.43% | 86.3 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 32:55 | 28:56 | 28:56 | 33:27 | 36:21 | 36:21 | 07:25 | 05:29 |
 | Rubick | 3 | 20.00% | 84.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:00 | 32:32 | 32:32 | 39:44 | 41:45 | 41:45 | 09:13 | 06:49 |
 | Timbersaw | 6 | 31.58% | 82.4 | 83.33% | +21.79% | +16.67% | +16.67% | 0.00% | 30:03 | 25:18 | 29:20 | 29:34 | 31:45 | 34:15 | 02:25 | 01:47 |
 | Weaver | 6 | 25.00% | 80.4 | 83.33% | +44.44% | +16.67% | -83.33% | -5.00% | 32:56 | 23:09 | 23:43 | 25:22 | 43:44 | 49:47 | 20:01 | 14:49 |
 | Gyrocopter | 11 | 73.33% | 78.4 | 63.64% | +63.64% | +3.03% | -30.31% | -4.96% | 19:27 | 12:59 | 15:44 | 20:48 | 22:27 | 25:01 | 06:43 | 04:58 |
 | Naga Siren | 3 | 75.00% | 76.5 | 66.67% | +66.67% | -66.67% | 0.00% | 4.29% | 26:51 | 19:56 | 19:56 | 25:07 | 35:29 | 35:29 | 15:33 | 11:31 |
 | Dragon Knight | 7 | 33.33% | 74.5 | 71.43% | +42.86% | -21.43% | +28.57% | 26.32% | 33:57 | 29:21 | 33:07 | 33:19 | 35:01 | 37:31 | 01:54 | 01:24 |
 | Keeper of the Light | 9 | 31.03% | 72.5 | 66.67% | +26.67% | -16.67% | -16.67% | 0.00% | 31:08 | 24:49 | 26:12 | 30:13 | 33:48 | 46:14 | 07:36 | 05:37 |
 | Shadow Demon | 3 | 7.89% | 70.6 | 100.00% | +34.29% | 0.00% | 0.00% | 0.00% | 46:46 | 41:31 | 41:31 | 45:21 | 53:25 | 53:25 | 11:54 | 08:48 |
 | Ember Spirit | 10 | 45.45% | 68.6 | 60.00% | +1.67% | +6.67% | +40.00% | 6.37% | 29:43 | 26:07 | 26:52 | 28:32 | 32:06 | 36:04 | 05:14 | 03:52 |
 | Tidehunter | 6 | 31.58% | 66.7 | 66.67% | +43.59% | +33.33% | +33.33% | 0.00% | 26:51 | 23:28 | 25:00 | 25:22 | 27:55 | 33:25 | 02:55 | 02:09 |
 | Brewmaster | 5 | 100.00% | 64.7 | 40.00% | +40.00% | +60.00% | -40.00% | -37.04% | 18:26 | 16:17 | 16:17 | 18:44 | 18:59 | 21:42 | 02:42 | 02:00 |
 | Phantom Assassin | 1 | 20.00% | 62.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:35 | 42:35 | 42:35 | 42:35 | 42:35 | 42:35 | 00:00 | 00:00 |
 | Hoodwink | 4 | 12.12% | 60.8 | 75.00% | +26.72% | -75.00% | +25.00% | 0.00% | 44:12 | 36:32 | 36:32 | 37:52 | 40:23 | 1:02:01 | 03:51 | 02:51 |
 | Earth Spirit | 5 | 25.00% | 58.8 | 60.00% | -6.67% | -60.00% | +40.00% | 12.93% | 30:49 | 24:20 | 24:20 | 32:00 | 32:04 | 36:30 | 07:44 | 05:43 |
 | Invoker | 3 | 20.00% | 56.9 | 66.67% | +8.34% | +33.33% | 0.00% | 0.00% | 34:23 | 24:20 | 24:20 | 34:41 | 44:09 | 44:09 | 19:49 | 14:40 |
 | Juggernaut | 1 | 14.29% | 54.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 30:22 | 00:00 | 00:00 |
 | Void Spirit | 18 | 81.82% | 52.9 | 33.33% | +8.33% | +6.67% | +16.67% | 2.26% | 23:36 | 19:01 | 21:14 | 22:03 | 25:39 | 34:35 | 04:25 | 03:16 |
 | Dark Seer | 2 | 50.00% | 51.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 17:15 | 16:29 | 16:29 | 18:00 | 18:00 | 18:00 | 01:31 | 01:07 |
 | Venomancer | 2 | 50.00% | 49.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 34:18 | 22:56 | 22:56 | 45:40 | 45:40 | 45:40 | 22:44 | 16:50 |
 | Nyx Assassin | 1 | 10.00% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 00:00 | 00:00 |
 | Razor | 2 | 40.00% | 45.1 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 32:33 | 29:50 | 29:50 | 35:15 | 35:15 | 35:15 | 05:25 | 04:00 |
 | Clockwerk | 1 | 6.67% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Dawnbreaker | 2 | 33.33% | 41.2 | 50.00% | 0.00% | -50.00% | 0.00% | 8.50% | 29:48 | 26:51 | 26:51 | 32:44 | 32:44 | 32:44 | 05:53 | 04:21 |
 | Leshrac | 1 | 5.56% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |
 | Monkey King | 1 | 5.26% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Tusk | 1 | 5.26% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Anti-Mage | 2 | 28.57% | 33.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 29:39 | 28:14 | 28:14 | 31:04 | 31:04 | 31:04 | 02:50 | 02:05 |
 | Queen of Pain | 1 | 4.35% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Undying | 1 | 3.23% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 |
 | Skywrath Mage | 2 | 22.22% | 27.5 | 50.00% | -7.14% | -50.00% | 0.00% | 0.00% | 38:40 | 35:43 | 35:43 | 41:36 | 41:36 | 41:36 | 05:53 | 04:21 |
 | Sand King | 4 | 6.67% | 25.5 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 43:38 | 26:29 | 26:29 | 44:26 | 44:53 | 58:44 | 18:24 | 13:37 |
 | Snapfire | 6 | 17.65% | 23.5 | 33.33% | -9.53% | -33.33% | -33.33% | 0.00% | 26:49 | 14:53 | 22:24 | 24:06 | 32:17 | 37:32 | 09:53 | 07:19 |
 | Kunkka | 7 | 25.93% | 21.6 | 28.57% | -6.43% | +21.43% | -28.57% | -5.31% | 38:12 | 29:21 | 31:34 | 39:59 | 40:59 | 49:28 | 09:25 | 06:58 |
 | Templar Assassin | 2 | 8.33% | 19.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 40:00 | 26:37 | 26:37 | 53:23 | 53:23 | 53:23 | 26:46 | 19:49 |
 | Puck | 3 | 15.79% | 17.6 | 33.33% | -22.92% | +66.67% | 0.00% | 0.00% | 30:12 | 27:47 | 27:47 | 30:14 | 32:35 | 32:35 | 04:48 | 03:33 |
 | Terrorblade | 3 | 10.00% | 15.7 | 33.33% | -14.82% | +66.67% | 0.00% | 0.00% | 38:50 | 36:05 | 36:05 | 39:11 | 41:13 | 41:13 | 05:08 | 03:48 |
 | Pangolier | 4 | 14.81% | 13.7 | 25.00% | -9.78% | -25.00% | -25.00% | 0.00% | 28:31 | 25:43 | 25:43 | 26:11 | 28:51 | 33:17 | 03:08 | 02:19 |
 | Broodmother | 2 | 66.67% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 18:44 | 18:44 | 23:23 | 23:23 | 23:23 | 04:39 | 03:26 |
 | Lifestealer | 1 | 14.29% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 00:00 | 00:00 |
 | Grimstroke | 2 | 13.33% | 7.8 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 31:08 | 27:48 | 27:48 | 34:28 | 34:28 | 34:28 | 06:40 | 04:56 |
 | Medusa | 1 | 3.85% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 57:34 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 3.85% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Jakiro | 1 | 25.00% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |