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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 Shard | 121 | 36.67% | 87.4 | 53.72% | +20.16% | +6.28% | -13.72% | -1.59% | 27:23 | 15:01 | 19:49 | 26:16 | 32:25 | 51:11 | 09:20 |
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 | |
 | Earthshaker | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Enigma | 1 | 100.00% | 97.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 100.00% | 95.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Night Stalker | 1 | 100.00% | 93.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:01 | 15:01 | 15:01 | 15:01 | 15:01 | 15:01 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 100.00% | 91.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 00:00 | 00:00 |
 | Grimstroke | 1 | 100.00% | 89.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 00:00 | 00:00 |
 | Drow Ranger | 3 | 100.00% | 87.5 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 16:22 | 15:17 | 15:17 | 16:38 | 17:10 | 17:10 | 01:53 | 01:23 |
 | Hoodwink | 4 | 100.00% | 85.4 | 75.00% | +75.00% | +25.00% | -75.00% | -32.97% | 18:41 | 16:16 | 16:16 | 18:23 | 19:18 | 20:46 | 03:02 | 02:14 |
 | Doom | 2 | 40.00% | 83.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 30:09 | 29:11 | 29:11 | 31:06 | 31:06 | 31:06 | 01:55 | 01:25 |
 | Witch Doctor | 1 | 50.00% | 81.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 50.00% | 79.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 26:16 | 00:00 | 00:00 |
 | Clockwerk | 8 | 66.67% | 77.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 27:50 | 23:11 | 23:38 | 26:15 | 27:40 | 42:06 | 04:02 | 02:59 |
 | Snapfire | 8 | 53.33% | 75.0 | 75.00% | +32.14% | -25.00% | +25.00% | 19.35% | 19:20 | 16:38 | 17:04 | 17:37 | 19:39 | 23:44 | 02:35 | 01:54 |
 | Kunkka | 6 | 75.00% | 72.9 | 66.67% | -33.33% | +33.33% | -66.67% | -10.51% | 27:09 | 18:26 | 23:43 | 24:15 | 33:14 | 35:01 | 09:31 | 07:02 |
 | Death Prophet | 4 | 50.00% | 70.8 | 75.00% | 0.00% | +25.00% | -75.00% | -12.32% | 23:45 | 18:30 | 18:30 | 23:10 | 26:37 | 26:42 | 08:07 | 06:00 |
 | Skywrath Mage | 1 | 33.33% | 68.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 33:28 | 00:00 | 00:00 |
 | Dazzle | 2 | 100.00% | 66.7 | 50.00% | +50.00% | -50.00% | 0.00% | 3.26% | 24:11 | 16:31 | 16:31 | 31:50 | 31:50 | 31:50 | 15:19 | 11:20 |
 | Lich | 2 | 100.00% | 64.6 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 27:13 | 22:11 | 22:11 | 32:14 | 32:14 | 32:14 | 10:03 | 07:26 |
 | Pangolier | 6 | 100.00% | 62.5 | 50.00% | +50.00% | +50.00% | -50.00% | -7.72% | 30:23 | 16:06 | 21:20 | 30:27 | 34:17 | 47:44 | 12:57 | 09:35 |
 | Treant Protector | 2 | 100.00% | 60.4 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 23:05 | 18:15 | 18:15 | 27:54 | 27:54 | 27:54 | 09:39 | 07:08 |
 | Tidehunter | 2 | 100.00% | 58.3 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 30:06 | 30:01 | 30:01 | 30:10 | 30:10 | 30:10 | 00:09 | 00:06 |
 | Beastmaster | 2 | 100.00% | 56.3 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 33:30 | 32:18 | 32:18 | 34:41 | 34:41 | 34:41 | 02:23 | 01:45 |
 | Rubick | 13 | 76.47% | 54.2 | 53.85% | +53.85% | +12.82% | -20.52% | -2.81% | 26:47 | 16:30 | 20:50 | 27:23 | 32:41 | 36:14 | 11:51 | 08:46 |
 | Ember Spirit | 7 | 58.33% | 52.1 | 57.14% | -2.86% | -7.14% | -7.14% | 0.00% | 30:29 | 25:15 | 25:45 | 30:57 | 32:14 | 35:32 | 06:29 | 04:48 |
 | Timbersaw | 1 | 25.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Batrider | 2 | 66.67% | 47.9 | 50.00% | -50.00% | -50.00% | 0.00% | 4.00% | 40:22 | 34:07 | 34:07 | 46:37 | 46:37 | 46:37 | 12:30 | 09:15 |
 | Magnus | 2 | 66.67% | 45.8 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 35:04 | 31:16 | 31:16 | 38:52 | 38:52 | 38:52 | 07:36 | 05:37 |
 | Nature's Prophet | 3 | 25.00% | 43.8 | 66.67% | +33.34% | -66.67% | 0.00% | 3.72% | 43:58 | 32:55 | 32:55 | 48:08 | 50:51 | 50:51 | 17:56 | 13:17 |
 | Lycan | 3 | 100.00% | 41.7 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 17:59 | 17:24 | 17:24 | 17:44 | 18:49 | 18:49 | 01:25 | 01:02 |
 | Tiny | 1 | 11.11% | 39.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 44:39 | 00:00 | 00:00 |
 | Leshrac | 3 | 50.00% | 37.5 | 33.33% | 0.00% | +66.67% | 0.00% | -8.87% | 26:40 | 22:05 | 22:05 | 28:19 | 29:36 | 29:36 | 07:31 | 05:34 |
 | Dawnbreaker | 3 | 42.86% | 35.4 | 33.33% | -16.67% | -33.33% | 0.00% | 1.59% | 32:10 | 24:13 | 24:13 | 27:04 | 45:13 | 45:13 | 21:00 | 15:33 |
 | Templar Assassin | 3 | 42.86% | 33.3 | 33.33% | -66.67% | -33.33% | 0.00% | 0.00% | 23:18 | 18:45 | 18:45 | 24:53 | 26:16 | 26:16 | 07:31 | 05:34 |
 | Zeus | 2 | 100.00% | 31.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 19:49 | 19:49 | 39:57 | 39:57 | 39:57 | 20:08 | 14:54 |
 | Shadow Fiend | 1 | 50.00% | 29.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 51:11 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 33.33% | 27.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 00:00 | 00:00 |
 | Luna | 2 | 50.00% | 25.0 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 37:00 | 34:50 | 34:50 | 39:09 | 39:09 | 39:09 | 04:19 | 03:11 |
 | Riki | 1 | 100.00% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 00:00 | 00:00 |
 | Slark | 2 | 100.00% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:30 | 22:14 | 22:14 | 24:46 | 24:46 | 24:46 | 02:32 | 01:52 |
 | Sniper | 1 | 100.00% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:53 | 34:53 | 34:53 | 34:53 | 34:53 | 34:53 | 00:00 | 00:00 |
 | Juggernaut | 1 | 100.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 00:00 | 00:00 |
 | Mars | 1 | 100.00% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 100.00% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 24:00 | 24:00 | 26:33 | 26:33 | 26:33 | 02:33 | 01:53 |
 | Invoker | 1 | 33.33% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 43:34 | 00:00 | 00:00 |
 | Naga Siren | 1 | 25.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 50.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 32:26 | 00:00 | 00:00 |
 | Razor | 1 | 100.00% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Gyrocopter | 2 | 100.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:19 | 16:12 | 16:12 | 16:25 | 16:25 | 16:25 | 00:13 | 00:09 |