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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 | 213 | 30.00% | 92.0 | 54.46% | +17.41% | +5.92% | -14.84% | -2.45% | 29:19 | 20:01 | 23:47 | 27:38 | 32:16 | 58:19 | 06:17 |
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 | |
 | Enchantress | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 |
 | Magnus | 2 | 100.00% | 98.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 21:26 | 20:51 | 20:51 | 22:01 | 22:01 | 22:01 | 01:10 | 00:51 |
 | Keeper of the Light | 2 | 100.00% | 96.8 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 28:39 | 27:05 | 27:05 | 30:12 | 30:12 | 30:12 | 03:07 | 02:18 |
 | Dark Seer | 1 | 100.00% | 95.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 33:38 | 00:00 | 00:00 |
 | Lycan | 1 | 100.00% | 93.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 31:38 | 00:00 | 00:00 |
 | Enigma | 1 | 100.00% | 91.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 31:57 | 00:00 | 00:00 |
 | Phantom Lancer | 4 | 66.67% | 90.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 23:04 | 20:02 | 20:02 | 21:01 | 21:33 | 29:38 | 01:31 | 01:07 |
 | Batrider | 7 | 100.00% | 88.7 | 85.71% | +85.71% | +14.29% | +14.29% | 0.00% | 22:40 | 20:03 | 20:12 | 21:03 | 21:33 | 30:29 | 01:21 | 01:00 |
 | Io | 6 | 85.71% | 87.1 | 83.33% | -16.67% | +16.67% | -83.33% | -13.13% | 30:00 | 20:08 | 25:22 | 31:17 | 32:59 | 38:19 | 07:37 | 05:38 |
 | Pangolier | 10 | 90.91% | 85.5 | 80.00% | +80.00% | -13.33% | +20.00% | 7.43% | 25:15 | 20:07 | 23:25 | 24:06 | 27:54 | 31:48 | 04:29 | 03:19 |
 | Ember Spirit | 7 | 43.75% | 83.9 | 85.71% | +30.15% | +14.29% | +14.29% | 0.00% | 31:34 | 22:23 | 23:45 | 29:12 | 30:57 | 56:24 | 07:12 | 05:20 |
 | Oracle | 1 | 50.00% | 82.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 54:03 | 00:00 | 00:00 |
 | Ancient Apparition | 3 | 75.00% | 80.6 | 66.67% | +66.67% | -66.67% | 0.00% | 0.00% | 29:48 | 29:08 | 29:08 | 29:23 | 30:54 | 30:54 | 01:46 | 01:18 |
 | Wraith King | 2 | 18.18% | 79.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 24:33 | 23:21 | 23:21 | 25:44 | 25:44 | 25:44 | 02:23 | 01:45 |
 | Jakiro | 2 | 18.18% | 77.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 31:21 | 30:15 | 30:15 | 32:27 | 32:27 | 32:27 | 02:12 | 01:37 |
 | Snapfire | 29 | 78.38% | 75.8 | 55.17% | +42.67% | +1.97% | -26.60% | -3.78% | 27:59 | 21:08 | 23:51 | 26:42 | 31:24 | 37:25 | 07:33 | 05:35 |
 | Pugna | 1 | 33.33% | 74.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 00:00 | 00:00 |
 | Shadow Demon | 2 | 16.67% | 72.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 39:14 | 34:47 | 34:47 | 43:41 | 43:41 | 43:41 | 08:54 | 06:35 |
 | Nature's Prophet | 2 | 100.00% | 71.0 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 22:05 | 20:42 | 20:42 | 23:28 | 23:28 | 23:28 | 02:46 | 02:02 |
 | Ogre Magi | 7 | 63.64% | 69.4 | 57.14% | +7.14% | -7.14% | +42.86% | 6.29% | 31:08 | 21:46 | 25:48 | 33:10 | 33:45 | 38:34 | 07:57 | 05:53 |
 | Timbersaw | 3 | 50.00% | 67.7 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 32:39 | 20:05 | 20:05 | 37:02 | 40:51 | 40:51 | 20:46 | 15:22 |
 | Spirit Breaker | 3 | 42.86% | 66.1 | 66.67% | +41.67% | +33.33% | 0.00% | -2.22% | 31:46 | 26:39 | 26:39 | 26:59 | 41:41 | 41:41 | 15:02 | 11:08 |
 | Queen of Pain | 3 | 37.50% | 64.5 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 31:12 | 25:20 | 25:20 | 28:26 | 39:49 | 39:49 | 14:29 | 10:43 |
 | Mars | 7 | 31.82% | 62.9 | 57.14% | -2.86% | -57.14% | +42.86% | 22.22% | 30:21 | 21:17 | 23:53 | 26:41 | 28:23 | 45:44 | 04:30 | 03:20 |
 | Luna | 6 | 54.55% | 61.3 | 50.00% | -50.00% | 0.00% | +50.00% | 15.63% | 23:45 | 20:34 | 21:32 | 22:55 | 24:44 | 29:23 | 03:12 | 02:22 |
 | Doom | 1 | 20.00% | 59.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 00:00 | 00:00 |
 | Grimstroke | 9 | 60.00% | 58.1 | 44.44% | +11.11% | +5.56% | +5.56% | 0.00% | 27:35 | 20:01 | 21:04 | 26:29 | 31:24 | 36:54 | 10:20 | 07:39 |
 | Disruptor | 6 | 46.15% | 56.5 | 50.00% | +7.14% | 0.00% | +50.00% | 4.95% | 31:19 | 24:55 | 26:10 | 30:30 | 36:16 | 38:47 | 10:06 | 07:28 |
 | Venomancer | 2 | 66.67% | 54.8 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 36:26 | 27:58 | 27:58 | 44:53 | 44:53 | 44:53 | 16:55 | 12:31 |
 | Juggernaut | 2 | 66.67% | 53.2 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 25:58 | 23:28 | 23:28 | 28:27 | 28:27 | 28:27 | 04:59 | 03:41 |
 | Puck | 1 | 16.67% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:57 | 34:57 | 34:57 | 34:57 | 34:57 | 34:57 | 00:00 | 00:00 |
 | Rubick | 4 | 50.00% | 50.0 | 50.00% | +25.00% | -50.00% | +50.00% | 0.00% | 26:24 | 23:24 | 23:24 | 24:37 | 25:21 | 32:12 | 01:57 | 01:26 |
 | Earthshaker | 4 | 50.00% | 48.4 | 50.00% | -25.00% | -50.00% | -50.00% | 0.00% | 28:58 | 22:33 | 22:33 | 23:06 | 25:35 | 44:37 | 03:02 | 02:14 |
 | Pudge | 3 | 100.00% | 46.8 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 28:50 | 27:46 | 27:46 | 29:03 | 29:41 | 29:41 | 01:55 | 01:25 |
 | Void Spirit | 13 | 56.52% | 45.2 | 38.46% | +8.46% | -5.13% | -38.46% | -4.75% | 28:35 | 21:44 | 24:01 | 28:18 | 31:02 | 37:39 | 07:01 | 05:11 |
 | Dark Willow | 4 | 40.00% | 43.5 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 29:32 | 25:43 | 25:43 | 29:08 | 30:10 | 33:07 | 04:27 | 03:17 |
 | Legion Commander | 9 | 81.82% | 41.9 | 33.33% | -66.67% | +16.67% | -33.33% | -10.87% | 25:22 | 21:32 | 21:37 | 23:12 | 26:13 | 38:23 | 04:36 | 03:24 |
 | Kunkka | 1 | 9.09% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 47:05 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 7.69% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 24:16 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 28.57% | 37.1 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 31:11 | 26:17 | 26:17 | 36:05 | 36:05 | 36:05 | 09:48 | 07:15 |
 | Tidehunter | 1 | 3.33% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 00:00 | 00:00 |
 | Clockwerk | 2 | 18.18% | 33.9 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 30:55 | 27:32 | 27:32 | 34:18 | 34:18 | 34:18 | 06:46 | 05:00 |
 | Lion | 3 | 33.33% | 32.3 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 31:59 | 25:31 | 25:31 | 33:40 | 36:46 | 36:46 | 11:15 | 08:20 |
 | Hoodwink | 2 | 13.33% | 30.6 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 30:05 | 21:04 | 21:04 | 39:05 | 39:05 | 39:05 | 18:01 | 13:20 |
 | Phantom Assassin | 5 | 50.00% | 29.0 | 20.00% | -40.00% | -20.00% | -20.00% | 0.00% | 36:47 | 24:05 | 24:05 | 35:24 | 48:44 | 49:27 | 24:39 | 18:15 |
 | Medusa | 4 | 26.67% | 27.4 | 25.00% | -47.73% | -25.00% | -25.00% | 0.00% | 28:06 | 22:35 | 22:35 | 26:42 | 30:07 | 33:00 | 07:32 | 05:34 |
 | Elder Titan | 1 | 50.00% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:02 | 54:02 | 54:02 | 54:02 | 54:02 | 54:02 | 00:00 | 00:00 |
 | Sven | 1 | 33.33% | 24.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 52:33 | 00:00 | 00:00 |
 | Leshrac | 1 | 50.00% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Tiny | 1 | 16.67% | 21.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Dazzle | 1 | 100.00% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 35:27 | 00:00 | 00:00 |
 | Abaddon | 1 | 8.33% | 17.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 27:10 | 00:00 | 00:00 |
 | Tusk | 1 | 20.00% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:19 | 58:19 | 58:19 | 58:19 | 58:19 | 58:19 | 00:00 | 00:00 |
 | Necrophos | 4 | 66.67% | 14.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:20 | 21:16 | 21:16 | 21:21 | 28:34 | 30:07 | 07:18 | 05:24 |
 | Weaver | 1 | 5.88% | 12.9 | 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 |
 | Beastmaster | 1 | 33.33% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Clinkz | 1 | 100.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 22:06 | 00:00 | 00:00 |
 | Faceless Void | 3 | 27.27% | 8.1 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 32:22 | 26:23 | 26:23 | 27:38 | 43:04 | 43:04 | 16:41 | 12:21 |
 | Morphling | 1 | 20.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:21 | 43:21 | 43:21 | 43:21 | 43:21 | 43:21 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 50.00% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 26:38 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 25.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 00:00 | 00:00 |
 | Phoenix | 1 | 100.00% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 00:00 | 00:00 |