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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 | |
 | Ghost Scepter | 224 | 3.67% | 31.5 | 52.23% | +2.74% | -4.02% | -4.02% | 0.00% | 34:02 | 15:03 | 27:06 | 32:51 | 38:34 | 60:11 | 08:29 |
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 | |
 | Io | 4 | 21.05% | 100.0 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 35:03 | 27:52 | 27:52 | 32:02 | 32:58 | 47:20 | 05:06 | 03:46 |
 | Tinker | 1 | 33.33% | 98.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 00:00 | 00:00 |
 | Rubick | 18 | 5.71% | 96.3 | 72.22% | +24.41% | +7.78% | +2.78% | -0.56% | 34:39 | 24:19 | 29:37 | 31:45 | 38:34 | 53:20 | 08:57 | 06:37 |
 | Leshrac | 13 | 13.40% | 94.4 | 61.54% | +5.59% | +38.46% | -28.21% | -6.41% | 24:19 | 15:03 | 18:20 | 24:14 | 28:44 | 35:36 | 10:24 | 07:42 |
 | Disruptor | 3 | 3.06% | 92.6 | 100.00% | +44.21% | 0.00% | 0.00% | 0.00% | 38:59 | 27:23 | 27:23 | 29:24 | 60:11 | 60:11 | 32:48 | 24:17 |
 | Clockwerk | 18 | 13.74% | 90.7 | 55.56% | +3.35% | +4.44% | -5.56% | -0.83% | 36:19 | 24:39 | 28:49 | 34:53 | 40:54 | 49:27 | 12:05 | 08:57 |
 | Pudge | 2 | 6.67% | 88.9 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 38:37 | 37:05 | 37:05 | 40:09 | 40:09 | 40:09 | 03:04 | 02:16 |
 | Snapfire | 14 | 8.64% | 87.0 | 57.14% | +2.41% | +42.86% | -23.81% | -3.96% | 36:37 | 22:14 | 26:46 | 35:21 | 43:37 | 54:03 | 16:51 | 12:28 |
 | Enchantress | 2 | 3.17% | 85.2 | 100.00% | +50.82% | 0.00% | 0.00% | 0.00% | 32:30 | 29:42 | 29:42 | 35:18 | 35:18 | 35:18 | 05:36 | 04:08 |
 | Puck | 2 | 3.03% | 83.3 | 100.00% | +40.62% | 0.00% | 0.00% | 0.00% | 28:38 | 24:53 | 24:53 | 32:23 | 32:23 | 32:23 | 07:30 | 05:33 |
 | Chen | 1 | 12.50% | 81.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 38:13 | 00:00 | 00:00 |
 | Zeus | 18 | 36.73% | 79.6 | 38.89% | -9.50% | +1.11% | +36.11% | 3.12% | 29:04 | 18:33 | 22:02 | 24:04 | 33:15 | 54:40 | 11:13 | 08:18 |
 | Marci | 2 | 2.47% | 77.8 | 100.00% | +43.04% | 0.00% | 0.00% | 0.00% | 35:22 | 28:27 | 28:27 | 42:16 | 42:16 | 42:16 | 13:49 | 10:14 |
 | Bounty Hunter | 1 | 11.11% | 75.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 29:42 | 00:00 | 00:00 |
 | Tiny | 20 | 8.51% | 74.1 | 45.00% | -9.88% | -5.00% | +15.00% | 2.08% | 37:00 | 24:51 | 29:56 | 34:57 | 39:32 | 54:07 | 09:36 | 07:06 |
 | Earth Spirit | 3 | 13.04% | 72.2 | 66.67% | +31.67% | -66.67% | 0.00% | 5.79% | 36:31 | 29:49 | 29:49 | 38:24 | 41:20 | 41:20 | 11:31 | 08:31 |
 | Keeper of the Light | 6 | 15.38% | 70.4 | 50.00% | -13.64% | 0.00% | +50.00% | 0.00% | 30:24 | 18:59 | 20:06 | 20:10 | 47:34 | 48:14 | 27:28 | 20:20 |
 | Undying | 14 | 10.45% | 68.5 | 42.86% | -8.81% | +7.14% | -9.53% | -1.97% | 35:20 | 21:22 | 30:06 | 31:33 | 38:34 | 56:48 | 08:28 | 06:16 |
 | Treant Protector | 4 | 1.66% | 66.7 | 75.00% | +22.68% | +25.00% | -75.00% | 0.00% | 46:36 | 33:10 | 33:10 | 43:32 | 53:20 | 56:21 | 20:10 | 14:56 |
 | Nyx Assassin | 1 | 5.88% | 64.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Crystal Maiden | 9 | 8.91% | 63.0 | 44.44% | -1.21% | +5.56% | -44.44% | -6.93% | 30:44 | 21:47 | 24:37 | 29:16 | 31:50 | 47:08 | 07:13 | 05:20 |
 | Skywrath Mage | 1 | 5.26% | 61.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 00:00 | 00:00 |
 | Void Spirit | 5 | 21.74% | 59.3 | 40.00% | -4.44% | -40.00% | -40.00% | 0.00% | 29:08 | 19:52 | 19:52 | 23:19 | 26:18 | 52:59 | 06:26 | 04:45 |
 | Dawnbreaker | 1 | 3.13% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 38:38 | 00:00 | 00:00 |
 | Silencer | 7 | 7.87% | 55.6 | 42.86% | -5.92% | -42.86% | +57.14% | 22.64% | 28:53 | 20:24 | 26:12 | 29:49 | 30:37 | 34:30 | 04:25 | 03:16 |
 | Troll Warlord | 1 | 2.56% | 53.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Tidehunter | 1 | 2.44% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 00:00 | 00:00 |
 | Monkey King | 1 | 1.61% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 37:28 | 00:00 | 00:00 |
 | Enigma | 1 | 1.41% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 44:47 | 00:00 | 00:00 |
 | Ursa | 1 | 1.20% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 30:06 | 00:00 | 00:00 |
 | Mirana | 4 | 2.56% | 44.4 | 50.00% | +1.32% | +50.00% | -50.00% | 0.00% | 38:57 | 29:41 | 29:41 | 36:51 | 37:35 | 51:39 | 07:54 | 05:51 |
 | Hoodwink | 5 | 5.43% | 42.6 | 40.00% | +0.92% | -40.00% | +60.00% | 5.84% | 37:18 | 21:23 | 21:23 | 38:22 | 38:30 | 54:13 | 17:07 | 12:40 |
 | Ember Spirit | 1 | 0.64% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Tusk | 4 | 1.73% | 38.9 | 50.00% | +5.95% | -50.00% | +50.00% | 0.00% | 39:24 | 30:58 | 30:58 | 33:40 | 37:28 | 55:29 | 06:30 | 04:48 |
 | Viper | 2 | 9.09% | 37.0 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 35:00 | 32:13 | 32:13 | 37:46 | 37:46 | 37:46 | 05:33 | 04:06 |
 | Visage | 2 | 4.88% | 35.2 | 50.00% | -6.41% | -50.00% | 0.00% | 0.00% | 44:23 | 33:58 | 33:58 | 54:48 | 54:48 | 54:48 | 20:50 | 15:25 |
 | Timbersaw | 2 | 3.57% | 33.3 | 50.00% | -1.85% | +50.00% | 0.00% | 0.00% | 28:58 | 25:08 | 25:08 | 32:48 | 32:48 | 32:48 | 07:40 | 05:40 |
 | Death Prophet | 7 | 4.09% | 31.5 | 28.57% | -22.04% | -28.57% | +21.43% | 0.00% | 28:36 | 19:55 | 23:17 | 30:48 | 30:58 | 40:00 | 07:41 | 05:41 |
 | Techies | 3 | 8.57% | 29.6 | 33.33% | -7.30% | +66.67% | 0.00% | 0.00% | 39:01 | 34:50 | 34:50 | 37:15 | 44:58 | 44:58 | 10:08 | 07:30 |
 | Spirit Breaker | 2 | 7.14% | 27.8 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 41:51 | 24:16 | 24:16 | 59:26 | 59:26 | 59:26 | 35:10 | 26:02 |
 | Primal Beast | 1 | 1.14% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 36:50 | 00:00 | 00:00 |
 | Broodmother | 1 | 1.03% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 33:13 | 00:00 | 00:00 |
 | Jakiro | 2 | 13.33% | 22.2 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 32:31 | 32:11 | 32:11 | 32:51 | 32:51 | 32:51 | 00:40 | 00:29 |
 | Bane | 2 | 14.29% | 20.4 | 0.00% | -41.67% | 0.00% | 0.00% | 0.00% | 29:35 | 23:59 | 23:59 | 35:11 | 35:11 | 35:11 | 11:12 | 08:17 |
 | Grimstroke | 1 | 16.67% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 39:14 | 00:00 | 00:00 |
 | Phoenix | 2 | 2.30% | 16.7 | 0.00% | -48.24% | 0.00% | 0.00% | 0.00% | 36:28 | 27:22 | 27:22 | 45:33 | 45:33 | 45:33 | 18:11 | 13:28 |
 | Legion Commander | 1 | 4.17% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 3.13% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 43:16 | 00:00 | 00:00 |
 | Dark Seer | 1 | 2.33% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Lich | 1 | 11.11% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:41 | 52:41 | 52:41 | 52:41 | 52:41 | 52:41 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 2.63% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:20 | 52:20 | 52:20 | 52:20 | 52:20 | 52:20 | 00:00 | 00:00 |
 | Razor | 1 | 7.69% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 27:17 | 00:00 | 00:00 |
 | Earthshaker | 1 | 4.35% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 50:30 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 8.33% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |