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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 | 501 | 5.64% | 43.8 | 54.09% | +5.11% | -4.49% | -7.69% | -0.30% | 30:57 | 12:05 | 24:59 | 30:11 | 35:40 | 1:02:39 | 07:54 |
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 | |
 | Puck | 14 | 13.08% | 100.0 | 92.86% | +48.77% | -17.86% | +7.14% | 2.58% | 32:15 | 21:34 | 26:25 | 30:39 | 36:07 | 47:32 | 09:42 | 07:11 |
 | Oracle | 5 | 35.71% | 98.3 | 80.00% | +46.67% | -80.00% | +20.00% | 7.67% | 30:11 | 21:18 | 21:18 | 24:07 | 34:20 | 48:26 | 13:02 | 09:39 |
 | Sand King | 60 | 20.13% | 96.6 | 61.67% | +13.35% | -1.67% | +5.00% | 0.83% | 30:54 | 16:36 | 25:39 | 30:33 | 33:40 | 51:05 | 08:01 | 05:56 |
 | Io | 28 | 16.00% | 94.9 | 64.29% | +15.99% | -7.15% | +7.14% | 1.87% | 31:46 | 24:48 | 27:39 | 31:09 | 35:18 | 42:47 | 07:39 | 05:40 |
 | Lina | 4 | 4.12% | 93.2 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 27:35 | 24:59 | 24:59 | 25:03 | 28:22 | 31:57 | 03:23 | 02:30 |
 | Void Spirit | 13 | 13.40% | 91.5 | 69.23% | +20.42% | -2.56% | -2.56% | 0.00% | 30:39 | 15:32 | 27:09 | 31:14 | 36:28 | 40:41 | 09:19 | 06:54 |
 | Lion | 2 | 9.09% | 89.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 27:23 | 26:45 | 26:45 | 28:01 | 28:01 | 28:01 | 01:16 | 00:56 |
 | Techies | 4 | 16.00% | 88.1 | 75.00% | +55.95% | +25.00% | +25.00% | 0.00% | 30:59 | 23:55 | 23:55 | 25:57 | 36:30 | 37:34 | 12:35 | 09:19 |
 | Grimstroke | 30 | 12.82% | 86.4 | 53.33% | +12.15% | +21.67% | -24.76% | -3.37% | 32:05 | 20:19 | 24:46 | 28:30 | 38:32 | 52:44 | 13:46 | 10:11 |
 | Keeper of the Light | 57 | 26.27% | 84.7 | 45.61% | -8.14% | +4.39% | -24.18% | -2.67% | 25:34 | 12:05 | 19:54 | 25:02 | 30:35 | 52:16 | 10:41 | 07:54 |
 | Death Prophet | 29 | 12.34% | 83.1 | 51.72% | -0.71% | +5.42% | -8.86% | -1.29% | 26:15 | 15:53 | 19:30 | 25:14 | 30:33 | 51:53 | 11:03 | 08:11 |
 | Bane | 15 | 5.77% | 81.4 | 60.00% | +4.90% | -10.00% | -35.00% | -2.21% | 33:46 | 22:42 | 26:52 | 34:10 | 38:12 | 43:08 | 11:20 | 08:23 |
 | Shadow Demon | 14 | 10.53% | 79.7 | 57.14% | +2.52% | -7.14% | -23.81% | -2.43% | 28:36 | 17:43 | 23:12 | 27:10 | 30:03 | 54:50 | 06:51 | 05:04 |
 | Undying | 13 | 17.57% | 78.0 | 53.85% | +12.87% | -20.52% | -20.52% | 0.00% | 30:35 | 13:46 | 19:48 | 29:06 | 35:29 | 57:45 | 15:41 | 11:37 |
 | Ancient Apparition | 7 | 21.88% | 76.3 | 57.14% | +5.14% | -7.14% | -7.14% | 0.00% | 34:38 | 21:48 | 27:38 | 32:08 | 40:25 | 47:27 | 12:47 | 09:28 |
 | Mirana | 12 | 7.06% | 74.6 | 58.33% | +3.27% | +8.34% | +8.34% | 0.00% | 34:11 | 22:46 | 27:08 | 32:58 | 37:08 | 52:10 | 10:00 | 07:24 |
 | Lich | 5 | 19.23% | 72.9 | 60.00% | +36.19% | -60.00% | -60.00% | 0.00% | 30:15 | 26:36 | 26:36 | 28:14 | 32:07 | 36:57 | 05:31 | 04:05 |
 | Witch Doctor | 1 | 14.29% | 71.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 29:52 | 00:00 | 00:00 |
 | Clockwerk | 9 | 12.50% | 69.5 | 55.56% | +14.29% | +44.44% | -5.56% | -9.29% | 35:44 | 24:22 | 30:01 | 33:13 | 35:24 | 55:26 | 05:23 | 03:59 |
 | Hoodwink | 18 | 8.61% | 67.8 | 50.00% | +5.50% | +30.00% | -25.00% | -6.92% | 36:15 | 17:07 | 34:13 | 35:35 | 42:10 | 47:27 | 07:57 | 05:53 |
 | Shadow Shaman | 11 | 7.97% | 66.1 | 54.55% | +4.16% | +12.12% | -21.22% | 0.00% | 31:54 | 24:16 | 26:24 | 32:52 | 36:47 | 43:10 | 10:23 | 07:41 |
 | Tusk | 4 | 4.21% | 64.4 | 75.00% | +33.24% | +25.00% | +25.00% | 0.00% | 30:20 | 26:40 | 26:40 | 30:26 | 30:59 | 33:13 | 04:19 | 03:11 |
 | Tidehunter | 2 | 2.41% | 62.7 | 100.00% | +67.90% | 0.00% | 0.00% | 0.00% | 24:40 | 22:59 | 22:59 | 26:20 | 26:20 | 26:20 | 03:21 | 02:28 |
 | Ogre Magi | 7 | 8.86% | 61.0 | 57.14% | +12.70% | -7.14% | -7.14% | 0.00% | 37:10 | 25:33 | 34:49 | 37:06 | 41:33 | 42:48 | 06:44 | 04:59 |
 | Skywrath Mage | 21 | 24.71% | 59.3 | 38.10% | -19.71% | -18.10% | -18.10% | 0.00% | 29:46 | 17:54 | 23:38 | 28:22 | 35:00 | 42:33 | 11:22 | 08:25 |
 | Earth Spirit | 12 | 17.91% | 57.6 | 41.67% | -9.24% | +25.00% | -8.34% | -2.08% | 33:26 | 13:03 | 26:24 | 31:39 | 42:24 | 49:48 | 16:00 | 11:51 |
 | Jakiro | 10 | 24.39% | 55.9 | 40.00% | -21.29% | -6.67% | +10.00% | 1.00% | 26:55 | 16:22 | 19:31 | 23:38 | 36:13 | 42:10 | 16:42 | 12:22 |
 | Queen of Pain | 5 | 6.02% | 54.2 | 60.00% | +8.72% | +40.00% | +40.00% | 0.00% | 25:49 | 21:45 | 21:45 | 24:48 | 28:13 | 30:26 | 06:28 | 04:47 |
 | Crystal Maiden | 1 | 7.14% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Rubick | 12 | 13.19% | 50.8 | 41.67% | -10.23% | -8.34% | -8.34% | 0.00% | 31:54 | 17:51 | 24:46 | 32:31 | 36:30 | 43:37 | 11:44 | 08:41 |
 | Leshrac | 5 | 5.10% | 49.2 | 60.00% | +9.46% | -60.00% | -60.00% | 0.00% | 31:48 | 18:39 | 18:39 | 33:50 | 40:27 | 44:23 | 21:48 | 16:08 |
 | Venomancer | 1 | 5.26% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Nyx Assassin | 7 | 14.89% | 45.8 | 42.86% | -12.14% | +7.14% | +7.14% | 0.00% | 31:35 | 25:52 | 26:43 | 29:34 | 32:15 | 40:05 | 05:32 | 04:05 |
 | Snapfire | 13 | 9.35% | 44.1 | 38.46% | +0.36% | -5.13% | +28.21% | 2.99% | 31:27 | 19:28 | 24:32 | 31:38 | 35:40 | 49:59 | 11:08 | 08:14 |
 | Timbersaw | 3 | 3.16% | 42.4 | 66.67% | +4.71% | -66.67% | 0.00% | 0.00% | 28:13 | 20:57 | 20:57 | 22:28 | 41:13 | 41:13 | 20:16 | 15:00 |
 | Vengeful Spirit | 1 | 3.23% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Legion Commander | 1 | 3.13% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 42:10 | 00:00 | 00:00 |
 | Visage | 1 | 3.03% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Batrider | 1 | 1.79% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 00:00 | 00:00 |
 | Beastmaster | 1 | 1.75% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 |
 | Tiny | 11 | 3.67% | 32.2 | 36.36% | -15.89% | -36.36% | -36.36% | 0.00% | 31:12 | 16:45 | 24:41 | 29:29 | 35:37 | 44:17 | 10:56 | 08:05 |
 | Weaver | 1 | 0.76% | 30.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 39:59 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 0.49% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 43:57 | 00:00 | 00:00 |
 | Treant Protector | 2 | 3.45% | 27.1 | 50.00% | -7.14% | +50.00% | 0.00% | 0.00% | 39:42 | 33:36 | 33:36 | 45:48 | 45:48 | 45:48 | 12:12 | 09:02 |
 | Phoenix | 3 | 3.90% | 25.4 | 33.33% | -20.72% | -33.33% | 0.00% | 0.00% | 34:45 | 30:50 | 30:50 | 36:34 | 36:50 | 36:50 | 06:00 | 04:26 |
 | Pugna | 3 | 1.72% | 23.7 | 33.33% | -15.79% | +66.67% | 0.00% | 0.00% | 41:04 | 27:51 | 27:51 | 45:08 | 50:12 | 50:12 | 22:21 | 16:33 |
 | Abaddon | 4 | 3.70% | 22.0 | 25.00% | -39.42% | -25.00% | +75.00% | 0.00% | 30:55 | 21:03 | 21:03 | 31:18 | 32:45 | 38:35 | 11:42 | 08:40 |
 | Enchantress | 4 | 2.72% | 20.3 | 25.00% | -30.94% | -25.00% | +75.00% | 0.00% | 37:19 | 30:28 | 30:28 | 33:59 | 39:44 | 45:05 | 09:16 | 06:51 |
 | Dawnbreaker | 1 | 5.00% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 54:52 | 00:00 | 00:00 |
 | Elder Titan | 1 | 11.11% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.41% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 25:38 | 00:00 | 00:00 |
 | Disruptor | 1 | 2.86% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |
 | Mars | 1 | 0.31% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 38:53 | 00:00 | 00:00 |
 | Monkey King | 3 | 2.16% | 10.2 | 0.00% | -51.47% | 0.00% | 0.00% | 0.00% | 50:28 | 27:22 | 27:22 | 1:01:22 | 1:02:39 | 1:02:39 | 35:17 | 26:08 |
 | Winter Wyvern | 1 | 3.23% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 20:08 | 00:00 | 00:00 |
 | Doom | 1 | 1.41% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 35:32 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 1.28% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Necrophos | 1 | 1.32% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Zeus | 1 | 20.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |