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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 | 592 | 14.65% | 89.3 | 57.94% | +13.04% | +2.20% | -0.51% | -0.29% | 28:51 | 12:37 | 23:07 | 27:44 | 32:37 | 1:08:57 | 07:02 |
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 | |
 | Spectre | 10 | 66.67% | 100.0 | 80.00% | +20.00% | -13.33% | +20.00% | 5.39% | 20:21 | 16:20 | 16:56 | 18:15 | 23:07 | 30:17 | 06:11 | 04:34 |
 | Grimstroke | 9 | 14.75% | 98.7 | 88.89% | +48.51% | +11.11% | +11.11% | 0.00% | 31:19 | 23:20 | 26:54 | 31:03 | 34:05 | 42:18 | 07:11 | 05:19 |
 | Pangolier | 10 | 18.52% | 97.4 | 80.00% | +36.82% | -13.33% | +20.00% | 5.45% | 28:31 | 18:24 | 26:05 | 28:45 | 32:12 | 33:20 | 06:07 | 04:31 |
 | Bristleback | 30 | 93.75% | 96.1 | 60.00% | +60.00% | +40.00% | -17.14% | -18.94% | 17:17 | 12:37 | 15:37 | 16:22 | 18:38 | 25:22 | 03:01 | 02:14 |
 | Pudge | 16 | 76.19% | 94.7 | 62.50% | -17.50% | +37.50% | -37.50% | -19.48% | 18:38 | 13:05 | 15:23 | 17:08 | 19:14 | 30:32 | 03:51 | 02:51 |
 | Weaver | 4 | 9.30% | 93.4 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 26:01 | 21:46 | 21:46 | 24:56 | 28:14 | 29:07 | 06:28 | 04:47 |
 | Monkey King | 11 | 11.58% | 92.1 | 81.82% | +28.25% | +18.18% | +18.18% | 0.00% | 27:39 | 24:20 | 24:43 | 26:28 | 28:43 | 34:48 | 04:00 | 02:57 |
 | Centaur Warrunner | 3 | 13.04% | 90.8 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 33:48 | 31:04 | 31:04 | 31:21 | 38:58 | 38:58 | 07:54 | 05:51 |
 | Timbersaw | 9 | 19.57% | 89.5 | 77.78% | +23.73% | +22.22% | +22.22% | 0.00% | 36:34 | 27:53 | 28:09 | 34:23 | 38:53 | 58:34 | 10:44 | 07:57 |
 | Zeus | 57 | 79.17% | 88.2 | 57.89% | +11.22% | -0.75% | +6.40% | 1.13% | 28:20 | 15:59 | 25:01 | 27:30 | 31:20 | 44:46 | 06:19 | 04:40 |
 | Mirana | 15 | 30.61% | 86.8 | 66.67% | +25.49% | +33.33% | +8.33% | -2.34% | 28:46 | 18:07 | 20:00 | 26:48 | 30:40 | 60:53 | 10:40 | 07:54 |
 | Razor | 4 | 5.88% | 85.5 | 100.00% | +64.06% | 0.00% | 0.00% | 0.00% | 37:17 | 30:10 | 30:10 | 34:06 | 36:37 | 48:16 | 06:27 | 04:46 |
 | Dragon Knight | 39 | 39.39% | 84.2 | 58.97% | +27.30% | +21.03% | -8.97% | -3.94% | 32:43 | 23:15 | 28:50 | 32:02 | 36:27 | 44:02 | 07:37 | 05:38 |
 | Brewmaster | 28 | 87.50% | 82.9 | 53.57% | +28.57% | -25.00% | +3.57% | 3.62% | 22:28 | 15:40 | 18:16 | 22:14 | 26:10 | 30:58 | 07:54 | 05:51 |
 | Void Spirit | 65 | 75.58% | 81.6 | 53.85% | +30.04% | -10.10% | +14.90% | 4.44% | 24:06 | 16:14 | 20:27 | 24:15 | 26:05 | 36:31 | 05:38 | 04:10 |
 | Huskar | 2 | 100.00% | 80.3 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 33:19 | 31:43 | 31:43 | 34:54 | 34:54 | 34:54 | 03:11 | 02:21 |
 | Dawnbreaker | 36 | 26.28% | 78.9 | 58.33% | +23.68% | +19.45% | -13.89% | -7.04% | 26:58 | 21:11 | 24:12 | 26:46 | 28:56 | 40:54 | 04:44 | 03:30 |
 | Clockwerk | 12 | 17.65% | 77.6 | 66.67% | +27.38% | +33.33% | -33.34% | -8.02% | 32:51 | 23:10 | 27:39 | 31:05 | 35:58 | 47:31 | 08:19 | 06:09 |
 | Snapfire | 8 | 8.33% | 76.3 | 75.00% | +32.95% | -25.00% | +25.00% | 4.82% | 30:21 | 20:47 | 24:44 | 29:08 | 35:06 | 39:06 | 10:22 | 07:40 |
 | Naga Siren | 4 | 80.00% | 75.0 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 25:19 | 21:03 | 21:03 | 21:29 | 24:56 | 33:46 | 03:53 | 02:52 |
 | Terrorblade | 7 | 12.50% | 73.7 | 71.43% | +36.74% | -21.43% | +28.57% | 0.00% | 42:38 | 30:57 | 37:08 | 43:18 | 47:34 | 50:11 | 10:26 | 07:43 |
 | Vengeful Spirit | 9 | 90.00% | 72.4 | 44.44% | +44.44% | -44.44% | +5.56% | 17.34% | 19:39 | 16:14 | 16:27 | 17:53 | 19:20 | 32:31 | 02:53 | 02:08 |
 | Tusk | 8 | 21.05% | 71.1 | 62.50% | +22.50% | -62.50% | +37.50% | 19.67% | 30:35 | 22:48 | 26:46 | 30:38 | 31:51 | 40:17 | 05:05 | 03:45 |
 | Venomancer | 1 | 20.00% | 69.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Winter Wyvern | 6 | 10.71% | 68.4 | 66.67% | +14.67% | +33.33% | -66.67% | -20.55% | 27:42 | 21:19 | 22:20 | 24:30 | 27:12 | 45:20 | 04:52 | 03:36 |
 | Rubick | 4 | 8.70% | 67.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 47:52 | 30:09 | 30:09 | 43:06 | 58:43 | 59:31 | 28:34 | 21:09 |
 | Ember Spirit | 38 | 50.00% | 65.8 | 39.47% | +7.89% | +0.53% | +27.20% | 4.17% | 30:10 | 23:00 | 25:57 | 30:39 | 32:21 | 48:02 | 06:24 | 04:44 |
 | Skywrath Mage | 9 | 16.36% | 64.5 | 55.56% | -5.31% | -5.56% | +44.44% | 0.00% | 36:06 | 29:56 | 33:01 | 35:55 | 37:43 | 43:18 | 04:42 | 03:28 |
 | Visage | 10 | 25.00% | 63.2 | 50.00% | +3.33% | -16.67% | -50.00% | -3.00% | 27:48 | 19:34 | 21:24 | 26:24 | 32:30 | 38:54 | 11:06 | 08:13 |
 | Abaddon | 3 | 20.00% | 61.8 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 41:06 | 30:20 | 30:20 | 41:24 | 51:35 | 51:35 | 21:15 | 15:44 |
 | Lycan | 5 | 17.86% | 60.5 | 60.00% | +7.83% | +40.00% | -60.00% | -17.05% | 31:18 | 24:03 | 24:03 | 28:26 | 29:55 | 46:02 | 05:52 | 04:20 |
 | Viper | 2 | 3.57% | 59.2 | 100.00% | +53.70% | 0.00% | 0.00% | 0.00% | 35:49 | 22:09 | 22:09 | 49:29 | 49:29 | 49:29 | 27:20 | 20:14 |
 | Disruptor | 1 | 12.50% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 00:00 | 00:00 |
 | Keeper of the Light | 7 | 11.11% | 56.6 | 57.14% | -1.79% | -7.14% | -7.14% | 0.00% | 34:23 | 25:05 | 27:27 | 34:30 | 34:37 | 53:18 | 07:10 | 05:18 |
 | Tidehunter | 4 | 33.33% | 55.3 | 50.00% | -25.00% | -50.00% | +50.00% | 0.00% | 23:14 | 19:13 | 19:13 | 20:46 | 20:59 | 31:59 | 01:46 | 01:18 |
 | Invoker | 6 | 22.22% | 53.9 | 50.00% | +11.90% | 0.00% | -50.00% | -2.15% | 36:52 | 21:36 | 27:19 | 29:11 | 50:36 | 57:09 | 23:17 | 17:14 |
 | Shadow Demon | 1 | 10.00% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 29:36 | 00:00 | 00:00 |
 | Nyx Assassin | 3 | 12.00% | 51.3 | 66.67% | -1.51% | -66.67% | 0.00% | 0.00% | 42:42 | 39:46 | 39:46 | 40:22 | 47:57 | 47:57 | 08:11 | 06:03 |
 | Alchemist | 9 | 21.43% | 50.0 | 44.44% | +2.02% | +5.56% | +5.56% | 0.00% | 22:37 | 15:47 | 16:15 | 21:57 | 27:43 | 29:25 | 11:28 | 08:29 |
 | Witch Doctor | 1 | 9.09% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 00:00 | 00:00 |
 | Juggernaut | 5 | 7.04% | 47.4 | 60.00% | +11.52% | +40.00% | +40.00% | 0.00% | 43:19 | 34:00 | 34:00 | 39:37 | 42:05 | 1:05:44 | 08:05 | 05:59 |
 | Broodmother | 2 | 40.00% | 46.1 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 27:46 | 26:49 | 26:49 | 28:43 | 28:43 | 28:43 | 01:54 | 01:24 |
 | Necrophos | 1 | 7.14% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 7.14% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Chen | 1 | 7.14% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Slardar | 1 | 6.67% | 40.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Medusa | 3 | 6.82% | 39.5 | 66.67% | +5.69% | +33.33% | 0.00% | 0.00% | 45:43 | 21:05 | 21:05 | 54:10 | 1:01:54 | 1:01:54 | 40:49 | 30:14 |
 | Treant Protector | 3 | 6.38% | 38.2 | 66.67% | -1.51% | +33.33% | 0.00% | 0.00% | 49:02 | 36:24 | 36:24 | 41:44 | 1:08:57 | 1:08:57 | 32:33 | 24:06 |
 | Night Stalker | 1 | 5.56% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 22:29 | 00:00 | 00:00 |
 | Lina | 1 | 3.70% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 32:14 | 00:00 | 00:00 |
 | Tiny | 9 | 4.64% | 34.2 | 44.44% | -8.53% | +55.56% | +5.56% | -4.26% | 31:15 | 23:33 | 24:26 | 30:29 | 36:11 | 47:24 | 11:45 | 08:42 |
 | Sand King | 1 | 3.45% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Batrider | 1 | 3.23% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 3.03% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 43:38 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 3.03% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Storm Spirit | 8 | 57.14% | 27.6 | 25.00% | +8.33% | +25.00% | -25.00% | -3.20% | 34:39 | 24:41 | 25:16 | 31:29 | 40:53 | 43:53 | 15:37 | 11:34 |
 | Doom | 1 | 2.94% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 2.63% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 51:34 | 00:00 | 00:00 |
 | Anti-Mage | 3 | 42.86% | 23.7 | 33.33% | -41.67% | -33.33% | 0.00% | 0.00% | 24:26 | 22:00 | 22:00 | 24:56 | 26:22 | 26:22 | 04:22 | 03:14 |
 | Enigma | 1 | 1.49% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 48:58 | 00:00 | 00:00 |
 | Hoodwink | 5 | 10.00% | 21.1 | 40.00% | -2.22% | -40.00% | -40.00% | 0.00% | 35:15 | 29:22 | 29:22 | 32:50 | 40:27 | 42:38 | 11:05 | 08:12 |
 | Gyrocopter | 3 | 33.33% | 19.7 | 33.33% | +16.66% | -33.33% | 0.00% | 10.05% | 14:14 | 12:46 | 12:46 | 13:50 | 16:05 | 16:05 | 03:19 | 02:27 |
 | Earth Spirit | 2 | 7.14% | 18.4 | 50.00% | -15.38% | +50.00% | 0.00% | 0.00% | 35:34 | 28:47 | 28:47 | 42:20 | 42:20 | 42:20 | 13:33 | 10:02 |
 | Jakiro | 2 | 6.67% | 17.1 | 50.00% | +3.57% | -50.00% | 0.00% | 0.00% | 28:06 | 25:44 | 25:44 | 30:27 | 30:27 | 30:27 | 04:43 | 03:29 |
 | Puck | 2 | 1.57% | 15.8 | 50.00% | -3.60% | +50.00% | 0.00% | 0.00% | 42:26 | 30:37 | 30:37 | 54:15 | 54:15 | 54:15 | 23:38 | 17:30 |
 | Templar Assassin | 3 | 5.45% | 14.5 | 33.33% | -18.59% | -33.33% | 0.00% | 0.00% | 47:16 | 36:02 | 36:02 | 50:41 | 55:06 | 55:06 | 19:04 | 14:07 |
 | Beastmaster | 3 | 3.70% | 13.2 | 33.33% | -23.08% | +66.67% | 0.00% | 0.00% | 35:54 | 31:58 | 31:58 | 32:48 | 42:56 | 42:56 | 10:58 | 08:07 |
 | Bane | 4 | 7.41% | 11.8 | 25.00% | -33.00% | +75.00% | -25.00% | 0.00% | 37:27 | 33:33 | 33:33 | 37:16 | 37:16 | 41:41 | 03:43 | 02:45 |
 | Kunkka | 5 | 11.90% | 10.5 | 20.00% | -36.76% | -20.00% | -20.00% | 0.00% | 33:17 | 24:04 | 24:04 | 26:28 | 39:10 | 50:42 | 15:06 | 11:11 |
 | Dark Seer | 1 | 20.00% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:01 | 14:01 | 14:01 | 14:01 | 14:01 | 14:01 | 00:00 | 00:00 |
 | Slark | 3 | 50.00% | 7.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 28:21 | 22:59 | 22:59 | 29:26 | 32:37 | 32:37 | 09:38 | 07:08 |
 | Lone Druid | 1 | 20.00% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:03 | 51:03 | 51:03 | 51:03 | 51:03 | 51:03 | 00:00 | 00:00 |
 | Phoenix | 1 | 2.17% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Spirit Breaker | 2 | 100.00% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:34 | 23:18 | 23:18 | 27:49 | 27:49 | 27:49 | 04:31 | 03:20 |
 | Leshrac | 2 | 5.88% | 2.6 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 28:27 | 25:46 | 25:46 | 31:08 | 31:08 | 31:08 | 05:22 | 03:58 |
 | Warlock | 1 | 2.08% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:22 | 51:22 | 51:22 | 51:22 | 51:22 | 51:22 | 00:00 | 00:00 |