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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 | 1232 | 13.87% | 82.6 | 58.52% | +13.35% | +1.54% | -1.70% | -0.31% | 31:03 | 12:59 | 25:04 | 30:31 | 35:40 | 1:09:47 | 07:51 |
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 | |
 | Spirit Breaker | 8 | 50.00% | 100.0 | 87.50% | +62.50% | +12.50% | +12.50% | 0.00% | 27:33 | 16:41 | 18:29 | 21:53 | 32:17 | 41:53 | 13:48 | 10:13 |
 | Vengeful Spirit | 19 | 61.29% | 98.9 | 78.95% | +45.62% | +21.05% | +21.05% | 0.00% | 22:38 | 14:28 | 16:50 | 19:30 | 26:44 | 39:58 | 09:54 | 07:20 |
 | Alchemist | 2 | 33.33% | 97.8 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 28:58 | 27:04 | 27:04 | 30:51 | 30:51 | 30:51 | 03:47 | 02:48 |
 | Bounty Hunter | 2 | 33.33% | 96.7 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 18:09 | 16:29 | 16:29 | 19:48 | 19:48 | 19:48 | 03:19 | 02:27 |
 | Dragon Knight | 82 | 33.88% | 95.6 | 71.95% | +31.95% | +9.00% | -21.95% | -5.20% | 33:40 | 23:49 | 30:42 | 33:10 | 36:39 | 44:02 | 05:57 | 04:24 |
 | Shadow Demon | 30 | 22.56% | 94.4 | 76.67% | +28.13% | -1.67% | +9.04% | 0.73% | 37:07 | 22:44 | 29:31 | 35:44 | 44:12 | 1:06:50 | 14:41 | 10:52 |
 | Naga Siren | 12 | 80.00% | 93.3 | 66.67% | 0.00% | +33.33% | 0.00% | -5.04% | 25:09 | 18:30 | 19:18 | 24:32 | 25:55 | 35:29 | 06:37 | 04:54 |
 | Huskar | 21 | 63.64% | 92.2 | 66.67% | +41.67% | +33.33% | +13.33% | -1.85% | 27:49 | 16:27 | 21:45 | 26:43 | 32:34 | 38:17 | 10:49 | 08:00 |
 | Brewmaster | 60 | 92.31% | 91.1 | 61.67% | +21.67% | +11.66% | -1.67% | -1.48% | 23:36 | 15:48 | 18:49 | 21:42 | 27:48 | 39:05 | 08:59 | 06:39 |
 | Spectre | 15 | 83.33% | 90.0 | 60.00% | +26.67% | +15.00% | -10.00% | -6.73% | 27:29 | 22:13 | 25:06 | 27:21 | 28:49 | 33:18 | 03:43 | 02:45 |
 | Storm Spirit | 103 | 42.21% | 88.9 | 61.17% | +12.23% | +4.21% | -3.48% | -1.35% | 32:53 | 21:33 | 30:08 | 32:41 | 35:50 | 48:54 | 05:42 | 04:13 |
 | Lina | 5 | 5.15% | 87.8 | 100.00% | +55.43% | 0.00% | 0.00% | 0.00% | 34:28 | 28:56 | 28:56 | 34:02 | 36:21 | 39:34 | 07:25 | 05:29 |
 | Weaver | 41 | 31.30% | 86.7 | 63.41% | +17.85% | -3.41% | -3.41% | 0.00% | 32:41 | 22:40 | 28:53 | 31:04 | 35:38 | 49:47 | 06:45 | 05:00 |
 | Ember Spirit | 84 | 41.18% | 85.6 | 59.52% | +18.69% | +7.15% | -21.42% | -4.68% | 32:09 | 21:19 | 28:32 | 31:27 | 34:38 | 49:58 | 06:06 | 04:31 |
 | Void Spirit | 85 | 87.63% | 84.4 | 55.29% | +30.29% | +1.85% | -2.91% | -0.89% | 23:40 | 15:28 | 20:53 | 23:31 | 26:14 | 36:44 | 05:21 | 03:57 |
 | Dawnbreaker | 7 | 35.00% | 83.3 | 71.43% | +32.97% | -21.43% | -21.43% | 0.00% | 32:44 | 26:42 | 26:51 | 32:44 | 34:31 | 39:31 | 07:40 | 05:40 |
 | Hoodwink | 36 | 17.22% | 82.2 | 63.89% | +22.85% | -8.33% | +2.78% | 1.09% | 34:54 | 24:10 | 27:40 | 32:44 | 37:52 | 1:02:01 | 10:12 | 07:33 |
 | Razor | 12 | 11.76% | 81.1 | 75.00% | +22.78% | -41.67% | -8.33% | 4.27% | 37:24 | 26:28 | 33:57 | 35:58 | 41:45 | 45:45 | 07:48 | 05:46 |
 | Keeper of the Light | 39 | 17.97% | 80.0 | 61.54% | +12.10% | -11.54% | +8.46% | 1.78% | 30:46 | 15:26 | 24:49 | 31:00 | 36:04 | 46:14 | 11:15 | 08:20 |
 | Gyrocopter | 49 | 62.82% | 78.9 | 51.02% | +33.78% | -1.02% | -17.69% | -3.15% | 22:18 | 12:59 | 19:11 | 22:27 | 24:29 | 55:34 | 05:18 | 03:55 |
 | Invoker | 16 | 20.78% | 77.8 | 62.50% | +23.16% | -12.50% | +37.50% | 5.37% | 32:46 | 24:20 | 25:22 | 28:01 | 34:41 | 52:26 | 09:19 | 06:54 |
 | Pangolier | 36 | 15.79% | 76.7 | 58.33% | +7.29% | +30.56% | -13.89% | -5.26% | 30:30 | 20:02 | 25:32 | 28:53 | 33:59 | 57:37 | 08:27 | 06:15 |
 | Visage | 14 | 42.42% | 75.6 | 57.14% | -0.75% | -32.14% | +9.53% | 3.79% | 26:26 | 16:22 | 20:15 | 24:27 | 31:14 | 45:18 | 10:59 | 08:08 |
 | Jakiro | 7 | 17.07% | 74.4 | 71.43% | +18.49% | +28.57% | +28.57% | 0.00% | 34:29 | 16:28 | 23:27 | 34:02 | 34:45 | 56:16 | 11:18 | 08:22 |
 | Anti-Mage | 9 | 18.00% | 73.3 | 66.67% | +17.89% | +33.33% | -16.67% | 0.00% | 32:33 | 22:38 | 23:24 | 28:14 | 33:04 | 54:29 | 09:40 | 07:09 |
 | Phantom Assassin | 9 | 16.07% | 72.2 | 66.67% | +28.37% | -16.67% | +33.33% | 0.00% | 33:04 | 26:11 | 26:39 | 32:30 | 36:33 | 42:35 | 09:54 | 07:20 |
 | Mirana | 14 | 8.24% | 71.1 | 64.29% | +9.80% | +10.71% | -30.96% | -2.35% | 29:31 | 16:51 | 20:27 | 28:04 | 38:11 | 47:18 | 17:44 | 13:08 |
 | Monkey King | 19 | 13.67% | 70.0 | 57.89% | +8.72% | +22.11% | -37.89% | -11.69% | 27:10 | 18:41 | 24:31 | 26:48 | 29:39 | 36:22 | 05:08 | 03:48 |
 | Queen of Pain | 3 | 3.61% | 68.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 48:44 | 31:27 | 31:27 | 49:53 | 1:04:52 | 1:04:52 | 33:25 | 24:45 |
 | Centaur Warrunner | 4 | 16.00% | 67.8 | 75.00% | +36.90% | +25.00% | -75.00% | 0.00% | 40:15 | 32:49 | 32:49 | 34:28 | 43:19 | 50:25 | 10:30 | 07:46 |
 | Timbersaw | 11 | 11.58% | 66.7 | 63.64% | +1.74% | +3.03% | +3.03% | 0.00% | 30:39 | 25:18 | 29:16 | 29:34 | 31:45 | 36:50 | 02:29 | 01:50 |
 | Lycan | 5 | 35.71% | 65.6 | 60.00% | +4.44% | +40.00% | -60.00% | 0.00% | 29:39 | 23:03 | 23:03 | 30:46 | 31:41 | 35:09 | 08:38 | 06:23 |
 | Rubick | 16 | 17.58% | 64.4 | 56.25% | +6.92% | -6.25% | -31.25% | -2.71% | 38:40 | 28:47 | 32:32 | 35:52 | 41:45 | 1:01:21 | 09:13 | 06:49 |
 | Dark Seer | 10 | 50.00% | 63.3 | 50.00% | +30.00% | -16.67% | +50.00% | 4.05% | 23:11 | 15:13 | 16:16 | 18:00 | 32:43 | 36:51 | 16:27 | 12:11 |
 | Wraith King | 3 | 3.16% | 62.2 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 42:33 | 35:26 | 35:26 | 40:40 | 51:32 | 51:32 | 16:06 | 11:55 |
 | Tusk | 21 | 22.11% | 61.1 | 52.38% | +11.84% | +7.62% | -12.38% | -1.52% | 29:54 | 17:31 | 21:50 | 31:02 | 35:01 | 47:44 | 13:11 | 09:45 |
 | Grimstroke | 39 | 16.67% | 60.0 | 48.72% | +7.18% | +21.28% | +1.28% | -2.66% | 32:27 | 21:48 | 28:53 | 31:46 | 36:24 | 46:13 | 07:31 | 05:34 |
 | Templar Assassin | 13 | 7.69% | 58.9 | 61.54% | +10.90% | +5.13% | +5.13% | 0.00% | 33:30 | 22:20 | 26:37 | 29:40 | 33:14 | 53:23 | 06:37 | 04:54 |
 | Abaddon | 7 | 6.48% | 57.8 | 71.43% | +9.05% | -21.43% | -21.43% | 0.00% | 35:02 | 25:55 | 28:12 | 35:37 | 36:43 | 46:29 | 08:31 | 06:18 |
 | Bristleback | 16 | 100.00% | 56.7 | 37.50% | +37.50% | +12.50% | -12.50% | -5.60% | 18:56 | 14:06 | 15:50 | 17:36 | 20:18 | 28:55 | 04:28 | 03:18 |
 | Tidehunter | 37 | 44.58% | 55.6 | 43.24% | +17.15% | -9.91% | -9.91% | 0.00% | 24:56 | 16:07 | 19:51 | 24:56 | 28:33 | 36:01 | 08:42 | 06:26 |
 | Venomancer | 8 | 42.11% | 54.4 | 50.00% | +13.64% | +50.00% | 0.00% | -2.56% | 34:24 | 22:10 | 22:56 | 34:33 | 42:26 | 47:38 | 19:30 | 14:26 |
 | Earth Spirit | 9 | 13.43% | 53.3 | 55.56% | +7.28% | -5.56% | -5.56% | 0.00% | 32:33 | 24:20 | 28:27 | 32:04 | 36:30 | 37:05 | 08:03 | 05:57 |
 | Witch Doctor | 1 | 14.29% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 45:46 | 00:00 | 00:00 |
 | Batrider | 2 | 3.57% | 51.1 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 46:52 | 43:20 | 43:20 | 50:24 | 50:24 | 50:24 | 07:04 | 05:14 |
 | Treant Protector | 2 | 3.45% | 50.0 | 100.00% | +44.64% | 0.00% | 0.00% | 0.00% | 53:18 | 50:43 | 50:43 | 55:52 | 55:52 | 55:52 | 05:09 | 03:48 |
 | Puck | 6 | 5.61% | 48.9 | 66.67% | +17.17% | -16.67% | +33.33% | 0.00% | 35:51 | 27:47 | 30:14 | 32:35 | 41:15 | 48:14 | 11:01 | 08:09 |
 | Medusa | 11 | 6.83% | 47.8 | 54.55% | -1.45% | +45.45% | -21.22% | 0.00% | 43:15 | 24:29 | 33:54 | 47:15 | 47:42 | 57:34 | 13:48 | 10:13 |
 | Kunkka | 17 | 14.41% | 46.7 | 41.18% | -1.39% | +8.82% | +8.82% | 0.00% | 36:19 | 26:04 | 31:34 | 34:16 | 40:59 | 49:28 | 09:25 | 06:58 |
 | Clockwerk | 8 | 11.11% | 45.6 | 50.00% | +7.81% | 0.00% | -50.00% | -4.52% | 42:47 | 31:46 | 33:07 | 35:20 | 44:11 | 1:09:47 | 11:04 | 08:11 |
 | Snapfire | 24 | 17.27% | 44.4 | 37.50% | -0.76% | -20.83% | +29.17% | 5.44% | 32:24 | 14:53 | 27:14 | 32:17 | 36:25 | 45:42 | 09:11 | 06:48 |
 | Terrorblade | 11 | 10.58% | 43.3 | 45.45% | -1.86% | -12.12% | +21.22% | 0.00% | 46:33 | 35:21 | 39:11 | 42:50 | 49:32 | 1:05:06 | 10:21 | 07:40 |
 | Disruptor | 7 | 20.00% | 42.2 | 42.86% | +14.29% | +7.14% | +7.14% | 0.00% | 38:13 | 29:02 | 31:49 | 38:13 | 39:46 | 46:45 | 07:57 | 05:53 |
 | Sand King | 7 | 2.35% | 41.1 | 57.14% | +6.28% | +42.86% | -57.14% | 0.00% | 42:50 | 26:29 | 36:29 | 44:26 | 44:53 | 58:44 | 08:24 | 06:13 |
 | Juggernaut | 3 | 5.88% | 40.0 | 66.67% | +18.75% | +33.33% | 0.00% | 0.00% | 34:13 | 30:22 | 30:22 | 34:34 | 37:43 | 37:43 | 07:21 | 05:26 |
 | Lion | 1 | 4.55% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 4.35% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 00:00 | 00:00 |
 | Necrophos | 3 | 3.95% | 36.7 | 66.67% | +15.99% | +33.33% | 0.00% | 0.00% | 27:33 | 22:09 | 22:09 | 26:35 | 33:54 | 33:54 | 11:45 | 08:42 |
 | Techies | 1 | 4.00% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Skywrath Mage | 11 | 12.94% | 34.4 | 36.36% | -19.05% | -3.03% | +30.31% | 0.00% | 35:12 | 25:19 | 30:40 | 34:16 | 38:57 | 45:09 | 08:17 | 06:08 |
 | Nature's Prophet | 4 | 9.76% | 33.3 | 50.00% | +14.86% | +50.00% | +50.00% | 0.00% | 32:44 | 26:26 | 26:26 | 27:55 | 29:00 | 47:35 | 02:34 | 01:54 |
 | Legion Commander | 1 | 3.13% | 32.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 26:46 | 00:00 | 00:00 |
 | Omniknight | 1 | 3.13% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 00:00 | 00:00 |
 | Bane | 9 | 3.46% | 30.0 | 44.44% | -11.34% | +5.56% | -44.44% | -4.55% | 39:50 | 28:21 | 31:20 | 40:46 | 42:19 | 49:09 | 10:59 | 08:08 |
 | Nyx Assassin | 4 | 8.51% | 28.9 | 50.00% | -3.49% | +50.00% | -50.00% | 0.00% | 31:52 | 29:57 | 29:57 | 31:15 | 32:04 | 34:12 | 02:07 | 01:34 |
 | Chaos Knight | 6 | 3.37% | 27.8 | 50.00% | -1.74% | 0.00% | -50.00% | 0.00% | 32:10 | 27:29 | 29:31 | 31:40 | 33:48 | 38:51 | 04:17 | 03:10 |
 | Faceless Void | 1 | 1.67% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Undying | 1 | 1.35% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 31:33 | 00:00 | 00:00 |
 | Chen | 2 | 12.50% | 24.4 | 50.00% | +14.29% | -50.00% | 0.00% | 0.00% | 33:50 | 30:36 | 30:36 | 37:03 | 37:03 | 37:03 | 06:27 | 04:46 |
 | Mars | 1 | 0.31% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Lone Druid | 3 | 15.00% | 22.2 | 33.33% | -7.85% | +66.67% | 0.00% | 0.00% | 42:16 | 32:46 | 32:46 | 40:15 | 53:46 | 53:46 | 21:00 | 15:33 |
 | Ursa | 2 | 4.08% | 21.1 | 50.00% | +9.57% | +50.00% | 0.00% | 0.00% | 29:57 | 29:15 | 29:15 | 30:38 | 30:38 | 30:38 | 01:23 | 01:01 |
 | Morphling | 2 | 3.92% | 20.0 | 50.00% | -1.02% | -50.00% | 0.00% | 0.00% | 34:51 | 33:12 | 33:12 | 36:30 | 36:30 | 36:30 | 03:18 | 02:26 |
 | Beastmaster | 2 | 3.51% | 18.9 | 50.00% | -11.82% | -50.00% | 0.00% | 0.00% | 41:22 | 20:54 | 20:54 | 1:01:49 | 1:01:49 | 1:01:49 | 40:55 | 30:18 |
 | Leshrac | 8 | 8.16% | 17.8 | 25.00% | -28.33% | +25.00% | -25.00% | 0.00% | 29:59 | 22:25 | 24:08 | 30:28 | 31:28 | 38:37 | 07:20 | 05:25 |
 | Doom | 2 | 2.82% | 16.7 | 50.00% | -6.52% | -50.00% | 0.00% | 0.00% | 31:39 | 26:42 | 26:42 | 36:36 | 36:36 | 36:36 | 09:54 | 07:20 |
 | Phantom Lancer | 3 | 7.32% | 15.6 | 33.33% | -21.93% | +66.67% | 0.00% | 0.00% | 55:49 | 44:28 | 44:28 | 59:37 | 1:03:23 | 1:03:23 | 18:55 | 14:00 |
 | Winter Wyvern | 4 | 12.90% | 14.4 | 25.00% | -23.15% | -25.00% | -25.00% | 0.00% | 37:42 | 24:43 | 24:43 | 26:32 | 42:35 | 56:58 | 17:52 | 13:14 |
 | Viper | 5 | 7.69% | 13.3 | 20.00% | -21.67% | -20.00% | +80.00% | 21.20% | 39:16 | 35:19 | 35:19 | 38:45 | 40:02 | 46:33 | 04:43 | 03:29 |
 | Luna | 1 | 1.67% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Zeus | 2 | 40.00% | 11.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 25:46 | 21:19 | 21:19 | 30:12 | 30:12 | 30:12 | 08:53 | 06:34 |
 | Io | 1 | 0.57% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |
 | Tiny | 2 | 0.67% | 8.9 | 0.00% | -52.01% | 0.00% | 0.00% | 0.00% | 47:22 | 44:15 | 44:15 | 50:29 | 50:29 | 50:29 | 06:14 | 04:37 |
 | Broodmother | 5 | 55.56% | 7.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 23:02 | 18:44 | 18:44 | 22:27 | 23:23 | 28:17 | 04:39 | 03:26 |
 | Sven | 1 | 12.50% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 25.00% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 23:43 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 1.85% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Lifestealer | 1 | 2.08% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.30% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Night Stalker | 1 | 3.23% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |