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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 | 570 | 15.88% | 88.3 | 57.54% | +13.21% | -2.30% | +0.91% | 0.25% | 29:37 | 14:13 | 22:16 | 28:26 | 35:18 | 1:08:45 | 09:39 |
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 | |
 | Meepo | 1 | 100.00% | 100.0 | 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 |
 | Clockwerk | 15 | 21.43% | 98.8 | 86.67% | +43.03% | +13.33% | +13.33% | 0.00% | 33:22 | 23:42 | 26:08 | 30:40 | 35:42 | 55:44 | 09:34 | 07:05 |
 | Phantom Assassin | 4 | 15.38% | 97.6 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 31:38 | 29:44 | 29:44 | 29:49 | 30:15 | 36:42 | 00:31 | 00:22 |
 | Timbersaw | 7 | 23.33% | 96.4 | 85.71% | +50.93% | +14.29% | -35.71% | 0.00% | 36:06 | 24:24 | 27:55 | 37:05 | 37:58 | 49:43 | 10:03 | 07:26 |
 | Winter Wyvern | 4 | 12.90% | 95.2 | 100.00% | +74.07% | 0.00% | 0.00% | 0.00% | 22:45 | 19:31 | 19:31 | 22:03 | 24:02 | 25:24 | 04:31 | 03:20 |
 | Ember Spirit | 28 | 37.33% | 94.0 | 71.43% | +33.13% | 0.00% | +14.28% | 2.01% | 32:57 | 22:43 | 29:15 | 31:14 | 36:22 | 51:41 | 07:07 | 05:16 |
 | Pudge | 41 | 89.13% | 92.8 | 63.41% | +43.41% | +6.59% | -3.41% | -3.00% | 18:52 | 14:13 | 16:34 | 18:09 | 19:54 | 30:28 | 03:20 | 02:28 |
 | Spectre | 4 | 57.14% | 91.6 | 75.00% | +41.67% | +25.00% | -75.00% | -16.44% | 29:15 | 24:57 | 24:57 | 28:42 | 31:02 | 32:19 | 06:05 | 04:30 |
 | Disruptor | 19 | 44.19% | 90.4 | 68.42% | +10.09% | +31.58% | -8.42% | -4.98% | 34:34 | 27:13 | 29:46 | 32:53 | 37:48 | 43:29 | 08:02 | 05:57 |
 | Slark | 30 | 90.91% | 89.2 | 60.00% | -6.67% | +40.00% | -17.14% | -19.15% | 21:45 | 16:42 | 18:35 | 20:02 | 21:34 | 47:47 | 02:59 | 02:12 |
 | Zeus | 22 | 73.33% | 88.0 | 59.09% | +21.59% | +7.58% | -19.09% | -3.37% | 30:50 | 19:40 | 26:42 | 30:26 | 34:37 | 42:39 | 07:55 | 05:51 |
 | Witch Doctor | 3 | 12.00% | 86.7 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 50:32 | 37:32 | 37:32 | 56:55 | 57:08 | 57:08 | 19:36 | 14:31 |
 | Leshrac | 8 | 25.00% | 85.5 | 75.00% | +20.83% | -25.00% | +25.00% | 0.00% | 36:42 | 20:43 | 23:05 | 33:30 | 42:27 | 1:01:29 | 19:22 | 14:20 |
 | Vengeful Spirit | 12 | 40.00% | 84.3 | 66.67% | +22.23% | 0.00% | +33.33% | 1.83% | 30:29 | 15:46 | 18:54 | 33:06 | 37:05 | 41:41 | 18:11 | 13:28 |
 | Naga Siren | 5 | 25.00% | 83.1 | 80.00% | +26.67% | +20.00% | -80.00% | -6.54% | 31:47 | 20:01 | 20:01 | 34:33 | 35:18 | 43:04 | 15:17 | 11:19 |
 | Doom | 10 | 28.57% | 81.9 | 70.00% | +26.00% | +30.00% | -20.00% | -8.77% | 31:19 | 25:12 | 28:26 | 31:26 | 34:08 | 35:57 | 05:42 | 04:13 |
 | Mars | 6 | 12.50% | 80.7 | 83.33% | +40.47% | -33.33% | +16.67% | 0.00% | 30:44 | 26:35 | 28:28 | 29:47 | 33:42 | 35:06 | 05:14 | 03:52 |
 | Morphling | 36 | 43.90% | 79.5 | 58.33% | +10.50% | +8.34% | -25.00% | -7.58% | 26:39 | 19:25 | 22:52 | 25:24 | 27:16 | 55:58 | 04:24 | 03:15 |
 | Anti-Mage | 1 | 33.33% | 78.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 35:29 | 00:00 | 00:00 |
 | Huskar | 6 | 100.00% | 77.1 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 23:00 | 18:00 | 20:09 | 20:22 | 26:59 | 28:19 | 06:50 | 05:03 |
 | Void Spirit | 25 | 83.33% | 75.9 | 52.00% | +52.00% | +14.67% | -18.67% | -5.35% | 23:39 | 16:09 | 20:11 | 23:15 | 26:25 | 31:56 | 06:14 | 04:37 |
 | Primal Beast | 15 | 18.07% | 74.7 | 66.67% | +16.67% | -16.67% | +8.33% | 3.81% | 32:24 | 25:17 | 25:57 | 31:08 | 32:31 | 54:45 | 06:34 | 04:51 |
 | Templar Assassin | 3 | 7.89% | 73.5 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 32:00 | 20:23 | 20:23 | 20:59 | 54:39 | 54:39 | 34:16 | 25:22 |
 | Mirana | 5 | 16.13% | 72.3 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 22:34 | 15:31 | 15:31 | 21:31 | 27:49 | 28:46 | 12:18 | 09:06 |
 | Pangolier | 19 | 28.79% | 71.1 | 57.89% | +2.57% | +22.11% | +22.11% | 0.00% | 30:14 | 20:45 | 23:19 | 30:06 | 35:20 | 44:06 | 12:01 | 08:54 |
 | Visage | 17 | 27.42% | 69.9 | 58.82% | -5.62% | +16.18% | -8.82% | -1.35% | 33:41 | 16:54 | 21:30 | 33:34 | 40:01 | 51:38 | 18:31 | 13:42 |
 | Lina | 11 | 17.19% | 68.7 | 63.64% | +12.70% | +36.36% | -30.31% | -17.62% | 27:06 | 23:37 | 24:05 | 26:14 | 27:52 | 36:36 | 03:47 | 02:48 |
 | Monkey King | 6 | 24.00% | 67.5 | 66.67% | +45.62% | -16.67% | +33.33% | 2.59% | 40:27 | 25:31 | 29:43 | 39:15 | 49:00 | 59:53 | 19:17 | 14:17 |
 | Ursa | 2 | 8.33% | 66.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 36:21 | 35:28 | 35:28 | 37:13 | 37:13 | 37:13 | 01:45 | 01:17 |
 | Grimstroke | 1 | 20.00% | 65.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Techies | 1 | 20.00% | 63.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 50:24 | 00:00 | 00:00 |
 | Slardar | 3 | 30.00% | 62.7 | 66.67% | +23.81% | -66.67% | 0.00% | 0.00% | 35:26 | 32:37 | 32:37 | 33:12 | 40:29 | 40:29 | 07:52 | 05:49 |
 | Snapfire | 8 | 12.90% | 61.4 | 62.50% | +27.31% | -12.50% | -12.50% | 0.00% | 37:49 | 15:52 | 31:54 | 34:26 | 46:55 | 52:13 | 15:01 | 11:07 |
 | Storm Spirit | 14 | 58.33% | 60.2 | 42.86% | -7.14% | +7.14% | -9.53% | -2.00% | 37:07 | 29:55 | 31:02 | 35:54 | 39:22 | 53:14 | 08:20 | 06:10 |
 | Shadow Demon | 3 | 25.00% | 59.0 | 66.67% | +44.45% | +33.33% | 0.00% | 0.00% | 42:26 | 34:59 | 34:59 | 44:08 | 48:10 | 48:10 | 13:11 | 09:45 |
 | Spirit Breaker | 1 | 16.67% | 57.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 |
 | Omniknight | 2 | 4.76% | 56.6 | 100.00% | +57.50% | 0.00% | 0.00% | 0.00% | 30:43 | 27:11 | 27:11 | 34:15 | 34:15 | 34:15 | 07:04 | 05:14 |
 | Abaddon | 1 | 14.29% | 55.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 37:01 | 00:00 | 00:00 |
 | Dragon Knight | 9 | 39.13% | 54.2 | 44.44% | +8.73% | +55.56% | -44.44% | -16.00% | 34:48 | 27:46 | 30:42 | 33:38 | 36:57 | 45:57 | 06:15 | 04:37 |
 | Bristleback | 20 | 90.91% | 53.0 | 30.00% | +30.00% | +10.00% | -30.00% | -18.18% | 18:19 | 15:17 | 17:02 | 18:00 | 19:14 | 24:48 | 02:12 | 01:37 |
 | Tusk | 10 | 13.16% | 51.8 | 50.00% | -4.55% | -16.67% | 0.00% | 2.01% | 34:42 | 23:26 | 32:14 | 33:44 | 40:32 | 43:33 | 08:18 | 06:08 |
 | Dawnbreaker | 8 | 16.00% | 50.6 | 50.00% | +2.38% | -50.00% | +50.00% | 16.48% | 34:38 | 29:36 | 30:41 | 33:11 | 36:45 | 43:49 | 06:04 | 04:29 |
 | Undying | 4 | 3.20% | 49.4 | 75.00% | +22.11% | +25.00% | +25.00% | 0.00% | 28:47 | 22:24 | 22:24 | 24:38 | 27:40 | 40:25 | 05:16 | 03:54 |
 | Alchemist | 7 | 35.00% | 48.2 | 42.86% | +4.40% | +7.14% | -42.86% | -2.84% | 34:09 | 20:36 | 20:58 | 38:08 | 38:36 | 42:48 | 17:38 | 13:03 |
 | Tiny | 14 | 16.28% | 47.0 | 42.86% | +3.97% | -17.86% | +23.81% | 5.23% | 29:33 | 22:24 | 22:50 | 26:42 | 30:48 | 53:32 | 07:58 | 05:54 |
 | Centaur Warrunner | 1 | 9.09% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 00:00 | 00:00 |
 | Marci | 2 | 1.45% | 44.6 | 100.00% | +43.38% | 0.00% | 0.00% | 0.00% | 36:40 | 28:51 | 28:51 | 44:29 | 44:29 | 44:29 | 15:38 | 11:34 |
 | Medusa | 1 | 7.69% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 7.14% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:06 | 20:06 | 20:06 | 20:06 | 20:06 | 20:06 | 00:00 | 00:00 |
 | Venomancer | 4 | 18.18% | 41.0 | 50.00% | -11.11% | +50.00% | -50.00% | -4.26% | 37:59 | 18:02 | 18:02 | 30:44 | 41:29 | 1:01:39 | 23:27 | 17:22 |
 | Enchantress | 3 | 5.08% | 39.8 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 32:34 | 18:50 | 18:50 | 38:50 | 40:01 | 40:01 | 21:11 | 15:41 |
 | Troll Warlord | 9 | 27.27% | 38.6 | 33.33% | -8.34% | -33.33% | -33.33% | 0.00% | 25:50 | 18:48 | 23:27 | 24:38 | 27:09 | 37:51 | 03:42 | 02:44 |
 | Weaver | 1 | 3.57% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 |
 | Puck | 1 | 2.78% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:54 | 1:01:54 | 1:01:54 | 1:01:54 | 1:01:54 | 1:01:54 | 00:00 | 00:00 |
 | Viper | 1 | 2.63% | 34.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 21:51 | 00:00 | 00:00 |
 | Chen | 4 | 5.97% | 33.7 | 50.00% | -10.32% | +50.00% | -50.00% | 0.00% | 42:40 | 33:57 | 33:57 | 34:12 | 38:12 | 1:04:20 | 04:15 | 03:08 |
 | Gyrocopter | 9 | 56.25% | 32.5 | 22.22% | -63.49% | +27.78% | -22.22% | -7.63% | 20:51 | 14:47 | 16:11 | 18:52 | 22:44 | 29:59 | 06:33 | 04:51 |
 | Invoker | 5 | 11.90% | 31.3 | 40.00% | +2.16% | +60.00% | +60.00% | 0.00% | 29:15 | 18:53 | 18:53 | 31:44 | 31:50 | 41:40 | 12:57 | 09:35 |
 | Shadow Fiend | 1 | 1.61% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 35:11 | 00:00 | 00:00 |
 | Kunkka | 2 | 11.11% | 28.9 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 31:56 | 26:55 | 26:55 | 36:56 | 36:56 | 36:56 | 10:01 | 07:25 |
 | Dark Seer | 4 | 36.36% | 27.7 | 25.00% | -32.14% | -25.00% | -25.00% | 0.00% | 34:15 | 17:19 | 17:19 | 25:24 | 38:24 | 55:52 | 21:05 | 15:37 |
 | Broodmother | 4 | 33.33% | 26.5 | 25.00% | -12.50% | -25.00% | -25.00% | 0.00% | 23:17 | 18:57 | 18:57 | 23:54 | 25:05 | 25:11 | 06:08 | 04:32 |
 | Terrorblade | 2 | 4.88% | 25.3 | 50.00% | +1.28% | +50.00% | 0.00% | 0.00% | 51:37 | 34:29 | 34:29 | 1:08:45 | 1:08:45 | 1:08:45 | 34:16 | 25:22 |
 | Queen of Pain | 2 | 3.39% | 24.1 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 28:29 | 21:40 | 21:40 | 35:17 | 35:17 | 35:17 | 13:37 | 10:05 |
 | Skywrath Mage | 3 | 11.54% | 22.9 | 33.33% | -14.50% | -33.33% | 0.00% | 0.00% | 41:54 | 30:56 | 30:56 | 45:50 | 48:55 | 48:55 | 17:59 | 13:19 |
 | Lycan | 4 | 21.05% | 21.7 | 25.00% | -15.00% | -25.00% | +75.00% | 3.78% | 41:42 | 26:51 | 26:51 | 29:33 | 53:19 | 57:06 | 26:28 | 19:36 |
 | Hoodwink | 3 | 10.34% | 20.5 | 33.33% | -5.13% | -33.33% | 0.00% | 33.33% | 34:48 | 34:27 | 34:27 | 34:32 | 35:24 | 35:24 | 00:57 | 00:42 |
 | Enigma | 2 | 2.74% | 19.3 | 50.00% | -16.20% | +50.00% | 0.00% | 0.00% | 33:41 | 32:26 | 32:26 | 34:56 | 34:56 | 34:56 | 02:30 | 01:51 |
 | Rubick | 5 | 17.24% | 18.1 | 20.00% | -13.33% | -20.00% | -20.00% | 0.00% | 34:12 | 27:42 | 27:42 | 36:30 | 37:13 | 38:54 | 09:31 | 07:02 |
 | Tidehunter | 7 | 30.43% | 16.9 | 14.29% | -23.21% | -14.29% | -14.29% | 0.00% | 23:11 | 18:59 | 21:38 | 23:16 | 23:51 | 26:28 | 02:13 | 01:38 |
 | Brewmaster | 3 | 42.86% | 15.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 23:52 | 15:57 | 15:57 | 22:54 | 32:44 | 32:44 | 16:47 | 12:25 |
 | Keeper of the Light | 1 | 20.00% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 42:21 | 00:00 | 00:00 |
 | Earth Spirit | 2 | 7.14% | 13.3 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 33:23 | 32:00 | 32:00 | 34:45 | 34:45 | 34:45 | 02:45 | 02:02 |
 | Luna | 1 | 4.00% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Silencer | 1 | 5.00% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Io | 1 | 7.14% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 00:00 | 00:00 |
 | Lone Druid | 1 | 6.67% | 8.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 33.33% | 7.2 | 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 |
 | Arc Warden | 1 | 33.33% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 00:00 | 00:00 |
 | Oracle | 1 | 14.29% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 |
 | Faceless Void | 1 | 1.54% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 43:27 | 00:00 | 00:00 |
 | Phoenix | 1 | 3.85% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 00:00 | 00:00 |
 | Elder Titan | 3 | 25.00% | 1.2 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 32:54 | 30:22 | 30:22 | 31:55 | 36:24 | 36:24 | 06:02 | 04:28 |