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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 | 578 | 14.71% | 86.2 | 57.44% | +12.55% | +1.87% | -1.19% | -0.24% | 28:14 | 10:23 | 21:14 | 27:07 | 33:51 | 1:01:59 | 09:20 |
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 | |
 | Techies | 4 | 80.00% | 100.0 | 75.00% | -25.00% | +25.00% | -75.00% | -33.90% | 21:28 | 19:15 | 19:15 | 19:38 | 22:12 | 24:48 | 02:57 | 02:11 |
 | Meepo | 1 | 50.00% | 98.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 27:21 | 00:00 | 00:00 |
 | Jakiro | 2 | 33.33% | 97.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:47 | 32:27 | 32:27 | 47:07 | 47:07 | 47:07 | 14:40 | 10:51 |
 | Elder Titan | 9 | 15.00% | 96.2 | 88.89% | +32.03% | -38.89% | +11.11% | 4.01% | 31:04 | 19:08 | 21:47 | 29:08 | 34:16 | 52:31 | 12:29 | 09:14 |
 | Visage | 7 | 70.00% | 94.9 | 71.43% | +4.76% | +28.57% | -21.43% | -8.11% | 25:47 | 16:35 | 20:46 | 24:43 | 26:56 | 36:43 | 06:10 | 04:34 |
 | Grimstroke | 10 | 7.09% | 93.6 | 90.00% | +38.09% | -23.33% | +10.00% | 0.00% | 39:17 | 33:33 | 36:14 | 37:05 | 42:37 | 44:02 | 06:23 | 04:43 |
 | Centaur Warrunner | 18 | 14.88% | 92.3 | 77.78% | +26.32% | +2.22% | -27.78% | -3.03% | 33:38 | 23:25 | 27:59 | 31:21 | 37:54 | 54:30 | 09:55 | 07:20 |
 | Puck | 52 | 52.00% | 91.0 | 65.38% | +19.55% | +3.85% | -11.53% | -2.27% | 31:34 | 24:13 | 27:41 | 31:09 | 34:28 | 41:45 | 06:47 | 05:01 |
 | Kunkka | 6 | 26.09% | 89.7 | 83.33% | +18.62% | +16.67% | +16.67% | 0.00% | 29:30 | 21:00 | 21:14 | 26:42 | 35:01 | 43:40 | 13:47 | 10:12 |
 | Dark Seer | 29 | 69.05% | 88.5 | 62.07% | +23.61% | +37.93% | -4.93% | -6.33% | 22:05 | 14:18 | 16:46 | 20:17 | 23:32 | 47:43 | 06:46 | 05:00 |
 | Beastmaster | 22 | 75.86% | 87.2 | 59.09% | +16.23% | -9.09% | +20.91% | 10.34% | 15:00 | 10:23 | 12:40 | 13:58 | 15:34 | 35:26 | 02:54 | 02:08 |
 | Snapfire | 12 | 9.52% | 85.9 | 75.00% | +23.25% | +25.00% | -41.67% | -9.98% | 31:55 | 24:48 | 26:37 | 28:58 | 33:18 | 49:15 | 06:41 | 04:57 |
 | Invoker | 29 | 60.42% | 84.6 | 55.17% | +2.54% | +1.97% | +1.97% | 0.00% | 29:14 | 15:13 | 20:16 | 28:18 | 34:08 | 1:01:17 | 13:52 | 10:16 |
 | Axe | 3 | 8.33% | 83.3 | 100.00% | +69.70% | 0.00% | 0.00% | 0.00% | 37:09 | 32:46 | 32:46 | 35:14 | 43:26 | 43:26 | 10:40 | 07:54 |
 | Tinker | 2 | 100.00% | 82.1 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 25:00 | 21:52 | 21:52 | 28:07 | 28:07 | 28:07 | 06:15 | 04:37 |
 | Storm Spirit | 16 | 31.37% | 80.8 | 62.50% | +13.93% | +12.50% | -12.50% | -3.05% | 37:04 | 29:32 | 31:46 | 36:49 | 39:58 | 51:14 | 08:12 | 06:04 |
 | Gyrocopter | 34 | 66.67% | 79.5 | 52.94% | 0.00% | -8.50% | -2.94% | 0.68% | 18:34 | 12:39 | 14:43 | 17:45 | 22:52 | 27:23 | 08:09 | 06:02 |
 | Bristleback | 10 | 41.67% | 78.2 | 60.00% | +17.14% | +6.67% | -10.00% | -4.47% | 19:19 | 16:15 | 16:53 | 17:52 | 20:37 | 26:22 | 03:44 | 02:45 |
 | Alchemist | 5 | 55.56% | 76.9 | 60.00% | -15.00% | +40.00% | -60.00% | -35.50% | 14:45 | 12:52 | 12:52 | 15:06 | 15:41 | 16:18 | 02:49 | 02:05 |
 | Venomancer | 2 | 12.50% | 75.6 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 45:36 | 33:29 | 33:29 | 57:43 | 57:43 | 57:43 | 24:14 | 17:57 |
 | Tidehunter | 7 | 17.07% | 74.4 | 71.43% | +30.25% | +28.57% | -21.43% | 0.00% | 27:52 | 20:14 | 20:53 | 30:25 | 32:13 | 36:45 | 11:20 | 08:23 |
 | Ember Spirit | 24 | 34.29% | 73.1 | 54.17% | -0.18% | +12.50% | -4.17% | -3.29% | 31:25 | 19:45 | 29:08 | 30:50 | 34:12 | 38:48 | 05:04 | 03:45 |
 | Necrophos | 2 | 10.00% | 71.8 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 32:42 | 24:16 | 24:16 | 41:08 | 41:08 | 41:08 | 16:52 | 12:29 |
 | Medusa | 22 | 46.81% | 70.5 | 50.00% | -14.00% | +16.67% | -10.00% | -6.08% | 21:20 | 15:14 | 19:14 | 20:45 | 23:37 | 33:42 | 04:23 | 03:14 |
 | Shadow Demon | 4 | 17.39% | 69.2 | 75.00% | +43.42% | +25.00% | +25.00% | 0.00% | 29:12 | 21:14 | 21:14 | 27:49 | 33:12 | 34:31 | 11:58 | 08:51 |
 | Juggernaut | 26 | 36.11% | 67.9 | 50.00% | +6.52% | +7.14% | +16.67% | 1.52% | 28:30 | 20:44 | 24:33 | 27:02 | 30:49 | 39:29 | 06:16 | 04:38 |
 | Viper | 6 | 20.00% | 66.7 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 25:39 | 17:18 | 17:22 | 21:48 | 33:31 | 39:43 | 16:09 | 11:57 |
 | Spectre | 2 | 8.70% | 65.4 | 100.00% | +76.19% | 0.00% | 0.00% | 0.00% | 24:48 | 23:11 | 23:11 | 26:24 | 26:24 | 26:24 | 03:13 | 02:22 |
 | Void Spirit | 63 | 75.90% | 64.1 | 41.27% | +6.27% | +8.73% | +2.48% | -1.19% | 23:27 | 14:59 | 20:34 | 24:08 | 25:50 | 31:46 | 05:16 | 03:54 |
 | Slardar | 6 | 14.63% | 62.8 | 66.67% | +9.53% | +33.33% | +33.33% | 0.00% | 31:11 | 23:08 | 24:05 | 25:50 | 37:59 | 40:00 | 13:54 | 10:17 |
 | Disruptor | 5 | 22.73% | 61.5 | 60.00% | +1.18% | +40.00% | -60.00% | -15.58% | 35:38 | 32:14 | 32:14 | 34:28 | 38:39 | 38:57 | 06:25 | 04:45 |
 | Pudge | 1 | 16.67% | 60.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Troll Warlord | 4 | 8.00% | 59.0 | 75.00% | +27.17% | +25.00% | +25.00% | 0.00% | 29:22 | 14:30 | 14:30 | 26:15 | 30:14 | 46:29 | 15:44 | 11:39 |
 | Enchantress | 2 | 4.35% | 57.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:17 | 23:47 | 23:47 | 34:47 | 34:47 | 34:47 | 11:00 | 08:08 |
 | Monkey King | 6 | 35.29% | 56.4 | 50.00% | -4.55% | 0.00% | -50.00% | -13.76% | 24:56 | 18:32 | 23:02 | 23:30 | 26:40 | 31:10 | 03:38 | 02:41 |
 | Phantom Assassin | 7 | 15.91% | 55.1 | 57.14% | +13.90% | -7.14% | -57.14% | 0.00% | 37:25 | 27:06 | 29:24 | 34:36 | 34:48 | 55:31 | 05:24 | 04:00 |
 | Crystal Maiden | 1 | 14.29% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 |
 | Keeper of the Light | 3 | 17.65% | 52.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 30:06 | 22:29 | 22:29 | 23:26 | 44:23 | 44:23 | 21:54 | 16:13 |
 | Broodmother | 6 | 30.00% | 51.3 | 50.00% | -7.14% | 0.00% | -50.00% | 0.00% | 24:27 | 15:01 | 16:03 | 18:25 | 30:49 | 45:10 | 14:46 | 10:56 |
 | Lina | 10 | 17.54% | 50.0 | 50.00% | -1.06% | +16.67% | 0.00% | -1.95% | 34:51 | 29:08 | 31:01 | 33:35 | 39:34 | 39:43 | 08:33 | 06:20 |
 | Brewmaster | 6 | 85.71% | 48.7 | 33.33% | +33.33% | +16.67% | -33.33% | -3.44% | 27:38 | 17:47 | 18:53 | 22:27 | 33:24 | 48:54 | 14:31 | 10:45 |
 | Huskar | 4 | 36.36% | 47.4 | 50.00% | +21.43% | +50.00% | -50.00% | -30.15% | 22:36 | 20:24 | 20:24 | 20:28 | 23:43 | 25:47 | 03:19 | 02:27 |
 | Morphling | 5 | 11.90% | 46.2 | 60.00% | +8.65% | -60.00% | +40.00% | 0.00% | 24:21 | 17:48 | 17:48 | 24:55 | 28:07 | 28:53 | 10:19 | 07:38 |
 | Clockwerk | 5 | 11.11% | 44.9 | 60.00% | +5.00% | -60.00% | -60.00% | 0.00% | 35:45 | 25:31 | 25:31 | 33:28 | 37:53 | 53:29 | 12:22 | 09:09 |
 | Templar Assassin | 3 | 11.54% | 43.6 | 66.67% | +5.80% | +33.33% | 0.00% | 0.00% | 21:40 | 19:41 | 19:41 | 21:29 | 23:50 | 23:50 | 04:09 | 03:04 |
 | Dragon Knight | 3 | 8.33% | 42.3 | 66.67% | +15.15% | +33.33% | 0.00% | 0.00% | 43:40 | 37:16 | 37:16 | 45:08 | 48:35 | 48:35 | 11:19 | 08:22 |
 | Batrider | 1 | 7.14% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 49:25 | 00:00 | 00:00 |
 | Rubick | 10 | 19.23% | 39.7 | 40.00% | -2.86% | -40.00% | +60.00% | 20.55% | 30:47 | 19:00 | 28:53 | 31:52 | 33:45 | 39:59 | 04:52 | 03:36 |
 | Windranger | 1 | 5.26% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 39:42 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 5.00% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 44:59 | 00:00 | 00:00 |
 | Earth Spirit | 3 | 4.17% | 35.9 | 66.67% | +23.19% | +33.33% | 0.00% | 0.00% | 36:41 | 24:42 | 24:42 | 39:33 | 45:49 | 45:49 | 21:07 | 15:38 |
 | Mirana | 7 | 12.28% | 34.6 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 40:30 | 31:13 | 33:32 | 38:35 | 40:00 | 1:01:20 | 06:28 | 04:47 |
 | Doom | 4 | 12.12% | 33.3 | 50.00% | -1.72% | -50.00% | +50.00% | 15.38% | 29:41 | 25:25 | 25:25 | 28:07 | 31:55 | 33:17 | 06:30 | 04:48 |
 | Sven | 1 | 3.33% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Oracle | 1 | 1.89% | 30.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 44:07 | 00:00 | 00:00 |
 | Leshrac | 1 | 1.82% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:16 | 25:16 | 25:16 | 25:16 | 25:16 | 25:16 | 00:00 | 00:00 |
 | Pangolier | 5 | 10.42% | 28.2 | 40.00% | -11.16% | +60.00% | -40.00% | -10.93% | 30:29 | 22:02 | 22:02 | 27:49 | 31:11 | 46:38 | 09:09 | 06:46 |
 | Abaddon | 1 | 1.45% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Tiny | 4 | 3.96% | 25.6 | 50.00% | +1.55% | -50.00% | -50.00% | 0.00% | 36:47 | 28:37 | 28:37 | 35:08 | 39:27 | 43:57 | 10:50 | 08:01 |
 | Skywrath Mage | 3 | 27.27% | 24.4 | 33.33% | -4.17% | +66.67% | 0.00% | 0.00% | 33:47 | 26:12 | 26:12 | 33:17 | 41:53 | 41:53 | 15:41 | 11:37 |
 | Chaos Knight | 3 | 17.65% | 23.1 | 33.33% | -30.96% | +66.67% | 0.00% | 0.00% | 29:45 | 24:46 | 24:46 | 28:49 | 35:39 | 35:39 | 10:53 | 08:03 |
 | Slark | 3 | 16.67% | 21.8 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 20:18 | 17:47 | 17:47 | 18:55 | 24:12 | 24:12 | 06:25 | 04:45 |
 | Nyx Assassin | 2 | 4.00% | 20.5 | 50.00% | +8.33% | +50.00% | 0.00% | 0.00% | 42:58 | 41:40 | 41:40 | 44:15 | 44:15 | 44:15 | 02:35 | 01:54 |
 | Tusk | 2 | 2.47% | 19.2 | 50.00% | -9.49% | -50.00% | 0.00% | 0.00% | 44:32 | 35:48 | 35:48 | 53:16 | 53:16 | 53:16 | 17:28 | 12:56 |
 | Lion | 2 | 1.57% | 17.9 | 50.00% | +9.20% | -50.00% | 0.00% | 0.00% | 37:28 | 32:18 | 32:18 | 42:38 | 42:38 | 42:38 | 10:20 | 07:39 |
 | Terrorblade | 2 | 13.33% | 16.7 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 45:35 | 43:59 | 43:59 | 47:10 | 47:10 | 47:10 | 03:11 | 02:21 |
 | Luna | 1 | 3.70% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Faceless Void | 1 | 2.50% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:55 | 40:55 | 40:55 | 40:55 | 40:55 | 40:55 | 00:00 | 00:00 |
 | Ursa | 1 | 2.22% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:22 | 52:22 | 52:22 | 52:22 | 52:22 | 52:22 | 00:00 | 00:00 |
 | Hoodwink | 2 | 18.18% | 11.5 | 0.00% | -22.22% | 0.00% | 0.00% | 0.00% | 30:44 | 27:48 | 27:48 | 33:39 | 33:39 | 33:39 | 05:51 | 04:20 |
 | Underlord | 1 | 7.14% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 35:52 | 00:00 | 00:00 |
 | Zeus | 2 | 100.00% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 20:02 | 20:02 | 24:45 | 24:45 | 24:45 | 04:43 | 03:29 |
 | Io | 1 | 8.33% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 15:28 | 00:00 | 00:00 |
 | Wraith King | 1 | 1.92% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 36:38 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.33% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 1:01:59 | 00:00 | 00:00 |
 | Bloodseeker | 2 | 5.26% | 3.8 | 0.00% | -52.78% | 0.00% | 0.00% | 0.00% | 38:28 | 38:21 | 38:21 | 38:34 | 38:34 | 38:34 | 00:13 | 00:09 |
 | Night Stalker | 1 | 8.33% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 17:17 | 00:00 | 00:00 |
 | Mars | 1 | 0.95% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |