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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 | 257 | 17.48% | 87.3 | 57.20% | +13.77% | -2.51% | -4.07% | -0.12% | 30:51 | 13:11 | 23:23 | 30:32 | 36:42 | 1:04:44 | 09:51 |
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 | |
 | Pudge | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 16:17 | 15:05 | 15:05 | 17:29 | 17:29 | 17:29 | 02:24 | 01:46 |
 | Kunkka | 4 | 25.00% | 98.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 37:08 | 32:42 | 32:42 | 35:24 | 38:45 | 41:40 | 06:03 | 04:28 |
 | Disruptor | 13 | 27.08% | 96.3 | 84.62% | +41.76% | +15.38% | -17.95% | -3.82% | 36:35 | 29:40 | 31:15 | 35:45 | 39:58 | 46:00 | 08:43 | 06:27 |
 | Phantom Assassin | 1 | 50.00% | 94.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 |
 | Huskar | 1 | 50.00% | 92.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 25:12 | 00:00 | 00:00 |
 | Slark | 9 | 100.00% | 90.7 | 66.67% | +66.67% | -16.67% | +33.33% | 10.10% | 19:22 | 15:47 | 15:53 | 19:59 | 20:50 | 23:04 | 04:57 | 03:40 |
 | Monkey King | 7 | 24.14% | 88.9 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 23:26 | 17:07 | 18:32 | 24:48 | 25:26 | 28:09 | 06:54 | 05:06 |
 | Ember Spirit | 22 | 57.89% | 87.0 | 68.18% | +5.68% | +31.82% | -28.18% | -8.93% | 32:41 | 23:28 | 28:37 | 31:16 | 35:20 | 53:30 | 06:43 | 04:58 |
 | Visage | 2 | 25.00% | 85.2 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:04 | 18:33 | 18:33 | 37:34 | 37:34 | 37:34 | 19:01 | 14:05 |
 | Dawnbreaker | 12 | 57.14% | 83.3 | 66.67% | +11.11% | 0.00% | -33.34% | -4.88% | 28:20 | 21:10 | 23:01 | 26:14 | 29:51 | 43:27 | 06:50 | 05:03 |
 | Timbersaw | 13 | 68.42% | 81.5 | 61.54% | -5.13% | +5.13% | +5.13% | 0.00% | 27:08 | 20:18 | 22:24 | 27:31 | 29:49 | 34:38 | 07:25 | 05:29 |
 | Void Spirit | 5 | 83.33% | 79.6 | 60.00% | -40.00% | +40.00% | +40.00% | 0.00% | 26:43 | 22:34 | 22:34 | 24:38 | 27:45 | 35:15 | 05:11 | 03:50 |
 | Jakiro | 2 | 18.18% | 77.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 49:07 | 39:40 | 39:40 | 58:34 | 58:34 | 58:34 | 18:54 | 14:00 |
 | Zeus | 1 | 33.33% | 75.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 21:24 | 00:00 | 00:00 |
 | Pangolier | 26 | 52.00% | 74.1 | 57.69% | +7.69% | -0.55% | +8.98% | 1.17% | 28:26 | 18:42 | 24:20 | 29:04 | 32:28 | 39:21 | 08:08 | 06:01 |
 | Primal Beast | 7 | 25.00% | 72.2 | 71.43% | +28.57% | -21.43% | +28.57% | 10.03% | 32:58 | 25:32 | 30:37 | 33:36 | 35:36 | 37:14 | 04:59 | 03:41 |
 | Snapfire | 26 | 36.11% | 70.4 | 57.69% | +3.34% | -0.55% | +8.98% | 0.72% | 26:33 | 13:11 | 20:06 | 23:33 | 33:15 | 44:17 | 13:09 | 09:44 |
 | Dragon Knight | 13 | 68.42% | 68.5 | 53.85% | +20.52% | +12.82% | +12.82% | 0.00% | 35:32 | 22:58 | 26:53 | 35:28 | 39:39 | 1:04:44 | 12:46 | 09:27 |
 | Alchemist | 4 | 26.67% | 66.7 | 75.00% | +38.64% | -75.00% | +25.00% | 0.00% | 34:19 | 27:59 | 27:59 | 28:25 | 37:43 | 43:07 | 09:44 | 07:12 |
 | Clockwerk | 3 | 5.66% | 64.8 | 100.00% | +34.00% | 0.00% | 0.00% | 0.00% | 32:57 | 25:33 | 25:33 | 35:46 | 37:33 | 37:33 | 12:00 | 08:53 |
 | Morphling | 5 | 50.00% | 63.0 | 60.00% | -20.00% | +40.00% | -60.00% | -12.27% | 28:24 | 18:47 | 18:47 | 26:08 | 26:56 | 49:27 | 08:09 | 06:02 |
 | Medusa | 1 | 20.00% | 61.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 20.00% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 47:19 | 00:00 | 00:00 |
 | Lycan | 1 | 20.00% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Storm Spirit | 8 | 42.11% | 55.6 | 50.00% | +13.64% | +50.00% | 0.00% | -7.33% | 36:08 | 29:21 | 31:36 | 36:49 | 38:25 | 42:35 | 06:49 | 05:02 |
 | Outworld Destroyer | 3 | 100.00% | 53.7 | 33.33% | +33.33% | +66.67% | 0.00% | -5.10% | 21:23 | 16:37 | 16:37 | 17:50 | 29:41 | 29:41 | 13:04 | 09:40 |
 | Sniper | 1 | 14.29% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Keeper of the Light | 2 | 50.00% | 50.0 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 31:31 | 27:23 | 27:23 | 35:38 | 35:38 | 35:38 | 08:15 | 06:06 |
 | Techies | 1 | 9.09% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 45:14 | 00:00 | 00:00 |
 | Dark Seer | 2 | 33.33% | 46.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 38:18 | 37:22 | 37:22 | 39:14 | 39:14 | 39:14 | 01:52 | 01:22 |
 | Tusk | 11 | 22.45% | 44.4 | 36.36% | -11.01% | -3.03% | -3.03% | 0.00% | 37:46 | 30:09 | 32:14 | 35:33 | 39:01 | 56:24 | 06:47 | 05:01 |
 | Beastmaster | 4 | 13.79% | 42.6 | 50.00% | +2.00% | +50.00% | +50.00% | 0.00% | 17:54 | 13:46 | 13:46 | 16:42 | 19:31 | 21:37 | 05:45 | 04:15 |
 | Leshrac | 1 | 3.70% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:34 | 49:34 | 49:34 | 49:34 | 49:34 | 49:34 | 00:00 | 00:00 |
 | Undying | 1 | 3.13% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Treant Protector | 1 | 2.94% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 00:00 | 00:00 |
 | Abaddon | 2 | 11.76% | 35.2 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 51:18 | 46:39 | 46:39 | 55:57 | 55:57 | 55:57 | 09:18 | 06:53 |
 | Terrorblade | 2 | 8.33% | 33.3 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 53:18 | 51:35 | 51:35 | 55:01 | 55:01 | 55:01 | 03:26 | 02:32 |
 | Broodmother | 3 | 17.65% | 31.5 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 34:54 | 31:52 | 31:52 | 34:59 | 37:50 | 37:50 | 05:58 | 04:25 |
 | Skywrath Mage | 4 | 25.00% | 29.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 35:12 | 29:27 | 29:27 | 29:42 | 36:44 | 44:55 | 07:17 | 05:23 |
 | Doom | 5 | 22.73% | 27.8 | 20.00% | -27.06% | -20.00% | -20.00% | 0.00% | 39:32 | 29:59 | 29:59 | 40:26 | 43:25 | 45:35 | 13:26 | 09:57 |
 | Brewmaster | 1 | 33.33% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 25.00% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 00:00 | 00:00 |
 | Tiny | 1 | 2.86% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Nature's Prophet | 8 | 38.10% | 20.4 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 21:02 | 14:09 | 14:51 | 15:23 | 17:11 | 51:26 | 02:20 | 01:43 |
 | Luna | 1 | 4.76% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:25 | 38:25 | 38:25 | 38:25 | 38:25 | 38:25 | 00:00 | 00:00 |
 | Templar Assassin | 1 | 5.26% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 20:14 | 00:00 | 00:00 |
 | Spectre | 3 | 100.00% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:03 | 20:26 | 20:26 | 20:33 | 25:09 | 25:09 | 04:43 | 03:29 |
 | Enchantress | 1 | 4.17% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 17:00 | 00:00 | 00:00 |
 | Ursa | 2 | 10.00% | 11.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 30:30 | 27:19 | 27:19 | 33:40 | 33:40 | 33:40 | 06:21 | 04:42 |
 | Troll Warlord | 1 | 7.14% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 00:00 | 00:00 |
 | Naga Siren | 2 | 18.18% | 7.4 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 29:51 | 27:21 | 27:21 | 32:20 | 32:20 | 32:20 | 04:59 | 03:41 |
 | Invoker | 1 | 12.50% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Rubick | 1 | 1.59% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:49 | 49:49 | 49:49 | 49:49 | 49:49 | 49:49 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 20.00% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |