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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 | 537 | 12.79% | 87.5 | 59.22% | +13.55% | -1.76% | +1.23% | 0.25% | 29:01 | 12:35 | 21:43 | 27:35 | 33:48 | 1:06:19 | 08:57 |
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 | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 37:33 | 00:00 | 00:00 |
 | Tinker | 1 | 100.00% | 98.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Storm Spirit | 4 | 30.77% | 97.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 31:10 | 26:56 | 26:56 | 31:44 | 31:50 | 34:11 | 04:54 | 03:37 |
 | Disruptor | 4 | 30.77% | 96.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 39:51 | 29:46 | 29:46 | 38:33 | 40:48 | 50:17 | 11:02 | 08:10 |
 | Bristleback | 36 | 94.74% | 94.7 | 63.89% | +63.89% | +25.00% | -19.45% | -16.57% | 18:11 | 13:37 | 15:56 | 16:37 | 18:37 | 29:50 | 02:41 | 01:59 |
 | Ember Spirit | 37 | 48.05% | 93.3 | 67.57% | +27.57% | +21.32% | -0.90% | -2.63% | 31:48 | 21:11 | 26:59 | 32:15 | 35:25 | 49:32 | 08:26 | 06:14 |
 | Rubick | 4 | 8.33% | 92.0 | 100.00% | +56.82% | 0.00% | 0.00% | 0.00% | 39:09 | 28:45 | 28:45 | 38:44 | 40:45 | 48:22 | 12:00 | 08:53 |
 | Dawnbreaker | 24 | 16.22% | 90.7 | 70.83% | +31.31% | -4.16% | -4.16% | 0.00% | 29:10 | 18:42 | 24:45 | 27:35 | 31:49 | 46:49 | 07:04 | 05:14 |
 | Gyrocopter | 6 | 60.00% | 89.3 | 66.67% | +41.67% | -16.67% | +33.33% | 6.16% | 21:41 | 12:36 | 13:22 | 16:02 | 21:29 | 45:12 | 08:07 | 06:00 |
 | Terrorblade | 4 | 7.14% | 88.0 | 100.00% | +51.92% | 0.00% | 0.00% | 0.00% | 49:33 | 46:15 | 46:15 | 46:39 | 47:54 | 57:22 | 01:39 | 01:13 |
 | Void Spirit | 61 | 79.22% | 86.7 | 55.74% | +49.49% | -2.41% | -2.41% | 0.00% | 23:41 | 17:03 | 20:06 | 23:09 | 25:17 | 40:02 | 05:11 | 03:50 |
 | Vengeful Spirit | 4 | 40.00% | 85.3 | 75.00% | +58.33% | -75.00% | +25.00% | 0.00% | 23:13 | 16:58 | 16:58 | 17:17 | 18:10 | 40:25 | 01:12 | 00:53 |
 | Zeus | 50 | 61.73% | 84.0 | 56.00% | +23.74% | -9.85% | -22.67% | -2.47% | 28:16 | 18:41 | 25:42 | 26:52 | 30:54 | 45:05 | 05:12 | 03:51 |
 | Bounty Hunter | 1 | 33.33% | 82.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 16:25 | 00:00 | 00:00 |
 | Clockwerk | 14 | 13.86% | 81.3 | 71.43% | +22.00% | -46.43% | +28.57% | 7.36% | 31:56 | 21:45 | 25:50 | 31:25 | 36:01 | 44:43 | 10:11 | 07:32 |
 | Winter Wyvern | 9 | 9.28% | 80.0 | 77.78% | +25.51% | +22.22% | +22.22% | 0.00% | 27:28 | 21:28 | 22:09 | 24:49 | 26:39 | 39:25 | 04:30 | 03:20 |
 | Dragon Knight | 21 | 42.00% | 78.7 | 57.14% | +15.76% | +22.86% | +2.86% | -2.69% | 33:45 | 21:14 | 29:22 | 33:05 | 36:48 | 49:36 | 07:26 | 05:30 |
 | Bane | 3 | 7.14% | 77.3 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 49:01 | 39:26 | 39:26 | 45:38 | 1:01:59 | 1:01:59 | 22:33 | 16:42 |
 | Abaddon | 2 | 12.50% | 76.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 35:51 | 30:43 | 30:43 | 40:59 | 40:59 | 40:59 | 10:16 | 07:36 |
 | Brewmaster | 25 | 83.33% | 74.7 | 48.00% | +28.00% | +18.67% | +2.00% | -2.51% | 23:38 | 16:41 | 20:11 | 22:42 | 26:50 | 36:59 | 06:39 | 04:55 |
 | Weaver | 9 | 20.45% | 73.3 | 66.67% | +35.24% | +33.33% | -66.67% | -5.85% | 29:15 | 19:48 | 20:27 | 27:42 | 37:33 | 40:29 | 17:06 | 12:40 |
 | Monkey King | 10 | 11.90% | 72.0 | 70.00% | +24.05% | +30.00% | -20.00% | -4.86% | 31:28 | 20:11 | 24:29 | 31:19 | 34:46 | 51:15 | 10:17 | 07:37 |
 | Leshrac | 6 | 26.09% | 70.7 | 66.67% | +37.26% | +33.33% | -66.67% | 0.00% | 31:30 | 25:03 | 26:56 | 27:43 | 34:32 | 43:01 | 07:36 | 05:37 |
 | Earth Spirit | 2 | 10.00% | 69.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 33:15 | 32:06 | 32:06 | 34:24 | 34:24 | 34:24 | 02:18 | 01:42 |
 | Keeper of the Light | 5 | 8.62% | 68.0 | 80.00% | +36.60% | -80.00% | +20.00% | 0.00% | 32:09 | 18:02 | 18:02 | 29:49 | 41:55 | 42:39 | 23:53 | 17:41 |
 | Necrophos | 2 | 8.00% | 66.7 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 42:37 | 41:40 | 41:40 | 43:33 | 43:33 | 43:33 | 01:53 | 01:23 |
 | Kunkka | 8 | 18.18% | 65.3 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 37:49 | 30:19 | 31:18 | 33:51 | 36:49 | 58:42 | 05:31 | 04:05 |
 | Pudge | 24 | 75.00% | 64.0 | 41.67% | +16.67% | -25.00% | +8.33% | 12.05% | 19:18 | 14:39 | 17:04 | 18:42 | 19:50 | 31:56 | 02:46 | 02:02 |
 | Centaur Warrunner | 3 | 27.27% | 62.7 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 39:06 | 34:17 | 34:17 | 35:24 | 47:38 | 47:38 | 13:21 | 09:53 |
 | Tiny | 11 | 5.64% | 61.3 | 63.64% | +10.38% | +36.36% | -30.31% | -11.30% | 26:57 | 20:11 | 23:13 | 26:42 | 29:07 | 32:46 | 05:54 | 04:22 |
 | Huskar | 2 | 66.67% | 60.0 | 50.00% | +50.00% | -50.00% | 0.00% | 50.00% | 24:38 | 24:14 | 24:14 | 25:01 | 25:01 | 25:01 | 00:47 | 00:34 |
 | Pangolier | 6 | 10.91% | 58.7 | 66.67% | +21.77% | -16.67% | +33.33% | 0.00% | 32:29 | 24:55 | 25:01 | 29:27 | 36:45 | 44:31 | 11:44 | 08:41 |
 | Tusk | 7 | 21.88% | 57.3 | 57.14% | -2.86% | -7.14% | -7.14% | 0.00% | 30:35 | 21:13 | 26:01 | 31:31 | 33:08 | 38:10 | 07:07 | 05:16 |
 | Spectre | 12 | 60.00% | 56.0 | 41.67% | +29.17% | -8.34% | +58.33% | 8.70% | 28:09 | 19:03 | 23:10 | 27:20 | 30:50 | 37:34 | 07:40 | 05:40 |
 | Dark Seer | 4 | 50.00% | 54.7 | 50.00% | +50.00% | +50.00% | -50.00% | -20.27% | 16:52 | 12:35 | 12:35 | 17:05 | 17:31 | 20:15 | 04:56 | 03:39 |
 | Grimstroke | 7 | 18.42% | 53.3 | 57.14% | +24.88% | -57.14% | +42.86% | 84.51% | 31:48 | 30:18 | 30:20 | 31:12 | 31:31 | 34:34 | 01:11 | 00:52 |
 | Phantom Assassin | 3 | 21.43% | 52.0 | 66.67% | +48.49% | -66.67% | 0.00% | 0.00% | 35:33 | 30:49 | 30:49 | 36:12 | 39:37 | 39:37 | 08:48 | 06:31 |
 | Hoodwink | 2 | 4.17% | 50.7 | 100.00% | +56.52% | 0.00% | 0.00% | 0.00% | 53:34 | 45:26 | 45:26 | 1:01:41 | 1:01:41 | 1:01:41 | 16:15 | 12:02 |
 | Alchemist | 16 | 33.33% | 49.3 | 43.75% | -6.25% | -18.75% | -18.75% | 0.00% | 28:51 | 14:31 | 15:37 | 31:43 | 36:50 | 56:46 | 21:13 | 15:42 |
 | Snapfire | 11 | 10.58% | 48.0 | 54.55% | +0.79% | +45.45% | -21.22% | -5.45% | 32:20 | 21:00 | 27:37 | 31:59 | 39:51 | 41:12 | 12:14 | 09:03 |
 | Venomancer | 3 | 18.75% | 46.7 | 66.67% | +12.82% | +33.33% | 0.00% | 0.00% | 25:40 | 14:42 | 14:42 | 17:48 | 44:30 | 44:30 | 29:48 | 22:04 |
 | Naga Siren | 2 | 50.00% | 45.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 26:22 | 21:01 | 21:01 | 31:42 | 31:42 | 31:42 | 10:41 | 07:54 |
 | Visage | 8 | 12.90% | 44.0 | 50.00% | -12.96% | 0.00% | -50.00% | -5.32% | 28:05 | 19:28 | 20:27 | 27:29 | 29:51 | 45:43 | 09:24 | 06:57 |
 | Undying | 1 | 9.09% | 42.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 19:50 | 00:00 | 00:00 |
 | Luna | 3 | 10.71% | 41.3 | 66.67% | -5.33% | +33.33% | 0.00% | 0.00% | 35:22 | 22:10 | 22:10 | 40:35 | 43:22 | 43:22 | 21:12 | 15:42 |
 | Slark | 3 | 75.00% | 40.0 | 33.33% | -66.67% | -33.33% | 0.00% | 2.96% | 27:33 | 22:12 | 22:12 | 27:00 | 33:27 | 33:27 | 11:15 | 08:20 |
 | Lone Druid | 1 | 8.33% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 00:00 | 00:00 |
 | Slardar | 1 | 7.14% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 00:00 | 00:00 |
 | Chen | 1 | 7.14% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 26:24 | 00:00 | 00:00 |
 | Templar Assassin | 6 | 11.54% | 34.7 | 50.00% | -6.52% | 0.00% | +50.00% | 0.00% | 35:42 | 22:53 | 23:37 | 31:30 | 51:31 | 52:03 | 27:54 | 20:40 |
 | Night Stalker | 1 | 3.57% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Phoenix | 1 | 2.94% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 00:00 | 00:00 |
 | Medusa | 1 | 2.86% | 30.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Juggernaut | 1 | 1.67% | 29.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 30:47 | 00:00 | 00:00 |
 | Warlock | 1 | 1.67% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 31:45 | 00:00 | 00:00 |
 | Puck | 4 | 2.48% | 26.7 | 50.00% | -6.69% | -50.00% | +50.00% | 0.00% | 56:00 | 35:09 | 35:09 | 56:36 | 1:05:55 | 1:06:19 | 30:46 | 22:47 |
 | Tidehunter | 4 | 44.44% | 25.3 | 25.00% | -15.00% | -25.00% | +75.00% | 0.00% | 25:25 | 18:34 | 18:34 | 22:09 | 27:51 | 33:04 | 09:17 | 06:52 |
 | Invoker | 2 | 10.53% | 24.0 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 34:38 | 28:35 | 28:35 | 40:40 | 40:40 | 40:40 | 12:05 | 08:57 |
 | Timbersaw | 6 | 9.84% | 22.7 | 33.33% | -3.03% | +16.67% | -33.33% | 0.00% | 35:55 | 26:50 | 29:49 | 33:48 | 41:21 | 42:27 | 11:32 | 08:32 |
 | Morphling | 2 | 7.14% | 21.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 28:08 | 23:33 | 23:33 | 32:42 | 32:42 | 32:42 | 09:09 | 06:46 |
 | Batrider | 2 | 5.26% | 20.0 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 48:01 | 41:17 | 41:17 | 54:44 | 54:44 | 54:44 | 13:27 | 09:57 |
 | Beastmaster | 2 | 2.17% | 18.7 | 50.00% | -8.89% | +50.00% | 0.00% | 0.00% | 29:36 | 17:31 | 17:31 | 41:41 | 41:41 | 41:41 | 24:10 | 17:54 |
 | Mirana | 3 | 8.33% | 17.3 | 33.33% | -24.25% | -33.33% | 0.00% | 0.00% | 29:39 | 26:14 | 26:14 | 30:29 | 32:13 | 32:13 | 05:59 | 04:25 |
 | Skywrath Mage | 3 | 6.82% | 16.0 | 33.33% | +4.06% | -33.33% | 0.00% | 0.00% | 38:36 | 35:17 | 35:17 | 40:02 | 40:29 | 40:29 | 05:12 | 03:51 |
 | Broodmother | 1 | 33.33% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.33% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |
 | Lycan | 3 | 8.82% | 12.0 | 0.00% | -64.52% | 0.00% | 0.00% | 0.00% | 39:14 | 27:27 | 27:27 | 29:30 | 60:44 | 60:44 | 33:17 | 24:39 |
 | Nature's Prophet | 1 | 1.92% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:03 | 56:03 | 56:03 | 56:03 | 56:03 | 56:03 | 00:00 | 00:00 |
 | Mars | 1 | 1.41% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Razor | 2 | 2.25% | 8.0 | 0.00% | -49.43% | 0.00% | 0.00% | 0.00% | 59:00 | 52:34 | 52:34 | 1:05:26 | 1:05:26 | 1:05:26 | 12:52 | 09:31 |
 | Enigma | 1 | 1.32% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:08 | 60:08 | 60:08 | 60:08 | 60:08 | 60:08 | 00:00 | 00:00 |
 | Earthshaker | 1 | 25.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 1.89% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 35:30 | 00:00 | 00:00 |
 | Wraith King | 1 | 5.00% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 60:20 | 00:00 | 00:00 |
 | Dazzle | 1 | 3.13% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 37:06 | 00:00 | 00:00 |