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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 | 534 | 14.05% | 87.6 | 59.36% | +14.39% | -0.40% | -2.97% | -0.26% | 30:51 | 12:59 | 25:15 | 30:19 | 35:06 | 1:09:47 | 07:17 |
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 | |
 | Naga Siren | 5 | 71.43% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:41 | 18:45 | 18:45 | 25:07 | 29:45 | 35:29 | 11:00 | 08:08 |
 | Spirit Breaker | 3 | 60.00% | 98.6 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 37:17 | 32:17 | 32:17 | 37:41 | 41:53 | 41:53 | 09:36 | 07:06 |
 | Vengeful Spirit | 8 | 53.33% | 97.2 | 87.50% | +44.64% | +12.50% | +12.50% | 0.00% | 27:14 | 15:42 | 16:50 | 26:44 | 30:30 | 39:58 | 13:40 | 10:07 |
 | Dark Seer | 6 | 60.00% | 95.8 | 83.33% | +58.33% | -33.33% | +16.67% | 2.70% | 25:37 | 15:13 | 16:13 | 18:00 | 34:43 | 36:51 | 18:30 | 13:42 |
 | Dragon Knight | 35 | 32.11% | 94.4 | 77.14% | +46.06% | +22.86% | -21.58% | -9.59% | 33:04 | 25:16 | 30:34 | 32:55 | 35:12 | 42:50 | 04:38 | 03:25 |
 | Witch Doctor | 1 | 50.00% | 93.1 | 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 |
 | Bounty Hunter | 1 | 50.00% | 91.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |
 | Lycan | 1 | 50.00% | 90.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:46 | 30:46 | 30:46 | 30:46 | 30:46 | 30:46 | 00:00 | 00:00 |
 | Shadow Demon | 15 | 23.08% | 88.9 | 80.00% | +28.00% | -30.00% | +20.00% | 8.00% | 33:13 | 22:44 | 29:29 | 31:32 | 35:44 | 53:38 | 06:15 | 04:37 |
 | Invoker | 8 | 18.18% | 87.5 | 87.50% | +51.39% | +12.50% | +12.50% | 0.00% | 33:53 | 24:20 | 24:25 | 27:31 | 34:20 | 52:26 | 09:55 | 07:20 |
 | Storm Spirit | 45 | 42.86% | 86.1 | 64.44% | +14.44% | -0.80% | -9.89% | -1.41% | 32:51 | 22:22 | 29:37 | 31:14 | 36:03 | 44:13 | 06:26 | 04:45 |
 | Visage | 8 | 72.73% | 84.7 | 62.50% | -4.17% | -12.50% | -12.50% | 0.00% | 24:31 | 16:22 | 16:56 | 21:47 | 30:48 | 33:39 | 13:52 | 10:16 |
 | Huskar | 13 | 68.42% | 83.3 | 61.54% | +28.21% | +38.46% | +38.46% | 0.00% | 27:35 | 20:54 | 21:45 | 26:43 | 31:16 | 35:53 | 09:31 | 07:02 |
 | Mirana | 7 | 10.45% | 81.9 | 85.71% | +35.71% | +14.29% | -35.71% | -4.40% | 25:54 | 16:51 | 18:09 | 28:04 | 29:31 | 38:11 | 11:22 | 08:25 |
 | Anti-Mage | 5 | 26.32% | 80.6 | 80.00% | +44.29% | +20.00% | -80.00% | 0.00% | 30:11 | 22:38 | 22:38 | 25:17 | 28:14 | 50:49 | 05:36 | 04:08 |
 | Hoodwink | 17 | 18.09% | 79.2 | 70.59% | +25.14% | +4.41% | -20.59% | -3.28% | 30:35 | 24:10 | 26:30 | 28:45 | 34:08 | 38:41 | 07:38 | 05:39 |
 | Weaver | 29 | 38.16% | 77.8 | 62.07% | +15.26% | -4.93% | -19.21% | -2.80% | 32:09 | 23:09 | 28:53 | 30:04 | 33:59 | 49:47 | 05:06 | 03:46 |
 | Razor | 8 | 20.00% | 76.4 | 75.00% | +37.50% | -25.00% | +25.00% | 8.15% | 35:29 | 26:28 | 29:50 | 34:54 | 35:58 | 45:45 | 06:08 | 04:32 |
 | Ember Spirit | 40 | 42.55% | 75.0 | 55.00% | +10.56% | +25.00% | -25.00% | -6.25% | 32:13 | 23:33 | 28:04 | 31:25 | 36:04 | 46:22 | 08:00 | 05:55 |
 | Void Spirit | 28 | 87.50% | 73.6 | 50.00% | +50.00% | +21.43% | -7.14% | -5.46% | 24:47 | 18:26 | 21:35 | 24:00 | 26:49 | 34:35 | 05:14 | 03:52 |
 | Brewmaster | 17 | 100.00% | 72.2 | 47.06% | +47.06% | +52.94% | +2.94% | -9.23% | 20:21 | 15:48 | 16:17 | 19:45 | 21:42 | 30:59 | 05:25 | 04:00 |
 | Juggernaut | 2 | 13.33% | 70.8 | 100.00% | +76.92% | 0.00% | 0.00% | 0.00% | 32:28 | 30:22 | 30:22 | 34:34 | 34:34 | 34:34 | 04:12 | 03:06 |
 | Pangolier | 12 | 12.37% | 69.4 | 66.67% | +14.91% | +33.33% | -33.34% | -7.51% | 32:15 | 20:48 | 25:06 | 27:56 | 33:59 | 57:37 | 08:53 | 06:34 |
 | Gyrocopter | 27 | 58.70% | 68.1 | 48.15% | +21.83% | +37.56% | -33.86% | -16.29% | 22:18 | 12:59 | 20:34 | 22:49 | 24:57 | 28:59 | 04:23 | 03:14 |
 | Keeper of the Light | 13 | 12.15% | 66.7 | 61.54% | +7.28% | -28.21% | +5.13% | 2.74% | 30:33 | 15:26 | 22:20 | 32:10 | 34:29 | 46:14 | 12:09 | 09:00 |
 | Bristleback | 8 | 100.00% | 65.3 | 37.50% | +37.50% | +12.50% | -37.50% | -28.30% | 17:03 | 14:46 | 15:50 | 16:41 | 17:36 | 20:39 | 01:46 | 01:18 |
 | Grimstroke | 15 | 19.74% | 63.9 | 53.33% | +15.63% | +21.67% | -3.33% | -3.31% | 32:19 | 25:34 | 26:58 | 30:37 | 34:31 | 43:36 | 07:33 | 05:35 |
 | Treant Protector | 2 | 6.45% | 62.5 | 100.00% | +51.72% | 0.00% | 0.00% | 0.00% | 53:18 | 50:43 | 50:43 | 55:52 | 55:52 | 55:52 | 05:09 | 03:48 |
 | Sand King | 3 | 2.26% | 61.1 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 36:35 | 26:29 | 26:29 | 38:50 | 44:26 | 44:26 | 17:57 | 13:17 |
 | Phantom Assassin | 7 | 25.00% | 59.7 | 57.14% | +9.52% | -7.14% | +42.86% | 0.00% | 32:17 | 26:11 | 26:39 | 31:28 | 33:56 | 42:35 | 07:17 | 05:23 |
 | Timbersaw | 4 | 10.53% | 58.3 | 75.00% | -4.41% | +25.00% | +25.00% | 0.00% | 30:13 | 25:18 | 25:18 | 29:34 | 31:45 | 34:15 | 06:27 | 04:46 |
 | Tusk | 9 | 21.95% | 56.9 | 55.56% | +18.06% | -5.56% | -5.56% | 0.00% | 32:39 | 24:08 | 30:31 | 32:29 | 35:01 | 37:32 | 04:30 | 03:20 |
 | Earth Spirit | 7 | 21.21% | 55.6 | 57.14% | +10.99% | -57.14% | -7.14% | 6.82% | 32:35 | 24:20 | 29:10 | 32:04 | 36:30 | 37:05 | 07:20 | 05:25 |
 | Dawnbreaker | 1 | 16.67% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 00:00 | 00:00 |
 | Venomancer | 4 | 50.00% | 52.8 | 50.00% | +25.00% | +50.00% | +50.00% | 0.00% | 34:05 | 22:56 | 22:56 | 23:19 | 42:26 | 47:38 | 19:30 | 14:26 |
 | Tidehunter | 22 | 48.89% | 51.4 | 40.91% | +10.48% | -7.58% | -40.91% | -5.39% | 25:00 | 16:07 | 22:03 | 23:41 | 28:14 | 36:01 | 06:11 | 04:34 |
 | Centaur Warrunner | 3 | 21.43% | 50.0 | 66.67% | +30.31% | +33.33% | 0.00% | 0.00% | 42:11 | 32:49 | 32:49 | 43:19 | 50:25 | 50:25 | 17:36 | 13:02 |
 | Abaddon | 2 | 4.17% | 48.6 | 100.00% | +41.30% | 0.00% | 0.00% | 0.00% | 36:10 | 32:09 | 32:09 | 40:10 | 40:10 | 40:10 | 08:01 | 05:56 |
 | Jakiro | 3 | 15.79% | 47.2 | 66.67% | +22.92% | +33.33% | 0.00% | -0.84% | 35:21 | 16:28 | 16:28 | 33:18 | 56:16 | 56:16 | 39:48 | 29:28 |
 | Puck | 5 | 12.50% | 45.8 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 34:46 | 27:47 | 27:47 | 32:35 | 34:59 | 48:14 | 07:12 | 05:20 |
 | Templar Assassin | 7 | 7.53% | 44.4 | 57.14% | +7.14% | -7.14% | +42.86% | 0.00% | 34:15 | 22:20 | 24:29 | 32:55 | 33:14 | 50:58 | 08:45 | 06:28 |
 | Rubick | 3 | 10.71% | 43.1 | 66.67% | +6.67% | +33.33% | 0.00% | -2.24% | 40:36 | 32:36 | 32:36 | 41:45 | 47:27 | 47:27 | 14:51 | 11:00 |
 | Snapfire | 6 | 10.53% | 41.7 | 50.00% | +16.67% | -50.00% | -50.00% | 0.00% | 29:03 | 22:24 | 22:45 | 24:06 | 31:46 | 43:36 | 09:01 | 06:40 |
 | Legion Commander | 1 | 6.25% | 40.3 | 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 |
 | Techies | 1 | 5.88% | 38.9 | 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 |
 | Chaos Knight | 3 | 5.08% | 37.5 | 66.67% | +13.10% | -66.67% | 0.00% | 0.00% | 30:16 | 27:29 | 27:29 | 29:31 | 33:48 | 33:48 | 06:19 | 04:40 |
 | Undying | 1 | 3.70% | 36.1 | 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 |
 | Bane | 6 | 4.51% | 34.7 | 50.00% | -5.12% | +50.00% | -50.00% | 0.00% | 41:38 | 31:20 | 40:23 | 40:46 | 45:52 | 49:09 | 05:29 | 04:03 |
 | Faceless Void | 1 | 3.33% | 33.3 | 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 |
 | Viper | 1 | 3.23% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 2.86% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 1:04:52 | 00:00 | 00:00 |
 | Terrorblade | 4 | 8.00% | 29.2 | 50.00% | -4.35% | -50.00% | +50.00% | 0.00% | 46:59 | 35:21 | 35:21 | 42:50 | 49:27 | 60:19 | 14:06 | 10:26 |
 | Chen | 2 | 18.18% | 27.8 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 33:50 | 30:36 | 30:36 | 37:03 | 37:03 | 37:03 | 06:27 | 04:46 |
 | Winter Wyvern | 3 | 37.50% | 26.4 | 33.33% | -26.67% | -33.33% | 0.00% | 1.87% | 31:17 | 24:43 | 24:43 | 26:32 | 42:35 | 42:35 | 17:52 | 13:14 |
 | Nyx Assassin | 2 | 13.33% | 25.0 | 50.00% | -19.23% | +50.00% | 0.00% | 0.00% | 31:40 | 31:15 | 31:15 | 32:04 | 32:04 | 32:04 | 00:49 | 00:36 |
 | Ursa | 2 | 9.09% | 23.6 | 50.00% | +5.00% | +50.00% | 0.00% | 0.00% | 29:57 | 29:15 | 29:15 | 30:38 | 30:38 | 30:38 | 01:23 | 01:01 |
 | Nature's Prophet | 3 | 18.75% | 22.2 | 33.33% | +2.56% | -33.33% | 0.00% | 0.00% | 34:50 | 27:55 | 27:55 | 29:00 | 47:35 | 47:35 | 19:40 | 14:34 |
 | Clockwerk | 4 | 11.76% | 20.8 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 42:51 | 31:46 | 31:46 | 34:31 | 35:20 | 1:09:47 | 03:34 | 02:38 |
 | Leshrac | 4 | 8.89% | 19.4 | 25.00% | -28.66% | -25.00% | -25.00% | 0.00% | 31:03 | 29:03 | 29:03 | 31:24 | 31:28 | 32:18 | 02:25 | 01:47 |
 | Monkey King | 4 | 7.27% | 18.1 | 25.00% | -29.90% | -25.00% | -25.00% | 0.00% | 28:29 | 20:16 | 20:16 | 28:20 | 30:40 | 34:39 | 10:24 | 07:42 |
 | Kunkka | 5 | 11.90% | 16.7 | 20.00% | -23.24% | -20.00% | -20.00% | 0.00% | 36:56 | 29:21 | 29:21 | 36:22 | 39:59 | 43:52 | 10:38 | 07:52 |
 | Medusa | 5 | 6.85% | 15.3 | 20.00% | -30.00% | +80.00% | -20.00% | 0.00% | 47:29 | 33:54 | 33:54 | 47:42 | 54:20 | 57:34 | 20:26 | 15:08 |
 | Broodmother | 3 | 50.00% | 13.9 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 23:28 | 18:44 | 18:44 | 23:23 | 28:17 | 28:17 | 09:33 | 07:04 |
 | Outworld Destroyer | 1 | 50.00% | 12.5 | 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 |
 | Luna | 1 | 3.85% | 11.1 | 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 |
 | Phantom Lancer | 1 | 5.56% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:37 | 59:37 | 59:37 | 59:37 | 59:37 | 59:37 | 00:00 | 00:00 |
 | Lone Druid | 2 | 16.67% | 8.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 47:01 | 40:15 | 40:15 | 53:46 | 53:46 | 53:46 | 13:31 | 10:00 |
 | Skywrath Mage | 2 | 5.88% | 6.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 34:27 | 33:10 | 33:10 | 35:43 | 35:43 | 35:43 | 02:33 | 01:53 |
 | Zeus | 1 | 25.00% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 00:00 | 00:00 |
 | Tiny | 1 | 0.84% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:29 | 50:29 | 50:29 | 50:29 | 50:29 | 50:29 | 00:00 | 00:00 |
 | Io | 1 | 1.52% | 2.8 | 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 |
 | Disruptor | 3 | 25.00% | 1.4 | 0.00% | -22.22% | 0.00% | 0.00% | 0.00% | 36:22 | 31:49 | 31:49 | 37:32 | 39:46 | 39:46 | 07:57 | 05:53 |