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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 | 1030 | 13.75% | 84.3 | 58.83% | +13.65% | +0.08% | -2.41% | -0.23% | 31:14 | 12:59 | 25:01 | 30:37 | 36:02 | 1:09:47 | 08:09 |
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 | |
 | Spectre | 3 | 50.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:16 | 27:21 | 27:21 | 28:39 | 28:49 | 28:49 | 01:28 | 01:05 |
 | Spirit Breaker | 8 | 66.67% | 98.8 | 87.50% | +62.50% | +12.50% | +12.50% | 0.00% | 27:33 | 16:41 | 18:29 | 21:53 | 32:17 | 41:53 | 13:48 | 10:13 |
 | Vengeful Spirit | 17 | 58.62% | 97.6 | 82.35% | +49.02% | +17.65% | +17.65% | 0.00% | 23:04 | 14:28 | 16:50 | 19:30 | 27:17 | 39:58 | 10:27 | 07:44 |
 | Naga Siren | 9 | 75.00% | 96.4 | 77.78% | +11.11% | +22.22% | +22.22% | 0.00% | 23:53 | 18:30 | 18:45 | 23:36 | 25:07 | 35:29 | 06:22 | 04:42 |
 | Shadow Demon | 27 | 21.95% | 95.2 | 81.48% | +31.48% | -10.05% | +18.52% | 2.16% | 37:16 | 22:44 | 29:31 | 35:45 | 42:46 | 1:06:50 | 13:15 | 09:48 |
 | Bounty Hunter | 2 | 33.33% | 94.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 18:09 | 16:29 | 16:29 | 19:48 | 19:48 | 19:48 | 03:19 | 02:27 |
 | Dragon Knight | 64 | 32.49% | 92.8 | 73.44% | +32.84% | +7.81% | -17.19% | -4.59% | 33:29 | 23:49 | 30:35 | 33:08 | 36:02 | 44:02 | 05:27 | 04:02 |
 | Brewmaster | 45 | 93.75% | 91.6 | 62.22% | -4.45% | +10.51% | +10.51% | 0.00% | 23:39 | 15:48 | 18:49 | 21:42 | 27:59 | 36:32 | 09:10 | 06:47 |
 | Huskar | 20 | 64.52% | 90.4 | 65.00% | +37.73% | +35.00% | +15.00% | -2.10% | 27:28 | 16:27 | 21:45 | 26:24 | 31:16 | 38:17 | 09:31 | 07:02 |
 | Timbersaw | 8 | 9.88% | 89.2 | 87.50% | +23.12% | +12.50% | +12.50% | 0.00% | 30:40 | 25:18 | 29:16 | 29:34 | 31:45 | 35:47 | 02:29 | 01:50 |
 | Lina | 5 | 5.95% | 88.0 | 100.00% | +54.43% | 0.00% | 0.00% | 0.00% | 34:28 | 28:56 | 28:56 | 34:02 | 36:21 | 39:34 | 07:25 | 05:29 |
 | Storm Spirit | 85 | 40.87% | 86.7 | 62.35% | +13.57% | +4.32% | -0.45% | -0.81% | 32:50 | 21:33 | 30:00 | 32:41 | 35:54 | 48:54 | 05:54 | 04:22 |
 | Ember Spirit | 76 | 41.30% | 85.5 | 60.53% | +19.79% | +13.15% | -18.42% | -4.50% | 32:11 | 21:19 | 28:04 | 31:27 | 35:05 | 49:58 | 07:01 | 05:11 |
 | Weaver | 40 | 32.00% | 84.3 | 62.50% | +16.62% | -12.50% | -2.50% | 1.50% | 32:51 | 22:40 | 28:59 | 31:04 | 35:38 | 49:47 | 06:39 | 04:55 |
 | Void Spirit | 65 | 85.53% | 83.1 | 55.38% | +37.20% | +7.12% | +0.87% | -1.23% | 24:07 | 15:28 | 21:15 | 23:31 | 26:20 | 36:44 | 05:05 | 03:45 |
 | Dawnbreaker | 7 | 35.00% | 81.9 | 71.43% | +32.97% | -21.43% | -21.43% | 0.00% | 32:44 | 26:42 | 26:51 | 32:44 | 34:31 | 39:31 | 07:40 | 05:40 |
 | Visage | 10 | 55.56% | 80.7 | 60.00% | +10.00% | -26.67% | -10.00% | 1.38% | 26:06 | 16:22 | 19:29 | 21:47 | 31:33 | 45:18 | 12:04 | 08:56 |
 | Hoodwink | 30 | 15.71% | 79.5 | 63.33% | +21.72% | -13.33% | +8.10% | 1.87% | 35:16 | 24:10 | 27:13 | 33:23 | 38:41 | 1:02:01 | 11:28 | 08:29 |
 | Keeper of the Light | 38 | 20.88% | 78.3 | 60.53% | +9.14% | -10.53% | +17.25% | 2.41% | 30:39 | 15:26 | 24:49 | 30:36 | 36:22 | 46:14 | 11:33 | 08:33 |
 | Razor | 11 | 12.94% | 77.1 | 72.73% | +21.38% | -39.40% | -6.06% | 4.57% | 36:58 | 26:28 | 33:57 | 35:58 | 41:15 | 45:45 | 07:18 | 05:24 |
 | Gyrocopter | 47 | 61.84% | 75.9 | 53.19% | +35.95% | +5.14% | -19.86% | -5.42% | 22:20 | 12:59 | 19:31 | 22:27 | 24:08 | 55:34 | 04:37 | 03:25 |
 | Jakiro | 7 | 20.59% | 74.7 | 71.43% | +15.87% | +28.57% | +28.57% | 0.00% | 34:29 | 16:28 | 23:27 | 34:02 | 34:45 | 56:16 | 11:18 | 08:22 |
 | Invoker | 14 | 19.44% | 73.5 | 64.29% | +24.63% | -14.29% | +35.71% | 5.37% | 32:32 | 24:20 | 25:22 | 27:31 | 34:41 | 52:26 | 09:19 | 06:54 |
 | Anti-Mage | 9 | 20.00% | 72.3 | 66.67% | +19.45% | +33.33% | -16.67% | 0.00% | 32:33 | 22:38 | 23:24 | 28:14 | 33:04 | 54:29 | 09:40 | 07:09 |
 | Witch Doctor | 1 | 25.00% | 71.1 | 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 |
 | Tusk | 20 | 22.73% | 69.9 | 55.00% | +13.82% | +5.00% | -15.00% | -1.52% | 29:53 | 17:31 | 21:50 | 31:02 | 35:01 | 47:44 | 13:11 | 09:45 |
 | Bristleback | 12 | 100.00% | 68.7 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | 18:41 | 14:46 | 15:50 | 16:48 | 18:01 | 28:55 | 02:11 | 01:37 |
 | Centaur Warrunner | 4 | 17.39% | 67.5 | 75.00% | +32.89% | +25.00% | -75.00% | 0.00% | 40:15 | 32:49 | 32:49 | 34:28 | 43:19 | 50:25 | 10:30 | 07:46 |
 | Wraith King | 3 | 3.80% | 66.3 | 100.00% | +53.95% | 0.00% | 0.00% | 0.00% | 42:33 | 35:26 | 35:26 | 40:40 | 51:32 | 51:32 | 16:06 | 11:55 |
 | Dark Seer | 10 | 52.63% | 65.1 | 50.00% | +27.78% | -16.67% | +50.00% | 4.05% | 23:11 | 15:13 | 16:16 | 18:00 | 32:43 | 36:51 | 16:27 | 12:11 |
 | Grimstroke | 36 | 19.78% | 63.9 | 50.00% | +8.90% | +16.67% | +5.56% | -1.35% | 32:34 | 21:48 | 28:53 | 31:32 | 37:07 | 46:13 | 08:14 | 06:05 |
 | Lycan | 3 | 33.33% | 62.7 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 27:08 | 23:03 | 23:03 | 27:35 | 30:46 | 30:46 | 07:43 | 05:42 |
 | Pangolier | 29 | 15.26% | 61.4 | 51.72% | +0.17% | +33.99% | -8.86% | -5.02% | 30:56 | 20:02 | 25:32 | 28:56 | 34:04 | 57:37 | 08:32 | 06:19 |
 | Phantom Assassin | 8 | 16.33% | 60.2 | 62.50% | +18.60% | -12.50% | +37.50% | 0.00% | 32:19 | 26:11 | 26:39 | 31:28 | 33:56 | 42:35 | 07:17 | 05:23 |
 | Mirana | 13 | 8.78% | 59.0 | 61.54% | +6.73% | +38.46% | -28.21% | -3.65% | 29:57 | 16:51 | 19:54 | 29:31 | 38:11 | 47:18 | 18:17 | 13:32 |
 | Rubick | 12 | 15.79% | 57.8 | 58.33% | +5.20% | -25.00% | +8.34% | 4.77% | 36:18 | 28:47 | 32:32 | 34:51 | 39:31 | 47:27 | 06:59 | 05:10 |
 | Abaddon | 5 | 5.56% | 56.6 | 80.00% | +14.12% | +20.00% | -80.00% | 0.00% | 36:04 | 25:55 | 25:55 | 35:37 | 40:10 | 46:29 | 14:15 | 10:33 |
 | Treant Protector | 2 | 4.88% | 55.4 | 100.00% | +51.28% | 0.00% | 0.00% | 0.00% | 53:18 | 50:43 | 50:43 | 55:52 | 55:52 | 55:52 | 05:09 | 03:48 |
 | Tidehunter | 33 | 44.59% | 54.2 | 39.39% | +12.56% | -14.39% | -14.39% | 0.00% | 24:51 | 16:07 | 19:51 | 24:20 | 28:33 | 36:01 | 08:42 | 06:26 |
 | Puck | 6 | 6.82% | 53.0 | 66.67% | +17.89% | -16.67% | +33.33% | 0.00% | 35:51 | 27:47 | 30:14 | 32:35 | 41:15 | 48:14 | 11:01 | 08:09 |
 | Templar Assassin | 11 | 7.59% | 51.8 | 54.55% | +4.55% | +12.12% | +12.12% | 0.00% | 34:28 | 22:20 | 26:37 | 30:31 | 33:14 | 53:23 | 06:37 | 04:54 |
 | Queen of Pain | 2 | 2.53% | 50.6 | 100.00% | +50.65% | 0.00% | 0.00% | 0.00% | 48:10 | 31:27 | 31:27 | 1:04:52 | 1:04:52 | 1:04:52 | 33:25 | 24:45 |
 | Earth Spirit | 8 | 12.50% | 49.4 | 50.00% | +1.79% | -50.00% | 0.00% | 6.82% | 33:03 | 24:20 | 29:10 | 32:04 | 36:30 | 37:05 | 07:20 | 05:25 |
 | Clockwerk | 8 | 12.50% | 48.2 | 50.00% | +8.93% | 0.00% | -50.00% | -4.52% | 42:47 | 31:46 | 33:07 | 35:20 | 44:11 | 1:09:47 | 11:04 | 08:11 |
 | Medusa | 10 | 6.62% | 47.0 | 50.00% | -6.03% | +50.00% | -50.00% | 0.00% | 44:25 | 24:29 | 38:03 | 47:15 | 49:41 | 57:34 | 11:38 | 08:37 |
 | Terrorblade | 11 | 11.22% | 45.8 | 45.45% | -3.98% | -12.12% | +21.22% | 0.00% | 46:33 | 35:21 | 39:11 | 42:50 | 49:32 | 1:05:06 | 10:21 | 07:40 |
 | Disruptor | 7 | 22.58% | 44.6 | 42.86% | +13.69% | +7.14% | +7.14% | 0.00% | 38:13 | 29:02 | 31:49 | 38:13 | 39:46 | 46:45 | 07:57 | 05:53 |
 | Nyx Assassin | 3 | 7.69% | 43.4 | 66.67% | +13.89% | +33.33% | 0.00% | 0.00% | 31:05 | 29:57 | 29:57 | 31:15 | 32:04 | 32:04 | 02:07 | 01:34 |
 | Juggernaut | 3 | 7.32% | 42.2 | 66.67% | +21.93% | +33.33% | 0.00% | 0.00% | 34:13 | 30:22 | 30:22 | 34:34 | 37:43 | 37:43 | 07:21 | 05:26 |
 | Skywrath Mage | 9 | 11.25% | 41.0 | 44.44% | -10.49% | +5.56% | +5.56% | 0.00% | 35:48 | 25:19 | 29:55 | 35:43 | 41:36 | 45:09 | 11:41 | 08:39 |
 | Venomancer | 5 | 33.33% | 39.8 | 40.00% | 0.00% | +60.00% | +60.00% | 0.00% | 36:24 | 22:56 | 22:56 | 42:26 | 45:40 | 47:38 | 22:44 | 16:50 |
 | Lion | 1 | 5.88% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |
 | Kunkka | 13 | 13.68% | 37.3 | 38.46% | +1.87% | -5.13% | -5.13% | 0.00% | 37:26 | 26:04 | 31:34 | 36:22 | 42:20 | 49:28 | 10:46 | 07:58 |
 | Necrophos | 3 | 4.48% | 36.1 | 66.67% | +13.54% | +33.33% | 0.00% | 0.00% | 27:33 | 22:09 | 22:09 | 26:35 | 33:54 | 33:54 | 11:45 | 08:42 |
 | Bane | 8 | 3.48% | 34.9 | 50.00% | -6.31% | 0.00% | -50.00% | 0.00% | 41:16 | 31:20 | 39:35 | 40:46 | 42:19 | 49:09 | 02:44 | 02:01 |
 | Techies | 1 | 4.17% | 33.7 | 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 |
 | Sand King | 5 | 1.78% | 32.5 | 60.00% | +8.19% | +40.00% | -60.00% | 0.00% | 42:40 | 26:29 | 26:29 | 44:26 | 44:53 | 58:44 | 18:24 | 13:37 |
 | Chaos Knight | 6 | 4.72% | 31.3 | 50.00% | +0.41% | 0.00% | -50.00% | 0.00% | 32:10 | 27:29 | 29:31 | 31:40 | 33:48 | 38:51 | 04:17 | 03:10 |
 | Omniknight | 1 | 3.45% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 59:41 | 00:00 | 00:00 |
 | Legion Commander | 1 | 3.33% | 28.9 | 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 |
 | Morphling | 1 | 2.17% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Snapfire | 18 | 16.51% | 26.5 | 27.78% | -2.99% | -7.78% | +22.22% | 2.85% | 31:41 | 14:53 | 25:53 | 32:12 | 36:25 | 45:42 | 10:32 | 07:48 |
 | Faceless Void | 1 | 1.89% | 25.3 | 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 |
 | Undying | 1 | 1.52% | 24.1 | 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 |
 | Chen | 2 | 15.38% | 22.9 | 50.00% | +4.55% | -50.00% | 0.00% | 0.00% | 33:50 | 30:36 | 30:36 | 37:03 | 37:03 | 37:03 | 06:27 | 04:46 |
 | Lone Druid | 3 | 17.65% | 21.7 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 42:16 | 32:46 | 32:46 | 40:15 | 53:46 | 53:46 | 21:00 | 15:33 |
 | Monkey King | 6 | 5.56% | 20.5 | 33.33% | -15.69% | +16.67% | -33.33% | 0.00% | 30:04 | 20:16 | 28:20 | 30:08 | 34:39 | 36:22 | 06:19 | 04:40 |
 | Winter Wyvern | 3 | 15.79% | 19.3 | 33.33% | -22.92% | -33.33% | 0.00% | 1.87% | 31:17 | 24:43 | 24:43 | 26:32 | 42:35 | 42:35 | 17:52 | 13:14 |
 | Ursa | 2 | 4.88% | 18.1 | 50.00% | +6.41% | +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 | 13.04% | 16.9 | 33.33% | +13.33% | -33.33% | 0.00% | 0.00% | 34:50 | 27:55 | 27:55 | 29:00 | 47:35 | 47:35 | 19:40 | 14:34 |
 | Leshrac | 8 | 9.52% | 15.7 | 25.00% | -31.58% | +25.00% | -25.00% | 0.00% | 29:59 | 22:25 | 24:08 | 30:28 | 31:28 | 38:37 | 07:20 | 05:25 |
 | Phantom Lancer | 3 | 7.69% | 14.5 | 33.33% | -25.00% | +66.67% | 0.00% | 0.00% | 55:49 | 44:28 | 44:28 | 59:37 | 1:03:23 | 1:03:23 | 18:55 | 14:00 |
 | Viper | 4 | 7.69% | 13.3 | 25.00% | -14.58% | -25.00% | +75.00% | 0.00% | 39:24 | 35:19 | 35:19 | 35:42 | 40:02 | 46:33 | 04:43 | 03:29 |
 | Phoenix | 1 | 1.96% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 52:16 | 00:00 | 00:00 |
 | Io | 1 | 0.70% | 10.8 | 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 |
 | Bloodseeker | 1 | 2.78% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 23:51 | 00:00 | 00:00 |
 | Tiny | 2 | 0.75% | 8.4 | 0.00% | -53.79% | 0.00% | 0.00% | 0.00% | 47:22 | 44:15 | 44:15 | 50:29 | 50:29 | 50:29 | 06:14 | 04:37 |
 | Night Stalker | 1 | 4.00% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 38:14 | 00:00 | 00:00 |
 | Zeus | 2 | 40.00% | 6.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 25:46 | 21:19 | 21:19 | 30:12 | 30:12 | 30:12 | 08:53 | 06:34 |
 | Luna | 1 | 1.92% | 4.8 | 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 |
 | Outworld Destroyer | 1 | 25.00% | 3.6 | 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 |
 | Lifestealer | 1 | 2.56% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 1:03:48 | 00:00 | 00:00 |
 | Broodmother | 4 | 50.00% | 1.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 23:13 | 18:44 | 18:44 | 22:27 | 23:23 | 28:17 | 04:39 | 03:26 |