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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 | 736 | 14.18% | 88.4 | 58.70% | +13.69% | +3.26% | -3.81% | -0.74% | 30:38 | 12:59 | 25:12 | 30:10 | 34:44 | 1:09:47 | 07:03 |
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 | 3 | 33.33% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 37:17 | 32:17 | 32:17 | 37:41 | 41:53 | 41:53 | 09:36 | 07:06 |
 | Alchemist | 2 | 40.00% | 98.8 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 28:58 | 27:04 | 27:04 | 30:51 | 30:51 | 30:51 | 03:47 | 02:48 |
 | Vengeful Spirit | 10 | 58.82% | 97.5 | 80.00% | +37.14% | +20.00% | +20.00% | 0.00% | 25:35 | 15:42 | 16:50 | 24:31 | 30:30 | 39:58 | 13:40 | 10:07 |
 | Dark Seer | 6 | 54.55% | 96.3 | 83.33% | +63.33% | -33.33% | +16.67% | 2.70% | 25:37 | 15:13 | 16:13 | 18:00 | 34:43 | 36:51 | 18:30 | 13:42 |
 | Naga Siren | 8 | 80.00% | 95.1 | 75.00% | +25.00% | +25.00% | -25.00% | -4.78% | 26:54 | 18:45 | 19:18 | 25:51 | 29:45 | 35:29 | 10:27 | 07:44 |
 | Bounty Hunter | 1 | 50.00% | 93.8 | 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 |
 | Dragon Knight | 53 | 34.42% | 92.6 | 73.58% | +40.91% | +18.73% | -27.43% | -7.59% | 33:29 | 25:16 | 30:34 | 33:07 | 36:39 | 42:50 | 06:05 | 04:30 |
 | Invoker | 10 | 20.41% | 91.4 | 80.00% | +44.10% | +20.00% | +20.00% | 0.00% | 33:59 | 24:20 | 27:02 | 33:15 | 34:57 | 52:26 | 07:55 | 05:51 |
 | Huskar | 14 | 66.67% | 90.1 | 64.29% | +35.72% | +10.71% | +35.71% | 2.69% | 28:06 | 20:54 | 23:16 | 26:43 | 32:34 | 35:53 | 09:18 | 06:53 |
 | Shadow Demon | 18 | 24.00% | 88.9 | 72.22% | +23.10% | -12.22% | +2.78% | 2.03% | 33:38 | 22:44 | 29:29 | 31:32 | 36:52 | 53:38 | 07:23 | 05:28 |
 | Mirana | 8 | 8.99% | 87.7 | 87.50% | +36.88% | +12.50% | -37.50% | -4.40% | 25:39 | 16:51 | 18:09 | 23:52 | 29:31 | 38:11 | 11:22 | 08:25 |
 | Storm Spirit | 63 | 44.68% | 86.4 | 61.90% | +11.90% | +0.60% | -11.90% | -2.12% | 32:55 | 22:22 | 30:00 | 32:19 | 35:54 | 44:13 | 05:54 | 04:22 |
 | Pangolier | 19 | 14.07% | 85.2 | 73.68% | +22.82% | +26.32% | -33.68% | -8.45% | 30:57 | 20:48 | 25:06 | 28:53 | 32:12 | 57:37 | 07:06 | 05:15 |
 | Hoodwink | 23 | 20.54% | 84.0 | 69.57% | +25.75% | -2.90% | -2.90% | 0.00% | 31:13 | 24:10 | 27:13 | 31:34 | 33:23 | 43:04 | 06:10 | 04:34 |
 | Weaver | 30 | 36.59% | 82.7 | 63.33% | +17.18% | -0.83% | -20.47% | -3.85% | 31:57 | 23:09 | 28:53 | 30:00 | 33:59 | 49:47 | 05:06 | 03:46 |
 | Razor | 9 | 15.79% | 81.5 | 77.78% | +34.03% | -27.78% | +22.22% | 0.00% | 36:14 | 26:28 | 29:50 | 35:15 | 41:45 | 45:45 | 11:55 | 08:49 |
 | Brewmaster | 32 | 94.12% | 80.2 | 53.13% | +53.13% | +21.87% | -15.63% | -5.53% | 21:49 | 15:48 | 17:51 | 19:45 | 24:38 | 39:05 | 06:47 | 05:01 |
 | Anti-Mage | 5 | 20.83% | 79.0 | 80.00% | +37.89% | +20.00% | -80.00% | 0.00% | 30:11 | 22:38 | 22:38 | 25:17 | 28:14 | 50:49 | 05:36 | 04:08 |
 | Void Spirit | 48 | 90.57% | 77.8 | 52.08% | +32.08% | +14.59% | -18.75% | -5.95% | 23:43 | 16:07 | 20:44 | 23:47 | 26:20 | 34:35 | 05:36 | 04:08 |
 | Spectre | 12 | 92.31% | 76.5 | 50.00% | +50.00% | +16.67% | -16.67% | -6.97% | 27:17 | 22:13 | 24:34 | 26:37 | 29:21 | 33:18 | 04:47 | 03:32 |
 | Ember Spirit | 48 | 42.11% | 75.3 | 54.17% | +10.23% | +12.50% | -20.84% | -5.09% | 32:10 | 23:33 | 28:32 | 31:25 | 35:05 | 46:22 | 06:33 | 04:51 |
 | Visage | 12 | 46.15% | 74.1 | 58.33% | -5.96% | -25.00% | +8.34% | 3.16% | 25:27 | 16:22 | 20:15 | 24:27 | 30:48 | 33:39 | 10:33 | 07:48 |
 | Venomancer | 7 | 58.33% | 72.8 | 57.14% | +37.14% | +42.86% | -7.14% | -3.70% | 32:47 | 22:10 | 22:56 | 34:33 | 36:27 | 47:38 | 13:31 | 10:00 |
 | Lycan | 3 | 42.86% | 71.6 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 32:32 | 30:46 | 30:46 | 31:41 | 35:09 | 35:09 | 04:23 | 03:14 |
 | Monkey King | 17 | 19.77% | 70.4 | 58.82% | +5.20% | +16.18% | -33.82% | -11.49% | 26:27 | 18:41 | 24:31 | 25:56 | 28:52 | 34:39 | 04:21 | 03:13 |
 | Keeper of the Light | 14 | 9.86% | 69.1 | 64.29% | +13.51% | -14.29% | +2.38% | 1.34% | 30:54 | 15:26 | 22:58 | 32:10 | 35:24 | 46:14 | 12:26 | 09:12 |
 | Phantom Assassin | 8 | 22.86% | 67.9 | 62.50% | +25.46% | -12.50% | +37.50% | 0.00% | 33:08 | 26:11 | 26:39 | 31:28 | 36:33 | 42:35 | 09:54 | 07:20 |
 | Earth Spirit | 8 | 22.22% | 66.7 | 62.50% | +16.07% | -12.50% | -12.50% | 0.00% | 32:04 | 24:20 | 28:27 | 32:00 | 36:30 | 37:05 | 08:03 | 05:57 |
 | Gyrocopter | 29 | 60.42% | 65.4 | 44.83% | +18.51% | +26.60% | -30.54% | -12.03% | 22:15 | 12:59 | 20:16 | 22:49 | 25:01 | 28:59 | 04:45 | 03:31 |
 | Juggernaut | 2 | 8.00% | 64.2 | 100.00% | +60.87% | 0.00% | 0.00% | 0.00% | 32:28 | 30:22 | 30:22 | 34:34 | 34:34 | 34:34 | 04:12 | 03:06 |
 | Tidehunter | 26 | 48.15% | 63.0 | 46.15% | +17.58% | -3.29% | -29.48% | -4.24% | 25:05 | 16:07 | 22:03 | 24:56 | 28:14 | 36:01 | 06:11 | 04:34 |
 | Templar Assassin | 9 | 7.69% | 61.7 | 66.67% | +15.74% | -16.67% | +33.33% | 0.00% | 32:54 | 22:20 | 24:29 | 29:40 | 33:14 | 50:58 | 08:45 | 06:28 |
 | Witch Doctor | 1 | 20.00% | 60.5 | 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 |
 | Snapfire | 12 | 13.79% | 59.3 | 58.33% | +14.33% | -25.00% | +8.34% | 2.89% | 31:48 | 22:24 | 24:06 | 31:33 | 35:37 | 43:36 | 11:31 | 08:31 |
 | Batrider | 2 | 6.06% | 58.0 | 100.00% | +48.39% | 0.00% | 0.00% | 0.00% | 46:52 | 43:20 | 43:20 | 50:24 | 50:24 | 50:24 | 07:04 | 05:14 |
 | Sand King | 5 | 3.33% | 56.8 | 80.00% | +28.28% | +20.00% | -80.00% | 0.00% | 39:14 | 26:29 | 26:29 | 38:50 | 44:26 | 49:56 | 17:57 | 13:17 |
 | Queen of Pain | 2 | 5.13% | 55.6 | 100.00% | +48.65% | 0.00% | 0.00% | 0.00% | 57:23 | 49:53 | 49:53 | 1:04:52 | 1:04:52 | 1:04:52 | 14:59 | 11:05 |
 | Dawnbreaker | 1 | 16.67% | 54.3 | 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 |
 | Grimstroke | 18 | 14.06% | 53.1 | 50.00% | +10.00% | +30.00% | 0.00% | -3.18% | 32:05 | 24:36 | 26:58 | 30:37 | 36:24 | 43:36 | 09:26 | 06:59 |
 | Bristleback | 12 | 100.00% | 51.9 | 33.33% | +33.33% | +33.34% | -33.33% | -17.94% | 17:55 | 14:06 | 15:50 | 16:48 | 19:33 | 24:41 | 03:43 | 02:45 |
 | Treant Protector | 2 | 4.17% | 50.6 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 53:18 | 50:43 | 50:43 | 55:52 | 55:52 | 55:52 | 05:09 | 03:48 |
 | Rubick | 7 | 16.28% | 49.4 | 57.14% | +7.14% | +42.86% | -57.14% | -7.97% | 43:33 | 31:46 | 32:36 | 44:48 | 45:09 | 1:01:21 | 12:33 | 09:17 |
 | Tusk | 10 | 20.83% | 48.1 | 50.00% | +13.16% | -16.67% | 0.00% | 3.70% | 32:24 | 24:08 | 30:31 | 32:04 | 35:01 | 37:32 | 04:30 | 03:20 |
 | Abaddon | 4 | 6.06% | 46.9 | 75.00% | +20.16% | -75.00% | +25.00% | 0.00% | 34:19 | 28:12 | 28:12 | 32:09 | 36:43 | 40:10 | 08:31 | 06:18 |
 | Centaur Warrunner | 3 | 18.75% | 45.7 | 66.67% | +35.90% | +33.33% | 0.00% | 0.00% | 42:11 | 32:49 | 32:49 | 43:19 | 50:25 | 50:25 | 17:36 | 13:02 |
 | Jakiro | 3 | 11.54% | 44.4 | 66.67% | +23.19% | +33.33% | 0.00% | -0.84% | 35:21 | 16:28 | 16:28 | 33:18 | 56:16 | 56:16 | 39:48 | 29:28 |
 | Puck | 5 | 8.47% | 43.2 | 60.00% | +15.56% | +40.00% | +40.00% | 0.00% | 34:46 | 27:47 | 27:47 | 32:35 | 34:59 | 48:14 | 07:12 | 05:20 |
 | Troll Warlord | 1 | 6.25% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 00:00 | 00:00 |
 | Techies | 1 | 5.56% | 40.7 | 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 |
 | Legion Commander | 1 | 5.56% | 39.5 | 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 |
 | Timbersaw | 7 | 13.46% | 38.3 | 42.86% | -28.25% | +7.14% | +7.14% | 0.00% | 30:23 | 25:18 | 25:38 | 29:34 | 31:45 | 36:50 | 06:07 | 04:31 |
 | Nature's Prophet | 4 | 11.76% | 37.0 | 50.00% | +6.67% | +50.00% | +50.00% | 0.00% | 32:44 | 26:26 | 26:26 | 27:55 | 29:00 | 47:35 | 02:34 | 01:54 |
 | Chaos Knight | 3 | 2.73% | 35.8 | 66.67% | +11.53% | -66.67% | 0.00% | 0.00% | 30:16 | 27:29 | 27:29 | 29:31 | 33:48 | 33:48 | 06:19 | 04:40 |
 | Undying | 1 | 2.86% | 34.6 | 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 |
 | Faceless Void | 1 | 2.70% | 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 |
 | Terrorblade | 4 | 7.14% | 32.1 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 46:59 | 35:21 | 35:21 | 42:50 | 49:27 | 60:19 | 14:06 | 10:26 |
 | Kunkka | 9 | 13.85% | 30.9 | 33.33% | -18.46% | +16.67% | -33.33% | -9.26% | 35:03 | 29:21 | 30:58 | 33:55 | 36:22 | 43:52 | 05:24 | 04:00 |
 | Bane | 7 | 4.29% | 29.6 | 42.86% | -11.63% | +7.14% | -42.86% | -4.55% | 39:44 | 28:21 | 31:20 | 40:46 | 42:19 | 49:09 | 10:59 | 08:08 |
 | Chen | 2 | 14.29% | 28.4 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 33:50 | 30:36 | 30:36 | 37:03 | 37:03 | 37:03 | 06:27 | 04:46 |
 | Mars | 1 | 0.53% | 27.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Medusa | 6 | 7.23% | 25.9 | 33.33% | -17.32% | +66.67% | -33.33% | 0.00% | 44:50 | 31:34 | 33:54 | 43:56 | 54:20 | 57:34 | 20:26 | 15:08 |
 | Ursa | 2 | 6.67% | 24.7 | 50.00% | +10.71% | +50.00% | 0.00% | 0.00% | 29:57 | 29:15 | 29:15 | 30:38 | 30:38 | 30:38 | 01:23 | 01:01 |
 | Beastmaster | 2 | 5.56% | 23.5 | 50.00% | -17.65% | -50.00% | 0.00% | 0.00% | 41:22 | 20:54 | 20:54 | 1:01:49 | 1:01:49 | 1:01:49 | 40:55 | 30:18 |
 | Viper | 2 | 4.55% | 22.2 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 42:39 | 38:45 | 38:45 | 46:33 | 46:33 | 46:33 | 07:48 | 05:46 |
 | Doom | 2 | 4.08% | 21.0 | 50.00% | -7.45% | -50.00% | 0.00% | 0.00% | 31:39 | 26:42 | 26:42 | 36:36 | 36:36 | 36:36 | 09:54 | 07:20 |
 | Nyx Assassin | 3 | 13.04% | 19.8 | 33.33% | -31.67% | +66.67% | 0.00% | 0.00% | 32:30 | 31:15 | 31:15 | 32:04 | 34:12 | 34:12 | 02:57 | 02:11 |
 | Winter Wyvern | 4 | 20.00% | 18.5 | 25.00% | -18.75% | -25.00% | -25.00% | 0.00% | 37:42 | 24:43 | 24:43 | 26:32 | 42:35 | 56:58 | 17:52 | 13:14 |
 | Clockwerk | 4 | 9.52% | 17.3 | 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 | 6.78% | 16.0 | 25.00% | -24.09% | -25.00% | -25.00% | 0.00% | 31:03 | 29:03 | 29:03 | 31:24 | 31:28 | 32:18 | 02:25 | 01:47 |
 | Broodmother | 4 | 57.14% | 14.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 23:11 | 18:44 | 18:44 | 22:18 | 23:23 | 28:17 | 04:39 | 03:26 |
 | Outworld Destroyer | 1 | 50.00% | 13.6 | 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 |
 | Lone Druid | 2 | 13.33% | 12.3 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 47:01 | 40:15 | 40:15 | 53:46 | 53:46 | 53:46 | 13:31 | 10:00 |
 | Luna | 1 | 2.94% | 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 |
 | Disruptor | 3 | 18.75% | 9.9 | 0.00% | -23.08% | 0.00% | 0.00% | 0.00% | 36:22 | 31:49 | 31:49 | 37:32 | 39:46 | 39:46 | 07:57 | 05:53 |
 | Io | 1 | 1.01% | 8.6 | 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 |
 | Phantom Lancer | 1 | 5.00% | 7.4 | 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 |
 | Zeus | 1 | 25.00% | 6.2 | 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 | 0.65% | 4.9 | 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 |
 | Sven | 1 | 14.29% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 00:00 | 00:00 |
 | Morphling | 1 | 4.00% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 |
 | Skywrath Mage | 4 | 10.26% | 1.2 | 0.00% | -51.43% | 0.00% | 0.00% | 0.00% | 33:27 | 30:40 | 30:40 | 33:10 | 34:16 | 35:43 | 03:36 | 02:40 |