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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 | 615 | 14.96% | 77.8 | 54.96% | +9.78% | -4.31% | +1.53% | 0.46% | 27:44 | 11:16 | 20:41 | 26:57 | 33:16 | 1:02:03 | 09:19 |
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 | |
 | Techies | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 23:43 | 22:27 | 22:27 | 24:59 | 24:59 | 24:59 | 02:32 | 01:52 |
 | Slardar | 4 | 12.50% | 98.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 34:27 | 26:28 | 26:28 | 31:43 | 37:58 | 41:37 | 11:30 | 08:31 |
 | Beastmaster | 36 | 70.59% | 97.4 | 63.89% | +23.89% | +36.11% | -19.45% | -45.05% | 14:21 | 11:37 | 12:59 | 13:39 | 14:13 | 34:55 | 01:14 | 00:54 |
 | Bristleback | 18 | 43.90% | 96.1 | 66.67% | +18.84% | -26.67% | -41.67% | -1.82% | 27:59 | 17:59 | 23:21 | 28:14 | 31:35 | 35:11 | 08:14 | 06:05 |
 | Ember Spirit | 22 | 55.00% | 94.8 | 63.64% | +19.20% | -13.64% | -23.64% | -1.03% | 31:04 | 22:29 | 25:08 | 31:12 | 34:48 | 43:50 | 09:40 | 07:09 |
 | Razor | 3 | 12.50% | 93.5 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 32:39 | 27:14 | 27:14 | 27:21 | 43:21 | 43:21 | 16:07 | 11:56 |
 | Shadow Demon | 10 | 31.25% | 92.2 | 70.00% | +24.55% | -3.33% | +30.00% | 4.17% | 32:18 | 20:28 | 26:43 | 29:14 | 34:42 | 60:37 | 07:59 | 05:54 |
 | Invoker | 16 | 44.44% | 90.9 | 62.50% | +22.50% | -12.50% | -12.50% | 0.00% | 28:06 | 19:34 | 23:24 | 27:19 | 30:11 | 41:16 | 06:47 | 05:01 |
 | Juggernaut | 27 | 42.19% | 89.6 | 59.26% | +7.91% | +12.17% | +12.17% | 0.00% | 28:57 | 21:11 | 24:49 | 27:35 | 32:54 | 41:41 | 08:05 | 05:59 |
 | Templar Assassin | 3 | 8.82% | 88.3 | 100.00% | +51.61% | 0.00% | 0.00% | 0.00% | 26:24 | 20:58 | 20:58 | 27:07 | 31:07 | 31:07 | 10:09 | 07:31 |
 | Nyx Assassin | 13 | 16.67% | 87.0 | 69.23% | +6.15% | +30.77% | +30.77% | 0.00% | 33:05 | 24:16 | 27:36 | 30:23 | 36:44 | 52:11 | 09:08 | 06:45 |
 | Puck | 45 | 43.27% | 85.7 | 55.56% | +8.10% | +17.17% | -10.11% | -3.49% | 31:17 | 20:30 | 27:03 | 31:37 | 34:52 | 41:44 | 07:49 | 05:47 |
 | Dark Seer | 24 | 64.86% | 84.4 | 54.17% | +15.71% | -4.17% | -4.17% | 0.00% | 19:12 | 14:59 | 16:20 | 17:13 | 19:27 | 40:57 | 03:07 | 02:18 |
 | Void Spirit | 42 | 67.74% | 83.1 | 52.38% | +32.38% | +11.26% | -22.38% | -6.25% | 24:12 | 17:41 | 21:31 | 23:28 | 26:54 | 34:34 | 05:23 | 03:59 |
 | Centaur Warrunner | 34 | 24.11% | 81.8 | 58.82% | +13.03% | +18.96% | -8.82% | -3.98% | 34:22 | 20:41 | 30:44 | 32:13 | 37:43 | 50:48 | 06:59 | 05:10 |
 | Elder Titan | 12 | 18.46% | 80.5 | 66.67% | +10.07% | 0.00% | +33.33% | 2.59% | 27:05 | 16:07 | 18:48 | 27:20 | 31:41 | 44:48 | 12:53 | 09:32 |
 | Disruptor | 4 | 26.67% | 79.2 | 75.00% | +20.45% | +25.00% | +25.00% | 0.00% | 34:57 | 24:13 | 24:13 | 30:19 | 37:13 | 48:04 | 13:00 | 09:37 |
 | Terrorblade | 4 | 22.22% | 77.9 | 75.00% | +39.29% | +25.00% | +25.00% | 0.00% | 37:49 | 30:31 | 30:31 | 33:25 | 40:48 | 46:33 | 10:17 | 07:37 |
 | Lina | 9 | 18.00% | 76.6 | 66.67% | +15.45% | +33.33% | -66.67% | -17.60% | 34:52 | 25:59 | 31:01 | 34:09 | 36:42 | 45:41 | 05:41 | 04:12 |
 | Alchemist | 3 | 42.86% | 75.3 | 66.67% | +16.67% | -66.67% | 0.00% | 4.71% | 17:12 | 11:16 | 11:16 | 14:55 | 25:25 | 25:25 | 14:09 | 10:28 |
 | Storm Spirit | 18 | 30.00% | 74.0 | 55.56% | +19.85% | -15.56% | -30.56% | -1.99% | 31:56 | 22:43 | 27:23 | 30:34 | 34:56 | 43:46 | 07:33 | 05:35 |
 | Earth Spirit | 5 | 9.26% | 72.7 | 80.00% | +39.18% | +20.00% | +20.00% | 0.00% | 33:33 | 24:13 | 24:13 | 35:45 | 36:06 | 37:58 | 11:53 | 08:48 |
 | Brewmaster | 3 | 37.50% | 71.4 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 21:21 | 19:31 | 19:31 | 21:30 | 23:02 | 23:02 | 03:31 | 02:36 |
 | Medusa | 36 | 66.67% | 70.1 | 44.44% | -16.67% | 0.00% | -22.22% | -10.75% | 20:50 | 17:03 | 19:36 | 20:32 | 21:40 | 25:36 | 02:04 | 01:31 |
 | Tusk | 5 | 7.35% | 68.8 | 80.00% | +32.38% | +20.00% | +20.00% | 0.00% | 38:41 | 30:29 | 30:29 | 39:35 | 41:44 | 45:05 | 11:15 | 08:20 |
 | Bloodseeker | 2 | 8.00% | 67.5 | 100.00% | +69.57% | 0.00% | 0.00% | 0.00% | 28:26 | 26:47 | 26:47 | 30:05 | 30:05 | 30:05 | 03:18 | 02:26 |
 | Huskar | 2 | 66.67% | 66.2 | 50.00% | -50.00% | -50.00% | 0.00% | 25.42% | 27:56 | 26:57 | 26:57 | 28:55 | 28:55 | 28:55 | 01:58 | 01:27 |
 | Troll Warlord | 4 | 9.09% | 64.9 | 75.00% | +22.50% | +25.00% | -75.00% | 0.00% | 29:20 | 15:54 | 15:54 | 22:55 | 27:19 | 51:10 | 11:25 | 08:27 |
 | Io | 13 | 37.14% | 63.6 | 46.15% | -8.40% | -46.15% | -12.82% | 18.18% | 16:36 | 13:19 | 15:15 | 16:12 | 17:05 | 21:07 | 01:50 | 01:21 |
 | Luna | 4 | 8.16% | 62.3 | 75.00% | +32.78% | +25.00% | +25.00% | 0.00% | 31:11 | 20:34 | 20:34 | 27:56 | 28:35 | 47:37 | 08:01 | 05:56 |
 | Tidehunter | 4 | 7.69% | 61.0 | 75.00% | +22.92% | +25.00% | +25.00% | 0.00% | 36:04 | 34:45 | 34:45 | 35:40 | 36:02 | 37:47 | 01:17 | 00:57 |
 | Grimstroke | 14 | 14.74% | 59.7 | 50.00% | +6.79% | 0.00% | -16.67% | -0.72% | 35:17 | 23:36 | 24:42 | 29:36 | 47:49 | 55:29 | 23:07 | 17:07 |
 | Morphling | 10 | 20.83% | 58.4 | 50.00% | -5.26% | +16.67% | 0.00% | 0.00% | 25:32 | 17:20 | 20:48 | 21:50 | 27:42 | 51:39 | 06:54 | 05:06 |
 | Timbersaw | 2 | 3.33% | 57.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 35:35 | 31:39 | 31:39 | 39:31 | 39:31 | 39:31 | 07:52 | 05:49 |
 | Clockwerk | 11 | 25.00% | 55.8 | 45.45% | -3.03% | +21.22% | -12.12% | -3.72% | 33:26 | 22:10 | 27:31 | 31:31 | 36:29 | 48:41 | 08:58 | 06:38 |
 | Dragon Knight | 8 | 18.18% | 54.5 | 50.00% | +11.11% | 0.00% | 0.00% | 0.00% | 37:59 | 24:41 | 29:50 | 33:15 | 43:34 | 53:16 | 13:44 | 10:10 |
 | Outworld Destroyer | 2 | 50.00% | 53.2 | 50.00% | +50.00% | -50.00% | 0.00% | 50.00% | 18:05 | 17:56 | 17:56 | 18:13 | 18:13 | 18:13 | 00:17 | 00:12 |
 | Monkey King | 4 | 30.77% | 51.9 | 50.00% | +16.67% | +50.00% | -50.00% | -17.70% | 22:14 | 18:33 | 18:33 | 19:12 | 24:12 | 26:57 | 05:39 | 04:11 |
 | Broodmother | 10 | 35.71% | 50.6 | 40.00% | -4.44% | +26.67% | +10.00% | -2.06% | 24:33 | 14:06 | 19:47 | 20:22 | 27:52 | 46:43 | 08:05 | 05:59 |
 | Dazzle | 1 | 9.09% | 49.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Gyrocopter | 26 | 53.06% | 48.1 | 30.77% | -21.40% | +54.94% | -14.10% | -13.36% | 17:42 | 11:54 | 14:08 | 17:13 | 19:18 | 29:36 | 05:10 | 03:49 |
 | Hoodwink | 7 | 28.00% | 46.8 | 42.86% | -7.14% | -42.86% | +57.14% | 7.08% | 33:21 | 22:14 | 25:28 | 27:50 | 39:36 | 52:03 | 14:08 | 10:28 |
 | Snapfire | 17 | 11.64% | 45.5 | 41.18% | -11.53% | +33.82% | +8.82% | -2.27% | 30:09 | 13:57 | 22:33 | 31:08 | 33:33 | 47:53 | 11:00 | 08:08 |
 | Spectre | 3 | 8.33% | 44.2 | 66.67% | +24.25% | +33.33% | 0.00% | 0.00% | 36:10 | 30:13 | 30:13 | 38:17 | 39:59 | 39:59 | 09:46 | 07:14 |
 | Slark | 1 | 6.67% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 24:14 | 00:00 | 00:00 |
 | Windranger | 1 | 5.88% | 41.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Warlock | 3 | 5.08% | 40.3 | 66.67% | +7.74% | +33.33% | 0.00% | 0.00% | 35:42 | 31:08 | 31:08 | 37:58 | 38:01 | 38:01 | 06:53 | 05:05 |
 | Necrophos | 1 | 4.76% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Abaddon | 3 | 4.55% | 37.7 | 66.67% | +17.46% | +33.33% | 0.00% | 0.00% | 47:17 | 40:05 | 40:05 | 47:29 | 54:17 | 54:17 | 14:12 | 10:31 |
 | Pangolier | 4 | 13.33% | 36.4 | 50.00% | +11.54% | -50.00% | +50.00% | 0.00% | 23:15 | 21:20 | 21:20 | 21:55 | 24:12 | 25:31 | 02:52 | 02:07 |
 | Winter Wyvern | 1 | 4.17% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 50:05 | 00:00 | 00:00 |
 | Sven | 1 | 3.23% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 |
 | Phantom Assassin | 1 | 2.78% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Viper | 5 | 16.13% | 31.2 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 28:01 | 17:22 | 17:22 | 27:16 | 30:41 | 37:36 | 13:19 | 09:51 |
 | Kunkka | 2 | 20.00% | 29.9 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 31:19 | 25:00 | 25:00 | 37:38 | 37:38 | 37:38 | 12:38 | 09:21 |
 | Axe | 1 | 2.27% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 34:34 | 00:00 | 00:00 |
 | Tiny | 7 | 5.11% | 27.3 | 42.86% | -4.83% | +7.14% | +57.14% | 10.68% | 33:04 | 26:55 | 29:34 | 33:28 | 34:15 | 37:43 | 04:41 | 03:28 |
 | Anti-Mage | 2 | 14.29% | 26.0 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 44:42 | 27:20 | 27:20 | 1:02:03 | 1:02:03 | 1:02:03 | 34:43 | 25:42 |
 | Wraith King | 1 | 1.30% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:15 | 60:15 | 60:15 | 60:15 | 60:15 | 60:15 | 00:00 | 00:00 |
 | Queen of Pain | 2 | 13.33% | 23.4 | 50.00% | -3.85% | +50.00% | 0.00% | 0.00% | 29:44 | 17:14 | 17:14 | 42:14 | 42:14 | 42:14 | 25:00 | 18:31 |
 | Phoenix | 6 | 8.96% | 22.1 | 33.33% | -6.01% | -33.33% | -33.33% | 0.00% | 31:15 | 19:24 | 24:36 | 28:23 | 38:27 | 46:21 | 13:51 | 10:15 |
 | Nature's Prophet | 2 | 6.90% | 20.8 | 50.00% | +1.85% | +50.00% | 0.00% | 0.00% | 19:54 | 19:12 | 19:12 | 20:35 | 20:35 | 20:35 | 01:23 | 01:01 |
 | Sand King | 3 | 8.11% | 19.5 | 33.33% | -10.79% | -33.33% | 0.00% | 0.00% | 37:01 | 31:38 | 31:38 | 35:41 | 43:43 | 43:43 | 12:05 | 08:57 |
 | Faceless Void | 3 | 5.08% | 18.2 | 33.33% | -27.38% | +66.67% | 0.00% | 0.00% | 31:36 | 25:42 | 25:42 | 25:51 | 43:15 | 43:15 | 17:33 | 13:00 |
 | Mirana | 3 | 4.92% | 16.9 | 33.33% | -18.39% | -33.33% | 0.00% | 0.00% | 32:37 | 23:52 | 23:52 | 28:39 | 45:21 | 45:21 | 21:29 | 15:54 |
 | Witch Doctor | 1 | 4.00% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 50:40 | 00:00 | 00:00 |
 | Tinker | 3 | 100.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:37 | 20:38 | 20:38 | 22:06 | 25:06 | 25:06 | 04:28 | 03:18 |
 | Leshrac | 1 | 1.35% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:39 | 50:39 | 50:39 | 50:39 | 50:39 | 50:39 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.04% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 30:59 | 00:00 | 00:00 |
 | Lycan | 1 | 14.29% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 36:33 | 00:00 | 00:00 |
 | Night Stalker | 1 | 16.67% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Doom | 1 | 2.04% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 13:21 | 00:00 | 00:00 |
 | Ursa | 1 | 2.22% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.23% | 5.2 | 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 |
 | Rubick | 6 | 19.35% | 3.9 | 0.00% | -32.00% | 0.00% | 0.00% | 0.00% | 24:10 | 11:32 | 13:35 | 19:02 | 30:02 | 49:07 | 16:27 | 12:11 |
 | Skywrath Mage | 1 | 4.76% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 25:28 | 00:00 | 00:00 |
 | Zeus | 2 | 66.67% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:11 | 18:02 | 18:02 | 24:19 | 24:19 | 24:19 | 06:17 | 04:39 |