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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 | |
 | Boots of Travel | 271 | 6.45% | 61.4 | 56.09% | +7.40% | -9.03% | +4.20% | 1.05% | 39:36 | 12:44 | 33:21 | 39:50 | 45:55 | 1:05:02 | 09:18 |
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 | |
 | Zeus | 4 | 40.00% | 100.0 | 75.00% | +25.00% | +25.00% | -75.00% | -17.24% | 26:11 | 21:29 | 21:29 | 26:34 | 27:17 | 29:24 | 05:48 | 04:17 |
 | Keeper of the Light | 6 | 12.50% | 98.3 | 83.33% | +23.81% | +16.67% | +16.67% | 0.00% | 33:48 | 20:48 | 24:18 | 25:33 | 45:06 | 58:27 | 20:48 | 15:24 |
 | Techies | 13 | 6.81% | 96.6 | 76.92% | +29.17% | -10.25% | -10.25% | 0.00% | 45:51 | 29:14 | 40:14 | 47:14 | 50:09 | 59:01 | 09:55 | 07:20 |
 | Timbersaw | 14 | 12.50% | 94.9 | 71.43% | +20.41% | -46.43% | -4.76% | 4.37% | 36:32 | 21:36 | 31:37 | 36:11 | 41:09 | 53:00 | 09:32 | 07:03 |
 | Invoker | 4 | 100.00% | 93.2 | 50.00% | +50.00% | +50.00% | -50.00% | -11.76% | 37:13 | 28:52 | 28:52 | 36:38 | 37:22 | 46:01 | 08:30 | 06:17 |
 | Naga Siren | 3 | 6.52% | 91.5 | 100.00% | +39.53% | 0.00% | 0.00% | 0.00% | 38:53 | 35:59 | 35:59 | 39:19 | 41:21 | 41:21 | 05:22 | 03:58 |
 | Puck | 9 | 20.93% | 89.8 | 66.67% | +25.49% | -66.67% | +33.33% | 8.61% | 36:58 | 21:05 | 30:07 | 38:50 | 41:44 | 48:29 | 11:37 | 08:36 |
 | Axe | 8 | 33.33% | 88.1 | 62.50% | +6.25% | +37.50% | -62.50% | -8.67% | 37:35 | 28:25 | 30:32 | 34:57 | 42:04 | 45:25 | 11:32 | 08:32 |
 | Venomancer | 3 | 5.77% | 86.4 | 100.00% | +63.27% | 0.00% | 0.00% | 0.00% | 41:44 | 26:50 | 26:50 | 43:50 | 54:31 | 54:31 | 27:41 | 20:30 |
 | Leshrac | 5 | 50.00% | 84.7 | 60.00% | +20.00% | -60.00% | +40.00% | 0.00% | 31:14 | 19:41 | 19:41 | 34:15 | 37:03 | 37:42 | 17:22 | 12:51 |
 | Arc Warden | 3 | 42.86% | 83.1 | 66.67% | -8.33% | +33.33% | 0.00% | -1.92% | 34:36 | 24:39 | 24:39 | 37:10 | 41:58 | 41:58 | 17:19 | 12:49 |
 | Lina | 6 | 75.00% | 81.4 | 50.00% | +50.00% | 0.00% | +50.00% | 4.44% | 35:26 | 27:45 | 28:34 | 37:43 | 39:50 | 40:19 | 11:16 | 08:20 |
 | Rubick | 8 | 6.67% | 79.7 | 75.00% | +31.25% | +25.00% | +25.00% | 0.00% | 48:05 | 27:18 | 37:40 | 45:58 | 57:35 | 1:01:50 | 19:55 | 14:45 |
 | Clinkz | 2 | 7.69% | 78.0 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 56:11 | 54:49 | 54:49 | 57:32 | 57:32 | 57:32 | 02:43 | 02:00 |
 | Ember Spirit | 9 | 8.74% | 76.3 | 66.67% | +17.73% | +33.33% | -16.67% | 0.00% | 31:03 | 14:40 | 19:40 | 32:01 | 36:40 | 40:14 | 17:00 | 12:35 |
 | Wraith King | 1 | 20.00% | 74.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Doom | 26 | 32.91% | 72.9 | 46.15% | +2.75% | -17.58% | +20.52% | 3.51% | 39:26 | 21:47 | 33:48 | 39:32 | 44:40 | 60:23 | 10:52 | 08:02 |
 | Tidehunter | 2 | 4.76% | 71.2 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:04 | 42:04 | 43:19 | 43:19 | 43:19 | 01:15 | 00:55 |
 | Elder Titan | 1 | 14.29% | 69.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 39:44 | 00:00 | 00:00 |
 | Pugna | 6 | 4.38% | 67.8 | 66.67% | +13.23% | +33.33% | +33.33% | 0.00% | 50:08 | 40:20 | 43:19 | 49:56 | 55:06 | 1:01:50 | 11:47 | 08:43 |
 | Batrider | 47 | 29.56% | 66.1 | 36.17% | -17.40% | -2.84% | -2.84% | 0.00% | 35:24 | 12:44 | 31:23 | 36:32 | 40:30 | 54:36 | 09:07 | 06:45 |
 | Windranger | 4 | 4.04% | 64.4 | 75.00% | +21.32% | +25.00% | +25.00% | 0.00% | 43:16 | 36:06 | 36:06 | 41:31 | 43:23 | 52:04 | 07:17 | 05:23 |
 | Storm Spirit | 2 | 1.85% | 62.7 | 100.00% | +50.94% | 0.00% | 0.00% | 0.00% | 42:08 | 34:09 | 34:09 | 50:07 | 50:07 | 50:07 | 15:58 | 11:49 |
 | Void Spirit | 7 | 5.47% | 61.0 | 57.14% | +7.55% | -57.14% | +42.86% | 18.75% | 46:03 | 40:28 | 41:58 | 45:32 | 47:18 | 53:20 | 05:20 | 03:57 |
 | Spirit Breaker | 2 | 1.34% | 59.3 | 100.00% | +52.38% | 0.00% | 0.00% | 0.00% | 42:34 | 41:53 | 41:53 | 43:14 | 43:14 | 43:14 | 01:21 | 01:00 |
 | Shadow Demon | 5 | 5.56% | 57.6 | 60.00% | +11.76% | -60.00% | +40.00% | 8.15% | 49:53 | 41:58 | 41:58 | 50:17 | 54:14 | 55:40 | 12:16 | 09:05 |
 | Beastmaster | 5 | 5.15% | 55.9 | 60.00% | -5.22% | +40.00% | +40.00% | 0.00% | 37:52 | 14:52 | 14:52 | 36:08 | 47:16 | 55:14 | 32:24 | 24:00 |
 | Ursa | 1 | 5.88% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 5.00% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:04 | 45:04 | 45:04 | 45:04 | 45:04 | 45:04 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 5.00% | 50.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 52:04 | 00:00 | 00:00 |
 | Dark Seer | 3 | 4.69% | 49.2 | 66.67% | +10.93% | -66.67% | 0.00% | 0.00% | 56:44 | 45:05 | 45:05 | 60:04 | 1:05:02 | 1:05:02 | 19:57 | 14:46 |
 | Snapfire | 12 | 25.53% | 47.5 | 33.33% | -6.67% | 0.00% | 0.00% | 0.00% | 32:21 | 19:00 | 22:11 | 35:03 | 37:36 | 43:54 | 15:25 | 11:25 |
 | Death Prophet | 2 | 28.57% | 45.8 | 50.00% | +30.00% | -50.00% | 0.00% | 0.00% | 43:45 | 39:39 | 39:39 | 47:51 | 47:51 | 47:51 | 08:12 | 06:04 |
 | Lycan | 1 | 3.57% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Enigma | 1 | 3.57% | 42.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Viper | 2 | 25.00% | 40.7 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 35:58 | 28:13 | 28:13 | 43:42 | 43:42 | 43:42 | 15:29 | 11:28 |
 | Dark Willow | 1 | 3.03% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 |
 | Clockwerk | 1 | 2.63% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 59:34 | 00:00 | 00:00 |
 | Oracle | 1 | 2.38% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 47:16 | 00:00 | 00:00 |
 | Pangolier | 13 | 13.98% | 33.9 | 30.77% | -21.73% | -30.77% | -30.77% | 0.00% | 40:26 | 24:16 | 34:01 | 38:38 | 48:02 | 52:15 | 14:01 | 10:22 |
 | Ancient Apparition | 2 | 16.67% | 32.2 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 41:20 | 34:14 | 34:14 | 48:25 | 48:25 | 48:25 | 14:11 | 10:30 |
 | Winter Wyvern | 3 | 37.50% | 30.5 | 33.33% | -6.67% | -33.33% | 0.00% | 1.66% | 34:34 | 21:20 | 21:20 | 40:55 | 41:26 | 41:26 | 20:06 | 14:53 |
 | Skywrath Mage | 1 | 1.61% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 1.56% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 46:22 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.25% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 54:38 | 00:00 | 00:00 |
 | Medusa | 1 | 1.03% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 44:49 | 00:00 | 00:00 |
 | Silencer | 1 | 1.03% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 47:04 | 00:00 | 00:00 |
 | Mirana | 2 | 3.45% | 20.3 | 50.00% | -1.79% | -50.00% | 0.00% | 0.00% | 39:41 | 37:20 | 37:20 | 42:02 | 42:02 | 42:02 | 04:42 | 03:28 |
 | Underlord | 3 | 6.67% | 18.6 | 33.33% | -33.34% | +66.67% | 0.00% | 0.00% | 45:24 | 35:53 | 35:53 | 47:22 | 52:57 | 52:57 | 17:04 | 12:38 |
 | Terrorblade | 1 | 1.23% | 16.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 5.88% | 15.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 54:42 | 00:00 | 00:00 |
 | Primal Beast | 2 | 6.25% | 13.6 | 0.00% | -76.67% | 0.00% | 0.00% | 0.00% | 42:27 | 40:22 | 40:22 | 44:31 | 44:31 | 44:31 | 04:09 | 03:04 |
 | Centaur Warrunner | 1 | 100.00% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 43:00 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 9.09% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 47:50 | 00:00 | 00:00 |
 | Undying | 1 | 1.01% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 1:04:28 | 00:00 | 00:00 |
 | Lich | 1 | 2.17% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 46:01 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 3.70% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Alchemist | 1 | 3.13% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 40:14 | 00:00 | 00:00 |
 | Necrophos | 1 | 16.67% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |