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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 | 831 | 8.09% | 93.5 | 64.86% | +17.27% | +3.89% | -3.80% | -0.66% | 36:59 | 12:25 | 30:55 | 36:34 | 42:32 | 1:27:28 | 08:36 |
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 | |
 | Huskar | 3 | 37.50% | 100.0 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 27:43 | 15:35 | 15:35 | 32:07 | 35:28 | 35:28 | 19:53 | 14:43 |
 | Rubick | 21 | 3.83% | 98.6 | 90.48% | +43.99% | +9.52% | -30.48% | -2.59% | 47:38 | 29:46 | 39:19 | 44:18 | 54:45 | 1:27:28 | 15:26 | 11:25 |
 | Leshrac | 105 | 50.48% | 97.1 | 71.43% | +28.71% | +13.19% | -9.89% | -1.89% | 34:27 | 16:55 | 28:02 | 33:51 | 40:15 | 1:01:32 | 12:13 | 09:02 |
 | Skywrath Mage | 5 | 12.20% | 95.7 | 100.00% | +61.11% | 0.00% | 0.00% | 0.00% | 40:30 | 33:29 | 33:29 | 37:52 | 47:06 | 47:56 | 13:37 | 10:05 |
 | Pudge | 9 | 16.07% | 94.2 | 88.89% | +37.83% | -38.89% | +11.11% | 3.26% | 36:59 | 24:36 | 25:39 | 39:16 | 40:59 | 49:06 | 15:20 | 11:21 |
 | Arc Warden | 7 | 70.00% | 92.8 | 71.43% | +38.10% | -21.43% | +28.57% | 3.56% | 32:29 | 19:13 | 23:47 | 32:08 | 37:50 | 43:19 | 14:03 | 10:24 |
 | Axe | 2 | 28.57% | 91.3 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 38:49 | 35:17 | 35:17 | 42:20 | 42:20 | 42:20 | 07:03 | 05:13 |
 | Zeus | 20 | 27.40% | 89.9 | 75.00% | +35.38% | +5.00% | +5.00% | 0.00% | 35:45 | 22:56 | 30:05 | 34:30 | 40:19 | 53:25 | 10:14 | 07:34 |
 | Lina | 135 | 57.20% | 88.4 | 61.48% | +13.96% | +0.28% | -14.42% | -1.34% | 32:16 | 12:25 | 26:25 | 33:33 | 37:21 | 54:40 | 10:56 | 08:05 |
 | Death Prophet | 27 | 8.71% | 87.0 | 74.07% | +27.07% | +11.64% | -16.93% | -2.38% | 35:58 | 12:40 | 30:31 | 39:25 | 42:31 | 47:50 | 12:00 | 08:53 |
 | Hoodwink | 6 | 3.35% | 85.5 | 100.00% | +62.43% | 0.00% | 0.00% | 0.00% | 46:31 | 40:36 | 45:27 | 46:47 | 48:15 | 50:44 | 02:48 | 02:04 |
 | Pangolier | 25 | 10.82% | 84.1 | 72.00% | +25.88% | -22.00% | +11.33% | 3.51% | 40:35 | 30:46 | 35:51 | 39:44 | 45:20 | 52:04 | 09:29 | 07:01 |
 | Batrider | 169 | 87.11% | 82.6 | 55.03% | -0.97% | +9.26% | -7.41% | -1.70% | 35:37 | 12:27 | 30:42 | 36:02 | 40:32 | 1:02:23 | 09:50 | 07:17 |
 | Puck | 17 | 16.67% | 81.2 | 70.59% | +20.00% | +4.41% | -20.59% | -1.16% | 36:37 | 19:38 | 25:13 | 36:30 | 46:41 | 60:33 | 21:28 | 15:54 |
 | Invoker | 39 | 67.24% | 79.7 | 56.41% | +9.04% | -6.41% | +3.59% | 1.06% | 34:36 | 13:47 | 29:33 | 35:01 | 38:58 | 52:37 | 09:25 | 06:58 |
 | Outworld Destroyer | 5 | 18.52% | 78.3 | 80.00% | +16.36% | -80.00% | +20.00% | 0.00% | 40:17 | 30:37 | 30:37 | 39:10 | 43:55 | 49:08 | 13:18 | 09:51 |
 | Undying | 5 | 2.58% | 76.8 | 100.00% | +50.26% | 0.00% | 0.00% | 0.00% | 51:44 | 44:28 | 44:28 | 50:31 | 51:15 | 1:05:38 | 06:47 | 05:01 |
 | Keeper of the Light | 41 | 44.57% | 75.4 | 56.10% | +9.04% | -16.10% | +3.90% | 1.90% | 36:35 | 21:27 | 31:01 | 36:46 | 41:31 | 1:01:51 | 10:30 | 07:46 |
 | Centaur Warrunner | 4 | 4.08% | 73.9 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 41:08 | 31:25 | 31:25 | 36:47 | 40:36 | 55:44 | 09:11 | 06:48 |
 | Beastmaster | 12 | 6.82% | 72.5 | 75.00% | +25.61% | +25.00% | -41.67% | 0.00% | 44:33 | 34:05 | 38:53 | 40:46 | 45:53 | 1:03:30 | 07:00 | 05:11 |
 | Snapfire | 15 | 5.42% | 71.0 | 73.33% | +28.29% | +26.67% | -48.33% | -8.44% | 42:05 | 25:26 | 36:34 | 41:29 | 45:27 | 56:07 | 08:53 | 06:34 |
 | Viper | 5 | 12.50% | 69.6 | 80.00% | +31.43% | +20.00% | +20.00% | 0.00% | 28:49 | 19:43 | 19:43 | 31:06 | 31:30 | 37:17 | 11:47 | 08:43 |
 | Doom | 35 | 28.69% | 68.1 | 54.29% | +12.91% | +1.27% | -9.85% | -1.51% | 37:24 | 14:31 | 31:35 | 36:12 | 38:58 | 60:29 | 07:23 | 05:28 |
 | Tusk | 10 | 2.60% | 66.7 | 80.00% | +36.53% | +20.00% | +20.00% | 0.00% | 52:40 | 20:37 | 46:41 | 49:35 | 1:06:08 | 1:15:29 | 19:27 | 14:24 |
 | Necrophos | 1 | 25.00% | 65.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 |
 | Ember Spirit | 23 | 8.52% | 63.8 | 56.52% | +8.34% | -6.52% | -6.52% | 0.00% | 34:31 | 19:15 | 23:50 | 35:01 | 38:27 | 59:18 | 14:37 | 10:49 |
 | Shadow Fiend | 5 | 4.24% | 62.3 | 80.00% | +37.52% | +20.00% | -80.00% | 0.00% | 41:10 | 30:52 | 30:52 | 40:41 | 45:23 | 48:29 | 14:31 | 10:45 |
 | Techies | 4 | 7.41% | 60.9 | 75.00% | +37.00% | +25.00% | -75.00% | 0.00% | 40:14 | 30:44 | 30:44 | 39:16 | 41:17 | 49:37 | 10:33 | 07:48 |
 | Witch Doctor | 1 | 14.29% | 59.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |
 | Kunkka | 2 | 3.57% | 58.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 27:53 | 19:46 | 19:46 | 36:00 | 36:00 | 36:00 | 16:14 | 12:01 |
 | Timbersaw | 2 | 2.86% | 56.5 | 100.00% | +51.47% | 0.00% | 0.00% | 0.00% | 38:42 | 33:18 | 33:18 | 44:06 | 44:06 | 44:06 | 10:48 | 08:00 |
 | Bristleback | 3 | 15.00% | 55.1 | 66.67% | +25.49% | +33.33% | 0.00% | 0.00% | 43:05 | 42:03 | 42:03 | 42:38 | 44:33 | 44:33 | 02:30 | 01:51 |
 | Juggernaut | 1 | 11.11% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 10.00% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 29:15 | 00:00 | 00:00 |
 | Ursa | 2 | 1.44% | 50.7 | 100.00% | +46.72% | 0.00% | 0.00% | 0.00% | 30:57 | 19:23 | 19:23 | 42:31 | 42:31 | 42:31 | 23:08 | 17:08 |
 | Riki | 2 | 1.39% | 49.3 | 100.00% | +38.73% | 0.00% | 0.00% | 0.00% | 1:05:31 | 1:03:13 | 1:03:13 | 1:07:49 | 1:07:49 | 1:07:49 | 04:36 | 03:24 |
 | Tiny | 9 | 2.40% | 47.8 | 55.56% | +4.19% | -5.56% | -5.56% | 0.00% | 46:04 | 38:29 | 38:31 | 47:35 | 50:35 | 55:40 | 12:04 | 08:56 |
 | Windranger | 1 | 7.14% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Night Stalker | 1 | 7.14% | 44.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Clockwerk | 2 | 0.79% | 43.5 | 100.00% | +46.22% | 0.00% | 0.00% | 0.00% | 47:20 | 42:42 | 42:42 | 51:58 | 51:58 | 51:58 | 09:16 | 06:51 |
 | Void Spirit | 8 | 25.00% | 42.0 | 37.50% | -4.17% | +12.50% | -37.50% | 0.00% | 34:58 | 24:18 | 25:13 | 31:32 | 41:54 | 44:32 | 16:41 | 12:21 |
 | Pugna | 1 | 4.76% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Treant Protector | 2 | 0.48% | 39.1 | 100.00% | +44.93% | 0.00% | 0.00% | 0.00% | 58:00 | 57:55 | 57:55 | 58:04 | 58:04 | 58:04 | 00:09 | 00:06 |
 | Jakiro | 1 | 4.00% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 46:26 | 00:00 | 00:00 |
 | Underlord | 1 | 3.45% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 43:44 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 1.69% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 32:16 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 1.43% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 43:10 | 00:00 | 00:00 |
 | Templar Assassin | 1 | 1.32% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 40:26 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.16% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:44 | 60:44 | 60:44 | 60:44 | 60:44 | 60:44 | 00:00 | 00:00 |
 | Slark | 1 | 1.12% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 |
 | Terrorblade | 1 | 0.93% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Naga Siren | 1 | 0.87% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |
 | Enigma | 1 | 0.85% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:30 | 1:12:30 | 1:12:30 | 1:12:30 | 1:12:30 | 1:12:30 | 00:00 | 00:00 |
 | Disruptor | 1 | 0.68% | 23.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Mars | 2 | 1.63% | 21.7 | 50.00% | +11.16% | +50.00% | 0.00% | 0.00% | 37:44 | 35:46 | 35:46 | 39:41 | 39:41 | 39:41 | 03:55 | 02:54 |
 | Marci | 2 | 1.32% | 20.3 | 50.00% | +0.34% | -50.00% | 0.00% | 0.00% | 44:23 | 39:58 | 39:58 | 48:48 | 48:48 | 48:48 | 08:50 | 06:32 |
 | Phoenix | 3 | 2.34% | 18.8 | 33.33% | -13.87% | +66.67% | 0.00% | 0.00% | 52:34 | 49:02 | 49:02 | 52:42 | 55:59 | 55:59 | 06:57 | 05:08 |
 | Primal Beast | 3 | 1.94% | 17.4 | 33.33% | -16.01% | -33.33% | 0.00% | 0.00% | 46:02 | 32:15 | 32:15 | 49:45 | 56:07 | 56:07 | 23:52 | 17:40 |
 | Broodmother | 3 | 1.78% | 15.9 | 33.33% | -23.30% | -33.33% | 0.00% | 0.00% | 49:07 | 45:19 | 45:19 | 48:52 | 53:10 | 53:10 | 07:51 | 05:48 |
 | Mirana | 3 | 1.22% | 14.5 | 33.33% | -20.39% | +66.67% | 0.00% | 0.00% | 51:48 | 43:16 | 43:16 | 52:14 | 59:54 | 59:54 | 16:38 | 12:19 |
 | Earthshaker | 1 | 3.13% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.63% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 48:15 | 00:00 | 00:00 |
 | Sand King | 1 | 16.67% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:53 | 41:53 | 41:53 | 41:53 | 41:53 | 41:53 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.44% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:07 | 50:07 | 50:07 | 50:07 | 50:07 | 50:07 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 20.00% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 36:10 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 2.86% | 5.8 | 0.00% | -36.76% | 0.00% | 0.00% | 0.00% | 46:04 | 39:29 | 39:29 | 52:39 | 52:39 | 52:39 | 13:10 | 09:45 |
 | Shadow Demon | 1 | 2.17% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:13:17 | 1:13:17 | 1:13:17 | 1:13:17 | 1:13:17 | 1:13:17 | 00:00 | 00:00 |
 | Lycan | 2 | 2.50% | 2.9 | 0.00% | -52.56% | 0.00% | 0.00% | 0.00% | 52:20 | 48:32 | 48:32 | 56:07 | 56:07 | 56:07 | 07:35 | 05:37 |
 | Silencer | 1 | 0.60% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:58 | 51:58 | 51:58 | 51:58 | 51:58 | 51:58 | 00:00 | 00:00 |