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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 | 673 | 8.07% | 92.7 | 64.49% | +16.86% | +2.77% | -6.75% | -0.82% | 37:06 | 12:25 | 31:03 | 36:46 | 42:42 | 1:27:28 | 08:37 |
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 | |
 | Pudge | 8 | 16.33% | 100.0 | 100.00% | +46.34% | 0.00% | 0.00% | 0.00% | 38:24 | 24:36 | 30:58 | 39:16 | 40:59 | 49:06 | 10:01 | 07:25 |
 | Huskar | 3 | 37.50% | 98.5 | 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 |
 | Leshrac | 88 | 52.07% | 97.1 | 73.86% | +34.35% | +12.50% | -14.77% | -2.35% | 34:43 | 18:04 | 28:44 | 34:24 | 40:19 | 1:01:32 | 11:35 | 08:34 |
 | Skywrath Mage | 5 | 13.51% | 95.6 | 100.00% | +65.62% | 0.00% | 0.00% | 0.00% | 40:30 | 33:29 | 33:29 | 37:52 | 47:06 | 47:56 | 13:37 | 10:05 |
 | Rubick | 19 | 4.20% | 94.1 | 89.47% | +42.13% | +10.53% | -29.47% | 0.00% | 48:20 | 29:46 | 39:36 | 44:18 | 54:45 | 1:27:28 | 15:09 | 11:13 |
 | Axe | 2 | 28.57% | 92.6 | 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 | 12 | 23.53% | 91.2 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 36:23 | 27:26 | 30:05 | 34:30 | 40:19 | 53:25 | 10:14 | 07:34 |
 | Arc Warden | 6 | 66.67% | 89.7 | 66.67% | +33.34% | -66.67% | +33.33% | 7.73% | 33:56 | 19:13 | 29:06 | 32:08 | 42:02 | 43:19 | 12:56 | 09:34 |
 | Lina | 104 | 57.14% | 88.2 | 59.62% | +13.47% | -1.93% | -13.47% | -1.01% | 32:11 | 12:25 | 25:53 | 32:59 | 37:21 | 54:40 | 11:28 | 08:29 |
 | Invoker | 35 | 67.31% | 86.8 | 60.00% | +12.94% | -4.44% | +6.67% | 1.27% | 34:26 | 13:47 | 29:33 | 34:37 | 38:18 | 52:37 | 08:45 | 06:28 |
 | Pangolier | 17 | 9.14% | 85.3 | 76.47% | +31.50% | -26.47% | -1.47% | 0.00% | 40:30 | 30:46 | 37:37 | 40:30 | 45:20 | 48:44 | 07:43 | 05:42 |
 | Batrider | 129 | 87.16% | 83.8 | 53.49% | +0.86% | +9.01% | -15.99% | -2.47% | 36:09 | 12:27 | 31:21 | 36:30 | 41:29 | 1:02:23 | 10:08 | 07:30 |
 | Death Prophet | 21 | 8.11% | 82.4 | 71.43% | +24.37% | +28.57% | -11.43% | 0.00% | 36:17 | 12:40 | 30:31 | 39:25 | 43:27 | 47:50 | 12:56 | 09:34 |
 | Hoodwink | 5 | 3.13% | 80.9 | 100.00% | +62.58% | 0.00% | 0.00% | 0.00% | 45:40 | 40:36 | 40:36 | 46:47 | 47:17 | 48:15 | 06:41 | 04:57 |
 | Outworld Destroyer | 5 | 19.23% | 79.4 | 80.00% | +13.33% | -80.00% | +20.00% | 0.00% | 40:17 | 30:37 | 30:37 | 39:10 | 43:55 | 49:08 | 13:18 | 09:51 |
 | Snapfire | 13 | 5.65% | 77.9 | 76.92% | +34.06% | +23.08% | -43.59% | -4.22% | 40:53 | 25:26 | 29:38 | 41:24 | 45:27 | 56:07 | 15:49 | 11:42 |
 | Keeper of the Light | 38 | 44.71% | 76.5 | 55.26% | +4.20% | -15.26% | +11.41% | 2.54% | 36:11 | 21:27 | 31:01 | 35:56 | 41:31 | 1:01:51 | 10:30 | 07:46 |
 | Undying | 4 | 3.64% | 75.0 | 100.00% | +52.83% | 0.00% | 0.00% | 0.00% | 48:16 | 44:28 | 44:28 | 46:48 | 50:31 | 51:15 | 06:03 | 04:28 |
 | Beastmaster | 9 | 6.04% | 73.5 | 77.78% | +28.49% | +22.22% | -27.78% | 0.00% | 44:19 | 34:05 | 38:03 | 42:38 | 45:53 | 1:03:30 | 07:50 | 05:48 |
 | Viper | 5 | 13.16% | 72.1 | 80.00% | +28.48% | +20.00% | +20.00% | 0.00% | 28:49 | 19:43 | 19:43 | 31:06 | 31:30 | 37:17 | 11:47 | 08:43 |
 | Ember Spirit | 19 | 8.48% | 70.6 | 63.16% | +15.36% | -3.16% | -3.16% | 0.00% | 33:37 | 19:15 | 23:50 | 34:38 | 38:00 | 48:42 | 14:10 | 10:29 |
 | Necrophos | 1 | 25.00% | 69.1 | 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 |
 | Doom | 31 | 28.70% | 67.6 | 51.61% | +10.05% | -1.61% | -14.11% | -1.76% | 37:31 | 14:31 | 31:40 | 36:12 | 38:45 | 60:29 | 07:05 | 05:14 |
 | Centaur Warrunner | 3 | 3.61% | 66.2 | 100.00% | +46.25% | 0.00% | 0.00% | 0.00% | 36:16 | 31:25 | 31:25 | 36:47 | 40:36 | 40:36 | 09:11 | 06:48 |
 | Puck | 10 | 14.29% | 64.7 | 60.00% | +13.33% | +6.67% | +40.00% | 1.48% | 37:09 | 22:22 | 25:13 | 35:56 | 47:47 | 49:14 | 22:34 | 16:42 |
 | Techies | 4 | 9.52% | 63.2 | 75.00% | +38.16% | +25.00% | -75.00% | -9.48% | 40:14 | 30:44 | 30:44 | 39:16 | 41:17 | 49:37 | 10:33 | 07:48 |
 | Witch Doctor | 1 | 16.67% | 61.8 | 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 | 4.76% | 60.3 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 27:53 | 19:46 | 19:46 | 36:00 | 36:00 | 36:00 | 16:14 | 12:01 |
 | Timbersaw | 2 | 4.08% | 58.8 | 100.00% | +48.94% | 0.00% | 0.00% | 0.00% | 38:42 | 33:18 | 33:18 | 44:06 | 44:06 | 44:06 | 10:48 | 08:00 |
 | Bristleback | 3 | 17.65% | 57.4 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 43:05 | 42:03 | 42:03 | 42:38 | 44:33 | 44:33 | 02:30 | 01:51 |
 | Shadow Fiend | 4 | 3.81% | 55.9 | 75.00% | +33.42% | +25.00% | -75.00% | 0.00% | 41:21 | 30:52 | 30:52 | 40:41 | 45:23 | 48:29 | 14:31 | 10:45 |
 | Shadow Shaman | 1 | 11.11% | 54.4 | 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 |
 | Juggernaut | 1 | 11.11% | 52.9 | 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 |
 | Tusk | 6 | 1.88% | 51.5 | 66.67% | +22.72% | +33.33% | +33.33% | 0.00% | 50:40 | 31:03 | 46:41 | 47:01 | 57:39 | 1:11:58 | 10:58 | 08:07 |
 | Night Stalker | 1 | 8.33% | 50.0 | 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 |
 | Windranger | 1 | 7.69% | 48.5 | 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 |
 | Clockwerk | 2 | 0.93% | 47.1 | 100.00% | +46.23% | 0.00% | 0.00% | 0.00% | 47:20 | 42:42 | 42:42 | 51:58 | 51:58 | 51:58 | 09:16 | 06:51 |
 | Pugna | 1 | 5.26% | 45.6 | 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 | 0.60% | 44.1 | 100.00% | +44.71% | 0.00% | 0.00% | 0.00% | 58:00 | 57:55 | 57:55 | 58:04 | 58:04 | 58:04 | 00:09 | 00:06 |
 | Underlord | 1 | 4.55% | 42.6 | 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 |
 | Jakiro | 1 | 4.17% | 41.2 | 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 |
 | Tiny | 8 | 2.65% | 39.7 | 50.00% | +0.34% | 0.00% | 0.00% | 0.00% | 45:53 | 38:29 | 38:31 | 41:56 | 50:35 | 55:40 | 12:04 | 08:56 |
 | Storm Spirit | 1 | 2.38% | 38.2 | 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 |
 | Void Spirit | 6 | 26.09% | 36.8 | 33.33% | -19.61% | +16.67% | -33.33% | 0.00% | 35:56 | 24:18 | 29:22 | 31:32 | 43:57 | 44:32 | 14:35 | 10:48 |
 | Enchantress | 1 | 1.67% | 35.3 | 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 |
 | Dawnbreaker | 1 | 1.61% | 33.8 | 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 |
 | Enigma | 1 | 1.47% | 32.4 | 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 |
 | Slark | 1 | 1.33% | 30.9 | 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 | 1.20% | 29.4 | 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 | 1.15% | 27.9 | 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 |
 | Riki | 1 | 0.91% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 1:07:49 | 00:00 | 00:00 |
 | Ursa | 1 | 0.84% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Disruptor | 1 | 0.82% | 23.5 | 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 | 1.80% | 22.1 | 50.00% | +9.63% | +50.00% | 0.00% | 0.00% | 37:44 | 35:46 | 35:46 | 39:41 | 39:41 | 39:41 | 03:55 | 02:54 |
 | Marci | 2 | 1.59% | 20.6 | 50.00% | +1.61% | -50.00% | 0.00% | 0.00% | 44:23 | 39:58 | 39:58 | 48:48 | 48:48 | 48:48 | 08:50 | 06:32 |
 | Primal Beast | 3 | 2.27% | 19.1 | 33.33% | -14.73% | -33.33% | 0.00% | 0.00% | 46:02 | 32:15 | 32:15 | 49:45 | 56:07 | 56:07 | 23:52 | 17:40 |
 | Mirana | 3 | 1.40% | 17.6 | 33.33% | -22.59% | +66.67% | 0.00% | 0.00% | 51:48 | 43:16 | 43:16 | 52:14 | 59:54 | 59:54 | 16:38 | 12:19 |
 | Earthshaker | 1 | 5.00% | 16.2 | 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 |
 | Winter Wyvern | 1 | 20.00% | 14.7 | 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 |
 | Sand King | 1 | 16.67% | 13.2 | 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 | 2.50% | 11.8 | 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 |
 | Phoenix | 2 | 2.06% | 10.3 | 0.00% | -48.42% | 0.00% | 0.00% | 0.00% | 54:21 | 52:42 | 52:42 | 55:59 | 55:59 | 55:59 | 03:17 | 02:25 |
 | Dragon Knight | 2 | 3.77% | 8.8 | 0.00% | -37.25% | 0.00% | 0.00% | 0.00% | 46:04 | 39:29 | 39:29 | 52:39 | 52:39 | 52:39 | 13:10 | 09:45 |
 | Broodmother | 1 | 0.70% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:52 | 48:52 | 48:52 | 48:52 | 48:52 | 48:52 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.70% | 5.9 | 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 |
 | Lycan | 2 | 2.86% | 4.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 52:20 | 48:32 | 48:32 | 56:07 | 56:07 | 56:07 | 07:35 | 05:37 |
 | Shadow Demon | 1 | 3.03% | 2.9 | 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 |
 | Silencer | 1 | 0.71% | 1.5 | 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 |