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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 | |
 | Arcane Boots | 740 | 18.32% | 66.1 | 52.03% | +7.53% | +0.94% | +9.05% | 1.24% | 13:13 | 04:13 | 08:36 | 11:41 | 15:07 | 57:09 | 04:49 |
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 | |
 | Magnus | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 05:35 | 05:11 | 05:11 | 05:58 | 05:58 | 05:58 | 00:47 | 00:34 |
 | Earthshaker | 1 | 50.00% | 98.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 00:00 | 00:00 |
 | Oracle | 3 | 100.00% | 96.1 | 66.67% | +66.67% | -66.67% | 0.00% | 9.62% | 16:04 | 12:18 | 12:18 | 16:39 | 19:14 | 19:14 | 06:56 | 05:08 |
 | Skywrath Mage | 26 | 47.27% | 94.1 | 73.08% | +24.80% | -1.65% | +10.25% | 4.06% | 14:02 | 09:06 | 11:47 | 12:48 | 14:43 | 29:52 | 02:56 | 02:10 |
 | Jakiro | 7 | 23.33% | 92.2 | 85.71% | +50.93% | +14.29% | -35.71% | -12.50% | 14:07 | 08:35 | 11:58 | 15:51 | 15:58 | 16:36 | 04:00 | 02:57 |
 | Timbersaw | 46 | 100.00% | 90.2 | 58.70% | +58.70% | -0.37% | -22.34% | -6.34% | 08:57 | 05:07 | 07:05 | 08:09 | 10:33 | 21:11 | 03:28 | 02:34 |
 | Pangolier | 41 | 75.93% | 88.2 | 58.54% | +35.46% | +11.46% | +1.46% | -3.23% | 09:47 | 05:21 | 07:04 | 08:05 | 10:10 | 32:56 | 03:06 | 02:17 |
 | Zeus | 71 | 98.61% | 86.3 | 54.93% | -45.07% | -4.93% | +11.74% | 3.53% | 09:47 | 04:31 | 07:06 | 08:31 | 11:49 | 21:41 | 04:43 | 03:29 |
 | Bane | 26 | 48.15% | 84.3 | 61.54% | +11.54% | -18.68% | +21.79% | 8.26% | 16:38 | 10:20 | 13:43 | 16:46 | 18:37 | 28:13 | 04:54 | 03:37 |
 | Warlock | 29 | 60.42% | 82.4 | 58.62% | +11.25% | +12.81% | -1.48% | -2.65% | 15:20 | 09:38 | 11:51 | 13:22 | 17:14 | 28:29 | 05:23 | 03:59 |
 | Grimstroke | 27 | 44.26% | 80.4 | 59.26% | +21.02% | -2.12% | +12.17% | 1.60% | 14:54 | 06:45 | 09:27 | 12:30 | 18:23 | 33:22 | 08:56 | 06:37 |
 | Rubick | 43 | 93.48% | 78.4 | 51.16% | -15.51% | +21.57% | -14.80% | -12.06% | 11:12 | 05:53 | 09:23 | 10:54 | 12:24 | 19:14 | 03:01 | 02:14 |
 | Puck | 18 | 14.17% | 76.5 | 66.67% | +15.29% | -6.67% | +8.33% | 1.96% | 24:45 | 18:41 | 20:29 | 23:09 | 28:09 | 33:56 | 07:40 | 05:40 |
 | Winter Wyvern | 27 | 48.21% | 74.5 | 55.56% | +3.84% | -26.99% | +30.15% | 6.44% | 18:06 | 07:57 | 12:28 | 14:58 | 21:20 | 37:23 | 08:52 | 06:34 |
 | Enigma | 42 | 62.69% | 72.5 | 50.00% | -30.00% | +4.55% | -20.00% | -7.67% | 08:18 | 04:13 | 05:46 | 06:35 | 08:58 | 37:27 | 03:12 | 02:22 |
 | Marci | 56 | 44.80% | 70.6 | 50.00% | +0.72% | -7.14% | 0.00% | 1.31% | 13:51 | 05:03 | 10:08 | 12:58 | 15:36 | 28:31 | 05:28 | 04:02 |
 | Dark Seer | 4 | 80.00% | 68.6 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 08:23 | 04:36 | 04:36 | 08:16 | 09:09 | 11:29 | 04:33 | 03:22 |
 | Snapfire | 29 | 30.21% | 66.7 | 51.72% | +9.93% | +19.71% | +5.42% | -5.04% | 13:15 | 08:06 | 10:36 | 12:25 | 13:26 | 43:23 | 02:50 | 02:05 |
 | Hoodwink | 43 | 86.00% | 64.7 | 41.86% | -1.00% | +12.69% | -5.50% | -4.18% | 14:27 | 07:45 | 11:40 | 13:41 | 16:01 | 26:21 | 04:21 | 03:13 |
 | Death Prophet | 5 | 6.67% | 62.7 | 80.00% | +25.71% | +20.00% | -80.00% | 0.00% | 22:36 | 17:43 | 17:43 | 22:32 | 23:50 | 30:38 | 06:07 | 04:31 |
 | Leshrac | 29 | 85.29% | 60.8 | 37.93% | +17.93% | +19.21% | +4.93% | -6.91% | 08:03 | 05:49 | 06:48 | 07:38 | 08:52 | 14:21 | 02:04 | 01:31 |
 | Dawnbreaker | 44 | 32.12% | 58.8 | 43.18% | +3.40% | +29.55% | +2.27% | -10.04% | 11:59 | 06:59 | 10:04 | 11:36 | 12:47 | 29:20 | 02:43 | 02:00 |
 | Tusk | 2 | 5.26% | 56.9 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 24:13 | 14:38 | 14:38 | 33:47 | 33:47 | 33:47 | 19:09 | 14:11 |
 | Treant Protector | 4 | 8.51% | 54.9 | 75.00% | +7.56% | +25.00% | +25.00% | 0.00% | 23:16 | 08:48 | 08:48 | 20:30 | 30:00 | 33:46 | 21:12 | 15:42 |
 | Alchemist | 2 | 4.76% | 52.9 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 26:12 | 16:48 | 16:48 | 35:35 | 35:35 | 35:35 | 18:47 | 13:54 |
 | Shadow Shaman | 18 | 46.15% | 51.0 | 38.89% | -13.49% | +1.11% | +11.11% | 3.35% | 12:01 | 05:05 | 09:18 | 10:49 | 12:17 | 29:05 | 02:59 | 02:12 |
 | Undying | 4 | 40.00% | 49.0 | 50.00% | -33.33% | -50.00% | +50.00% | 0.00% | 17:44 | 11:34 | 11:34 | 12:19 | 21:42 | 25:22 | 10:08 | 07:30 |
 | Mirana | 8 | 16.33% | 47.1 | 50.00% | +1.22% | 0.00% | 0.00% | 0.00% | 23:04 | 07:29 | 08:24 | 20:29 | 28:48 | 57:09 | 20:24 | 15:06 |
 | Dazzle | 17 | 85.00% | 45.1 | 29.41% | +29.41% | +45.59% | -29.41% | -12.71% | 13:19 | 06:56 | 08:43 | 11:40 | 14:37 | 27:08 | 05:54 | 04:22 |
 | Nyx Assassin | 3 | 12.00% | 43.1 | 66.67% | -1.51% | -66.67% | 0.00% | 0.00% | 09:22 | 05:56 | 05:56 | 10:53 | 11:18 | 11:18 | 05:22 | 03:58 |
 | Witch Doctor | 5 | 45.45% | 41.2 | 40.00% | -10.00% | +60.00% | -40.00% | 0.00% | 20:58 | 09:10 | 09:10 | 16:54 | 18:54 | 46:15 | 09:44 | 07:12 |
 | Brewmaster | 3 | 9.38% | 39.2 | 66.67% | +18.39% | -66.67% | 0.00% | 0.00% | 31:47 | 27:44 | 27:44 | 30:12 | 37:24 | 37:24 | 09:40 | 07:09 |
 | Broodmother | 2 | 40.00% | 37.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 13:14 | 08:58 | 08:58 | 17:30 | 17:30 | 17:30 | 08:32 | 06:19 |
 | Beastmaster | 5 | 6.17% | 35.3 | 60.00% | +4.74% | -60.00% | -60.00% | 0.00% | 30:25 | 26:21 | 26:21 | 31:25 | 31:29 | 36:17 | 05:08 | 03:48 |
 | Doom | 1 | 2.94% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 25:39 | 00:00 | 00:00 |
 | Ogre Magi | 2 | 18.18% | 31.4 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 15:42 | 14:18 | 14:18 | 17:06 | 17:06 | 17:06 | 02:48 | 02:04 |
 | Viper | 1 | 1.79% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 1.59% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |
 | Lina | 7 | 25.93% | 25.5 | 28.57% | -31.43% | +21.43% | -28.57% | -13.45% | 12:04 | 07:38 | 09:04 | 12:43 | 12:47 | 17:46 | 03:43 | 02:45 |
 | Void Spirit | 1 | 1.16% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 31:43 | 00:00 | 00:00 |
 | Mars | 1 | 0.90% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Shadow Demon | 8 | 80.00% | 19.6 | 12.50% | -37.50% | -12.50% | -12.50% | 0.00% | 10:58 | 08:31 | 09:16 | 09:32 | 12:29 | 14:33 | 03:13 | 02:22 |
 | Tiny | 12 | 6.19% | 17.6 | 25.00% | -29.40% | +8.33% | +8.33% | 0.00% | 13:10 | 05:35 | 06:42 | 08:08 | 16:56 | 28:37 | 10:14 | 07:34 |
 | Pugna | 3 | 13.64% | 15.7 | 33.33% | +1.75% | +66.67% | 0.00% | 0.00% | 11:41 | 09:31 | 09:31 | 10:55 | 14:36 | 14:36 | 05:05 | 03:45 |
 | Windranger | 4 | 17.39% | 13.7 | 25.00% | -22.37% | -25.00% | +75.00% | 54.55% | 14:45 | 12:02 | 12:02 | 12:47 | 13:52 | 20:17 | 01:50 | 01:21 |
 | Abaddon | 1 | 6.67% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:43 | 15:43 | 15:43 | 15:43 | 15:43 | 15:43 | 00:00 | 00:00 |
 | Tidehunter | 1 | 8.33% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:14 | 10:14 | 10:14 | 10:14 | 10:14 | 10:14 | 00:00 | 00:00 |
 | Lich | 1 | 11.11% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 1.01% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 00:00 | 00:00 |
 | Disruptor | 2 | 25.00% | 3.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 15:09 | 13:15 | 13:15 | 17:03 | 17:03 | 17:03 | 03:48 | 02:48 |
 | Necrophos | 1 | 7.14% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:36 | 23:36 | 23:36 | 23:36 | 23:36 | 23:36 | 00:00 | 00:00 |