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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 | 351 | 20.41% | 80.7 | 55.84% | +13.33% | -2.43% | +3.25% | 0.94% | 12:50 | 03:39 | 08:18 | 11:16 | 14:20 | 51:23 | 04:28 |
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 | |
 | Witch Doctor | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 17:08 | 12:12 | 12:12 | 22:04 | 22:04 | 22:04 | 09:52 | 07:18 |
 | Dark Seer | 1 | 100.00% | 97.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Mirana | 5 | 31.25% | 95.6 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 20:15 | 11:34 | 11:34 | 22:47 | 24:11 | 30:53 | 12:37 | 09:20 |
 | Snapfire | 11 | 39.29% | 93.3 | 81.82% | +46.53% | -48.49% | +18.18% | 29.41% | 14:13 | 08:39 | 10:01 | 11:09 | 12:17 | 32:16 | 02:16 | 01:40 |
 | Timbersaw | 29 | 100.00% | 91.1 | 68.97% | +68.97% | +31.03% | -26.11% | -30.34% | 07:52 | 04:41 | 06:44 | 07:21 | 08:37 | 15:08 | 01:53 | 01:23 |
 | Shadow Demon | 1 | 50.00% | 88.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |
 | Abaddon | 2 | 33.33% | 86.7 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 17:49 | 16:23 | 16:23 | 19:14 | 19:14 | 19:14 | 02:51 | 02:06 |
 | Winter Wyvern | 35 | 59.32% | 84.4 | 71.43% | +17.26% | +6.35% | +6.35% | 0.00% | 14:20 | 09:31 | 11:18 | 13:11 | 14:58 | 32:52 | 03:40 | 02:42 |
 | Leshrac | 3 | 100.00% | 82.2 | 66.67% | +66.67% | -66.67% | 0.00% | 22.35% | 06:54 | 05:34 | 05:34 | 06:35 | 08:33 | 08:33 | 02:59 | 02:12 |
 | Shadow Shaman | 9 | 75.00% | 80.0 | 66.67% | +33.34% | +33.33% | +33.33% | 0.00% | 15:21 | 05:52 | 06:21 | 12:37 | 18:05 | 34:38 | 11:44 | 08:41 |
 | Pangolier | 12 | 70.59% | 77.8 | 66.67% | +26.67% | -33.34% | +33.33% | 22.10% | 10:11 | 05:56 | 06:53 | 08:07 | 09:54 | 24:51 | 03:01 | 02:14 |
 | Bane | 8 | 42.11% | 75.6 | 75.00% | +20.45% | +25.00% | -25.00% | 0.00% | 15:06 | 11:12 | 11:16 | 13:19 | 15:40 | 22:09 | 04:24 | 03:15 |
 | Dazzle | 24 | 64.86% | 73.3 | 62.50% | +39.42% | +20.83% | -29.17% | -10.95% | 15:04 | 08:12 | 11:27 | 12:25 | 16:01 | 35:26 | 04:34 | 03:22 |
 | Warlock | 17 | 50.00% | 71.1 | 58.82% | +5.88% | +16.18% | -8.82% | -3.63% | 16:13 | 09:00 | 11:30 | 13:56 | 18:23 | 33:55 | 06:53 | 05:05 |
 | Rubick | 19 | 82.61% | 68.9 | 52.63% | +27.63% | -12.63% | +7.37% | 10.34% | 10:30 | 03:59 | 09:20 | 10:29 | 11:16 | 16:49 | 01:56 | 01:25 |
 | Ancient Apparition | 4 | 100.00% | 66.7 | 50.00% | +50.00% | -50.00% | +50.00% | 100.00% | 12:05 | 11:06 | 11:06 | 11:47 | 12:00 | 13:27 | 00:54 | 00:40 |
 | Earthshaker | 2 | 100.00% | 64.4 | 50.00% | +50.00% | +50.00% | 0.00% | -50.00% | 08:59 | 08:36 | 08:36 | 09:21 | 09:21 | 09:21 | 00:45 | 00:33 |
 | Tiny | 4 | 3.92% | 62.2 | 100.00% | +45.92% | 0.00% | 0.00% | 0.00% | 16:12 | 05:13 | 05:13 | 06:18 | 18:30 | 34:46 | 13:17 | 09:50 |
 | Enigma | 16 | 55.17% | 60.0 | 50.00% | -11.54% | 0.00% | +25.00% | 2.27% | 13:05 | 03:39 | 06:26 | 08:27 | 17:28 | 32:36 | 11:02 | 08:10 |
 | Zeus | 69 | 93.24% | 57.8 | 42.03% | +22.03% | -6.74% | -0.85% | 1.75% | 08:35 | 04:36 | 06:32 | 07:39 | 09:54 | 23:07 | 03:22 | 02:29 |
 | Chen | 5 | 26.32% | 55.6 | 60.00% | -18.57% | +40.00% | +40.00% | 0.00% | 18:06 | 12:44 | 12:44 | 20:06 | 20:49 | 23:02 | 08:05 | 05:59 |
 | Clockwerk | 2 | 5.71% | 53.3 | 100.00% | +42.42% | 0.00% | 0.00% | 0.00% | 19:02 | 12:30 | 12:30 | 25:33 | 25:33 | 25:33 | 13:03 | 09:40 |
 | Jakiro | 2 | 66.67% | 51.1 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 09:17 | 09:15 | 09:15 | 09:19 | 09:19 | 09:19 | 00:04 | 00:02 |
 | Puck | 9 | 16.36% | 48.9 | 55.56% | +3.39% | +44.44% | -55.56% | 0.00% | 28:59 | 15:39 | 16:20 | 30:03 | 36:17 | 40:45 | 19:57 | 14:46 |
 | Ogre Magi | 5 | 62.50% | 46.7 | 40.00% | +6.67% | +60.00% | -40.00% | -26.43% | 13:18 | 10:24 | 10:24 | 13:36 | 14:11 | 15:35 | 03:47 | 02:48 |
 | Undying | 2 | 50.00% | 44.4 | 50.00% | +50.00% | -50.00% | 0.00% | 12.61% | 09:23 | 07:24 | 07:24 | 11:22 | 11:22 | 11:22 | 03:58 | 02:56 |
 | Hoodwink | 7 | 87.50% | 42.2 | 28.57% | +28.57% | -28.57% | -28.57% | 0.00% | 10:50 | 07:03 | 08:37 | 11:14 | 11:39 | 15:11 | 03:02 | 02:14 |
 | Marci | 10 | 16.67% | 40.0 | 40.00% | +8.00% | -6.67% | -40.00% | -4.74% | 18:03 | 08:52 | 14:27 | 17:41 | 21:29 | 23:56 | 07:02 | 05:12 |
 | Dawnbreaker | 10 | 16.39% | 37.8 | 40.00% | +2.75% | -6.67% | +10.00% | 7.20% | 13:23 | 11:07 | 12:15 | 13:52 | 14:34 | 15:16 | 02:19 | 01:42 |
 | Grimstroke | 7 | 58.33% | 35.6 | 28.57% | +8.57% | +21.43% | -28.57% | -20.83% | 10:35 | 07:32 | 09:06 | 10:54 | 11:30 | 13:08 | 02:24 | 01:46 |
 | Bristleback | 1 | 3.85% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:32 | 22:32 | 22:32 | 22:32 | 22:32 | 22:32 | 00:00 | 00:00 |
 | Death Prophet | 1 | 2.33% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 00:00 | 00:00 |
 | Necrophos | 3 | 27.27% | 28.9 | 33.33% | -4.17% | -33.33% | 0.00% | 0.00% | 14:58 | 08:21 | 08:21 | 11:46 | 24:46 | 24:46 | 16:25 | 12:09 |
 | Enchantress | 2 | 6.45% | 26.7 | 50.00% | +12.07% | -50.00% | 0.00% | 0.00% | 12:03 | 12:00 | 12:00 | 12:05 | 12:05 | 12:05 | 00:05 | 00:03 |
 | Techies | 1 | 100.00% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 19:44 | 00:00 | 00:00 |
 | Windranger | 2 | 25.00% | 22.2 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 11:52 | 11:29 | 11:29 | 12:15 | 12:15 | 12:15 | 00:46 | 00:34 |
 | Treant Protector | 1 | 20.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 14:10 | 00:00 | 00:00 |
 | Tidehunter | 1 | 33.33% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:51 | 10:51 | 10:51 | 10:51 | 10:51 | 10:51 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 6.25% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 13:14 | 00:00 | 00:00 |
 | Brewmaster | 1 | 5.56% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 20:03 | 00:00 | 00:00 |
 | Mars | 1 | 3.70% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:23 | 51:23 | 51:23 | 51:23 | 51:23 | 51:23 | 00:00 | 00:00 |
 | Arc Warden | 1 | 50.00% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 10:29 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 6.67% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 14.29% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Oracle | 1 | 100.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |