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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 | 1522 | 18.47% | 54.5 | 51.58% | +7.13% | -3.02% | +8.68% | 1.76% | 13:26 | 03:43 | 08:40 | 11:51 | 15:20 | 57:09 | 04:56 |
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 | 3 | 33.33% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 06:58 | 05:11 | 05:11 | 05:58 | 09:45 | 09:45 | 04:34 | 03:22 |
 | Oracle | 9 | 69.23% | 98.4 | 77.78% | +52.78% | +22.22% | +22.22% | 0.00% | 16:41 | 09:57 | 11:45 | 15:53 | 16:39 | 33:39 | 04:54 | 03:37 |
 | Earthshaker | 2 | 33.33% | 96.8 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 27:02 | 26:03 | 26:03 | 28:00 | 28:00 | 28:00 | 01:57 | 01:26 |
 | Winter Wyvern | 77 | 50.33% | 95.2 | 62.34% | +16.29% | -9.71% | +11.34% | 5.69% | 16:11 | 07:57 | 12:49 | 14:03 | 16:31 | 41:28 | 03:42 | 02:44 |
 | Ancient Apparition | 4 | 50.00% | 93.7 | 75.00% | +25.00% | -75.00% | +25.00% | 16.26% | 19:43 | 13:19 | 13:19 | 16:56 | 19:28 | 29:08 | 06:09 | 04:33 |
 | Skywrath Mage | 44 | 44.44% | 92.1 | 61.36% | +26.81% | +2.28% | -15.91% | -5.38% | 14:18 | 07:29 | 11:32 | 12:50 | 14:55 | 29:52 | 03:23 | 02:30 |
 | Bane | 43 | 44.79% | 90.5 | 60.47% | +1.98% | +12.26% | -5.92% | -3.83% | 15:49 | 09:14 | 12:53 | 16:13 | 17:38 | 28:13 | 04:45 | 03:31 |
 | Jakiro | 20 | 32.79% | 88.9 | 65.00% | +30.85% | +15.00% | -25.00% | -10.39% | 14:07 | 08:35 | 12:24 | 13:26 | 16:15 | 19:56 | 03:51 | 02:51 |
 | Puck | 29 | 10.07% | 87.3 | 68.97% | +15.30% | +2.46% | +2.46% | 0.00% | 24:45 | 17:17 | 19:58 | 24:58 | 28:09 | 39:16 | 08:11 | 06:03 |
 | Warlock | 70 | 64.81% | 85.7 | 55.71% | +10.97% | +10.96% | -8.65% | -4.07% | 15:22 | 09:38 | 12:25 | 14:10 | 17:14 | 30:17 | 04:49 | 03:34 |
 | Zeus | 148 | 96.73% | 84.1 | 51.35% | +11.35% | +2.70% | +5.41% | 0.56% | 09:47 | 04:31 | 07:04 | 08:31 | 11:55 | 21:41 | 04:51 | 03:35 |
 | Treant Protector | 22 | 22.68% | 82.5 | 63.64% | +3.64% | -13.64% | -3.64% | 0.73% | 19:48 | 08:48 | 13:01 | 15:28 | 26:48 | 50:06 | 13:47 | 10:12 |
 | Pangolier | 72 | 66.06% | 81.0 | 52.78% | +12.24% | -2.78% | +8.33% | 4.27% | 09:54 | 05:21 | 07:23 | 08:14 | 09:59 | 32:56 | 02:36 | 01:55 |
 | Marci | 109 | 41.60% | 79.4 | 53.21% | +6.15% | -5.06% | +2.35% | 1.13% | 14:47 | 05:03 | 10:55 | 13:19 | 17:28 | 37:19 | 06:33 | 04:51 |
 | Mirana | 17 | 20.00% | 77.8 | 64.71% | +16.18% | -14.71% | +10.29% | 1.37% | 21:20 | 07:29 | 09:31 | 20:29 | 27:49 | 57:09 | 18:18 | 13:33 |
 | Dazzle | 41 | 78.85% | 76.2 | 51.22% | +33.04% | +8.78% | -11.22% | -2.82% | 15:47 | 06:35 | 10:45 | 13:54 | 17:51 | 41:22 | 07:06 | 05:15 |
 | Enigma | 88 | 61.54% | 74.6 | 51.14% | -21.59% | +3.41% | -1.14% | -1.28% | 08:54 | 03:43 | 05:47 | 06:56 | 09:20 | 41:27 | 03:33 | 02:37 |
 | Rubick | 82 | 87.23% | 73.0 | 48.78% | -9.55% | +3.60% | -8.78% | -3.33% | 11:11 | 05:53 | 09:07 | 10:54 | 12:50 | 21:06 | 03:43 | 02:45 |
 | Grimstroke | 46 | 46.46% | 71.4 | 52.17% | +16.32% | -18.84% | +20.56% | 5.34% | 14:50 | 06:45 | 11:00 | 12:33 | 18:23 | 33:22 | 07:23 | 05:28 |
 | Timbersaw | 107 | 100.00% | 69.8 | 45.79% | +45.79% | -1.35% | -16.16% | -5.20% | 08:20 | 05:07 | 06:47 | 07:50 | 09:38 | 21:11 | 02:51 | 02:06 |
 | Snapfire | 69 | 34.50% | 68.3 | 49.28% | -0.34% | +3.66% | +9.54% | 1.69% | 13:39 | 08:06 | 10:15 | 12:12 | 13:44 | 43:23 | 03:29 | 02:34 |
 | Hoodwink | 78 | 79.59% | 66.7 | 43.59% | -1.41% | -3.59% | +3.78% | 1.77% | 14:14 | 07:45 | 11:32 | 13:04 | 15:42 | 27:28 | 04:10 | 03:05 |
 | Venomancer | 2 | 9.52% | 65.1 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 31:56 | 26:53 | 26:53 | 36:58 | 36:58 | 36:58 | 10:05 | 07:28 |
 | Dawnbreaker | 81 | 28.42% | 63.5 | 45.68% | +4.01% | +14.32% | -15.68% | -9.73% | 12:21 | 04:21 | 10:17 | 11:47 | 13:22 | 39:13 | 03:05 | 02:17 |
 | Chen | 2 | 7.14% | 61.9 | 100.00% | +38.46% | 0.00% | 0.00% | 0.00% | 13:45 | 11:25 | 11:25 | 16:04 | 16:04 | 16:04 | 04:39 | 03:26 |
 | Witch Doctor | 8 | 47.06% | 60.3 | 50.00% | +16.67% | 0.00% | 0.00% | 0.00% | 19:58 | 09:10 | 11:14 | 13:39 | 18:54 | 46:15 | 07:40 | 05:40 |
 | Shadow Shaman | 35 | 50.00% | 58.7 | 42.86% | -2.85% | +12.70% | +34.92% | 5.27% | 13:28 | 05:05 | 10:23 | 12:11 | 14:36 | 30:39 | 04:13 | 03:07 |
 | Brewmaster | 13 | 20.97% | 57.1 | 53.85% | +8.95% | +46.15% | +46.15% | 0.00% | 22:43 | 07:35 | 10:22 | 27:44 | 29:20 | 39:57 | 18:58 | 14:02 |
 | Death Prophet | 7 | 5.60% | 55.6 | 71.43% | +17.19% | +28.57% | -21.43% | 0.00% | 19:55 | 05:37 | 17:43 | 20:48 | 22:32 | 30:38 | 04:49 | 03:34 |
 | Leshrac | 50 | 87.72% | 54.0 | 36.00% | -6.86% | +17.85% | -11.00% | -15.74% | 08:04 | 05:20 | 06:41 | 07:35 | 08:31 | 24:59 | 01:50 | 01:21 |
 | Ogre Magi | 7 | 20.00% | 52.4 | 57.14% | -10.72% | -57.14% | +42.86% | 13.64% | 14:51 | 08:37 | 09:46 | 14:18 | 17:06 | 22:43 | 07:20 | 05:25 |
 | Dark Seer | 12 | 92.31% | 50.8 | 33.33% | +33.33% | +33.34% | 0.00% | -9.09% | 08:29 | 04:36 | 06:18 | 08:16 | 09:58 | 11:34 | 03:40 | 02:42 |
 | Broodmother | 5 | 62.50% | 49.2 | 40.00% | -26.67% | +60.00% | +60.00% | 0.00% | 09:26 | 06:03 | 06:03 | 07:24 | 08:58 | 17:30 | 02:55 | 02:09 |
 | Techies | 1 | 12.50% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Tusk | 2 | 2.86% | 46.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:13 | 14:38 | 14:38 | 33:47 | 33:47 | 33:47 | 19:09 | 14:11 |
 | Alchemist | 2 | 2.22% | 44.4 | 100.00% | +55.68% | 0.00% | 0.00% | 0.00% | 26:12 | 16:48 | 16:48 | 35:35 | 35:35 | 35:35 | 18:47 | 13:54 |
 | Nyx Assassin | 5 | 9.43% | 42.9 | 60.00% | +1.67% | -60.00% | +40.00% | 18.63% | 11:29 | 05:56 | 05:56 | 10:53 | 11:18 | 21:09 | 05:22 | 03:58 |
 | Beastmaster | 12 | 6.94% | 41.3 | 50.00% | -7.76% | -16.67% | +16.67% | 3.41% | 33:18 | 24:00 | 26:31 | 31:25 | 36:17 | 54:58 | 09:46 | 07:14 |
 | Enchantress | 4 | 2.84% | 39.7 | 75.00% | +29.74% | -75.00% | +25.00% | 0.00% | 18:05 | 10:05 | 10:05 | 11:58 | 14:33 | 35:44 | 04:28 | 03:18 |
 | Undying | 8 | 38.10% | 38.1 | 37.50% | -39.42% | -37.50% | +62.50% | 15.42% | 16:07 | 10:26 | 11:34 | 13:25 | 18:03 | 25:22 | 06:29 | 04:48 |
 | Void Spirit | 2 | 1.23% | 36.5 | 100.00% | +54.66% | 0.00% | 0.00% | 0.00% | 32:21 | 31:43 | 31:43 | 32:59 | 32:59 | 32:59 | 01:16 | 00:56 |
 | Shadow Demon | 11 | 78.57% | 34.9 | 27.27% | -6.06% | +6.06% | -27.27% | -10.36% | 11:33 | 08:31 | 09:16 | 11:19 | 12:29 | 18:46 | 03:13 | 02:22 |
 | Tidehunter | 4 | 19.05% | 33.3 | 50.00% | -2.94% | -50.00% | +50.00% | 0.00% | 18:26 | 07:50 | 07:50 | 10:14 | 19:21 | 36:17 | 11:31 | 08:31 |
 | Tiny | 24 | 6.17% | 31.7 | 37.50% | -16.75% | -20.83% | +12.50% | 2.92% | 13:34 | 04:05 | 07:24 | 09:40 | 18:49 | 28:37 | 11:25 | 08:27 |
 | Vengeful Spirit | 1 | 5.00% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 24:56 | 00:00 | 00:00 |
 | Windranger | 8 | 16.33% | 28.6 | 37.50% | -8.84% | +62.50% | +12.50% | -6.55% | 15:31 | 11:01 | 11:54 | 12:47 | 19:32 | 22:46 | 07:38 | 05:39 |
 | Invoker | 1 | 2.17% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 23:09 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 0.83% | 25.4 | 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 |
 | Clockwerk | 1 | 0.59% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Mars | 1 | 0.55% | 22.2 | 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 |
 | Abaddon | 2 | 6.45% | 20.6 | 50.00% | -1.72% | -50.00% | 0.00% | 0.00% | 16:28 | 15:43 | 15:43 | 17:12 | 17:12 | 17:12 | 01:29 | 01:05 |
 | Lina | 8 | 15.38% | 19.0 | 25.00% | -29.55% | -25.00% | -25.00% | 0.00% | 11:24 | 06:45 | 07:38 | 11:35 | 12:47 | 17:46 | 05:09 | 03:48 |
 | Doom | 2 | 2.13% | 17.5 | 50.00% | -3.26% | +50.00% | 0.00% | 0.00% | 31:42 | 25:39 | 25:39 | 37:44 | 37:44 | 37:44 | 12:05 | 08:57 |
 | Pugna | 3 | 7.69% | 15.9 | 33.33% | -5.56% | +66.67% | 0.00% | 0.00% | 11:41 | 09:31 | 09:31 | 10:55 | 14:36 | 14:36 | 05:05 | 03:45 |
 | Necrophos | 3 | 7.69% | 14.3 | 33.33% | -19.45% | +66.67% | 0.00% | 0.00% | 17:34 | 11:36 | 11:36 | 17:29 | 23:36 | 23:36 | 12:00 | 08:53 |
 | Viper | 2 | 1.74% | 12.7 | 50.00% | +3.98% | +50.00% | 0.00% | 0.00% | 10:16 | 08:58 | 08:58 | 11:34 | 11:34 | 11:34 | 02:36 | 01:55 |
 | Disruptor | 5 | 23.81% | 11.1 | 20.00% | -48.75% | -20.00% | -20.00% | 0.00% | 16:55 | 13:15 | 13:15 | 15:38 | 17:03 | 23:21 | 03:48 | 02:48 |
 | Dragon Knight | 2 | 1.34% | 9.5 | 50.00% | +5.78% | +50.00% | 0.00% | 0.00% | 06:59 | 06:20 | 06:20 | 07:37 | 07:37 | 07:37 | 01:17 | 00:57 |
 | Lich | 1 | 5.26% | 7.9 | 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 |
 | Batrider | 1 | 1.45% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 1.10% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 12:49 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 1.54% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 00:00 | 00:00 |
 | Omniknight | 1 | 50.00% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |