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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 | 1339 | 17.88% | 57.9 | 52.65% | +8.11% | +2.57% | +5.86% | 0.47% | 13:59 | 03:05 | 09:01 | 12:03 | 16:03 | 56:39 | 05:12 |
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 | |
 | Warlock | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 |
 | Mirana | 52 | 35.14% | 98.5 | 73.08% | +27.25% | -3.85% | -3.85% | 0.00% | 18:55 | 04:55 | 10:45 | 17:52 | 25:44 | 40:42 | 14:59 | 11:05 |
 | Timbersaw | 81 | 100.00% | 97.0 | 66.67% | +66.67% | -1.67% | -1.67% | 0.00% | 07:55 | 04:27 | 06:35 | 07:27 | 08:56 | 13:32 | 02:21 | 01:44 |
 | Ancient Apparition | 4 | 13.79% | 95.5 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 16:43 | 06:51 | 06:51 | 13:08 | 15:48 | 31:05 | 08:57 | 06:37 |
 | Brewmaster | 8 | 16.67% | 94.0 | 87.50% | +30.00% | +12.50% | +12.50% | 0.00% | 27:48 | 05:41 | 06:08 | 25:22 | 32:50 | 54:13 | 26:42 | 19:46 |
 | Lina | 9 | 10.71% | 92.5 | 88.89% | +44.89% | +11.11% | +11.11% | 0.00% | 11:51 | 08:20 | 08:41 | 11:20 | 13:09 | 19:41 | 04:28 | 03:18 |
 | Abaddon | 17 | 18.89% | 91.0 | 70.59% | +4.84% | +4.41% | +4.41% | 0.00% | 15:56 | 10:21 | 12:56 | 14:18 | 18:39 | 23:04 | 05:43 | 04:14 |
 | Rubick | 73 | 96.05% | 89.6 | 54.79% | +21.46% | +11.88% | -4.79% | -4.51% | 10:20 | 06:16 | 08:17 | 10:00 | 11:59 | 19:36 | 03:42 | 02:44 |
 | Sand King | 17 | 6.05% | 88.1 | 76.47% | +26.09% | +23.53% | -26.47% | -3.12% | 27:51 | 05:09 | 17:31 | 27:34 | 33:34 | 50:08 | 16:03 | 11:53 |
 | Shadow Demon | 86 | 69.92% | 86.6 | 55.81% | -3.65% | +12.37% | +15.62% | 0.67% | 13:26 | 03:05 | 09:57 | 11:43 | 14:47 | 56:39 | 04:50 | 03:34 |
 | Bane | 118 | 51.30% | 85.1 | 55.93% | -0.32% | -9.26% | +6.14% | 3.15% | 16:13 | 08:11 | 12:46 | 14:35 | 17:39 | 41:53 | 04:53 | 03:37 |
 | Leshrac | 71 | 84.52% | 83.6 | 52.11% | -9.43% | +31.22% | -24.33% | -35.08% | 08:03 | 05:22 | 07:03 | 07:39 | 08:38 | 25:35 | 01:35 | 01:10 |
 | Ogre Magi | 27 | 36.00% | 82.1 | 59.26% | +19.68% | -2.12% | -2.12% | 0.00% | 16:36 | 09:24 | 13:16 | 15:58 | 18:41 | 28:21 | 05:25 | 04:00 |
 | Winter Wyvern | 10 | 52.63% | 80.6 | 60.00% | +15.56% | +6.67% | -10.00% | -4.10% | 14:32 | 08:39 | 13:04 | 13:48 | 17:08 | 19:14 | 04:04 | 03:00 |
 | Hoodwink | 142 | 74.35% | 79.1 | 49.30% | +16.65% | +3.48% | +4.99% | 0.32% | 13:35 | 07:26 | 10:37 | 12:22 | 15:16 | 36:49 | 04:39 | 03:26 |
 | Death Prophet | 12 | 5.53% | 77.6 | 75.00% | +25.24% | +25.00% | -41.67% | 0.00% | 18:15 | 05:19 | 12:23 | 14:05 | 22:18 | 43:08 | 09:55 | 07:20 |
 | Pangolier | 119 | 62.63% | 76.1 | 49.58% | -5.35% | +3.75% | -2.91% | -2.26% | 11:09 | 05:11 | 07:56 | 08:57 | 10:53 | 37:35 | 02:57 | 02:11 |
 | Venomancer | 2 | 13.33% | 74.6 | 100.00% | +69.23% | 0.00% | 0.00% | 0.00% | 34:25 | 26:10 | 26:10 | 42:40 | 42:40 | 42:40 | 16:30 | 12:13 |
 | Shadow Shaman | 61 | 60.40% | 73.1 | 49.18% | -5.82% | +10.82% | +4.15% | -1.73% | 13:25 | 06:59 | 10:05 | 11:55 | 13:57 | 35:18 | 03:52 | 02:51 |
 | Centaur Warrunner | 6 | 26.09% | 71.6 | 66.67% | +25.49% | +33.33% | +33.33% | 0.00% | 22:15 | 15:21 | 17:30 | 22:24 | 27:37 | 27:57 | 10:07 | 07:29 |
 | Dazzle | 6 | 75.00% | 70.1 | 50.00% | +50.00% | 0.00% | +50.00% | 5.69% | 19:05 | 09:42 | 13:03 | 15:46 | 21:50 | 36:57 | 08:47 | 06:30 |
 | Grimstroke | 104 | 57.14% | 68.7 | 45.19% | +5.45% | +8.66% | -2.88% | -3.16% | 13:24 | 06:48 | 10:20 | 12:18 | 13:59 | 51:27 | 03:39 | 02:42 |
 | Enigma | 11 | 78.57% | 67.2 | 45.45% | -21.22% | -45.45% | +21.22% | 7.60% | 14:42 | 04:48 | 05:29 | 09:23 | 14:15 | 36:38 | 08:46 | 06:29 |
 | Dark Seer | 16 | 84.21% | 65.7 | 43.75% | +43.75% | +6.25% | +6.25% | 0.00% | 09:57 | 04:25 | 06:42 | 08:00 | 10:54 | 29:45 | 04:12 | 03:06 |
 | Jakiro | 11 | 32.35% | 64.2 | 54.55% | -6.32% | -21.22% | +45.45% | 14.55% | 15:43 | 06:36 | 13:02 | 15:30 | 17:37 | 26:23 | 04:35 | 03:23 |
 | Skywrath Mage | 24 | 30.00% | 62.7 | 50.00% | -5.36% | -16.67% | -16.67% | 0.00% | 18:11 | 08:16 | 13:14 | 15:28 | 16:49 | 53:18 | 03:35 | 02:39 |
 | Magnus | 9 | 64.29% | 61.2 | 44.44% | -35.56% | +5.56% | +5.56% | 0.00% | 15:24 | 05:05 | 06:07 | 12:32 | 21:41 | 35:32 | 15:34 | 11:31 |
 | Undying | 37 | 56.06% | 59.7 | 40.54% | -7.74% | +15.02% | -18.32% | -8.66% | 15:34 | 04:18 | 12:07 | 13:53 | 15:58 | 43:11 | 03:51 | 02:51 |
 | Dawnbreaker | 8 | 40.00% | 58.2 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:52 | 07:48 | 10:02 | 13:14 | 13:50 | 17:02 | 03:48 | 02:48 |
 | Bounty Hunter | 1 | 16.67% | 56.7 | 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 |
 | Pugna | 36 | 27.91% | 55.2 | 41.67% | -6.72% | +13.89% | -19.45% | -6.80% | 09:58 | 04:48 | 06:48 | 09:46 | 11:42 | 18:06 | 04:54 | 03:37 |
 | Underlord | 5 | 13.89% | 53.7 | 60.00% | +5.16% | -60.00% | +40.00% | 7.71% | 14:02 | 06:37 | 06:37 | 14:41 | 19:35 | 20:28 | 12:58 | 09:36 |
 | Techies | 14 | 58.33% | 52.2 | 35.71% | +15.71% | -10.71% | -35.71% | -2.16% | 19:18 | 10:22 | 12:56 | 20:37 | 24:31 | 26:55 | 11:35 | 08:34 |
 | Oracle | 8 | 57.14% | 50.7 | 37.50% | -29.17% | -37.50% | +62.50% | 41.10% | 15:27 | 12:35 | 12:49 | 14:55 | 15:15 | 20:14 | 02:26 | 01:48 |
 | Broodmother | 6 | 75.00% | 49.3 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 07:17 | 04:13 | 05:55 | 06:11 | 09:47 | 09:52 | 03:52 | 02:51 |
 | Disruptor | 6 | 19.35% | 47.8 | 50.00% | +22.00% | +50.00% | -50.00% | -31.91% | 14:43 | 11:39 | 13:07 | 15:09 | 16:15 | 16:29 | 03:08 | 02:19 |
 | Earth Spirit | 5 | 7.81% | 46.3 | 60.00% | +12.54% | -60.00% | +40.00% | 3.58% | 31:38 | 09:02 | 09:02 | 31:00 | 36:59 | 54:15 | 27:57 | 20:42 |
 | Treant Protector | 6 | 14.63% | 44.8 | 50.00% | -1.43% | 0.00% | +50.00% | 7.44% | 18:40 | 12:22 | 15:45 | 16:51 | 22:28 | 25:05 | 06:43 | 04:58 |
 | Earthshaker | 6 | 60.00% | 43.3 | 33.33% | +8.33% | +66.67% | -33.33% | -5.48% | 12:20 | 05:18 | 05:59 | 06:27 | 24:13 | 24:28 | 18:14 | 13:30 |
 | Puck | 5 | 5.68% | 41.8 | 60.00% | +10.60% | +40.00% | -60.00% | 0.00% | 23:59 | 18:25 | 18:25 | 22:59 | 28:08 | 30:28 | 09:43 | 07:11 |
 | Snapfire | 25 | 22.94% | 40.3 | 32.00% | +2.24% | +18.00% | +18.00% | 0.00% | 13:11 | 06:04 | 08:29 | 12:18 | 13:25 | 31:37 | 04:56 | 03:39 |
 | Necrophos | 3 | 4.48% | 38.8 | 66.67% | +13.54% | -66.67% | 0.00% | 0.00% | 16:07 | 07:28 | 07:28 | 10:42 | 30:11 | 30:11 | 22:43 | 16:49 |
 | Zeus | 5 | 100.00% | 37.3 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 09:07 | 08:09 | 08:09 | 09:08 | 09:18 | 10:27 | 01:09 | 00:51 |
 | Storm Spirit | 12 | 5.77% | 35.8 | 41.67% | -13.43% | +25.00% | -8.34% | 0.00% | 08:56 | 07:16 | 07:48 | 08:38 | 09:45 | 12:00 | 01:57 | 01:26 |
 | Omniknight | 11 | 37.93% | 34.3 | 27.27% | -33.84% | -27.27% | +6.06% | 2.44% | 22:44 | 13:13 | 14:14 | 17:48 | 27:52 | 53:04 | 13:38 | 10:05 |
 | Bloodseeker | 1 | 2.78% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 27:29 | 00:00 | 00:00 |
 | Doom | 1 | 2.38% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Beastmaster | 1 | 2.13% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.96% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 1.27% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Dark Willow | 2 | 13.33% | 25.4 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 15:36 | 11:15 | 11:15 | 19:57 | 19:57 | 19:57 | 08:42 | 06:26 |
 | Tidehunter | 5 | 6.76% | 23.9 | 40.00% | +8.12% | -40.00% | -40.00% | 0.00% | 16:09 | 05:06 | 05:06 | 19:52 | 21:52 | 24:30 | 16:46 | 12:25 |
 | Enchantress | 11 | 8.59% | 22.4 | 27.27% | -29.14% | -27.27% | +39.40% | 12.27% | 17:51 | 07:42 | 11:52 | 13:58 | 17:18 | 31:34 | 05:26 | 04:01 |
 | Mars | 1 | 0.39% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Vengeful Spirit | 2 | 6.90% | 19.4 | 50.00% | -12.96% | +50.00% | 0.00% | 0.00% | 21:43 | 21:38 | 21:38 | 21:48 | 21:48 | 21:48 | 00:10 | 00:07 |
 | Gyrocopter | 2 | 2.63% | 17.9 | 50.00% | +10.81% | -50.00% | 0.00% | 0.00% | 15:08 | 13:45 | 13:45 | 16:31 | 16:31 | 16:31 | 02:46 | 02:02 |
 | Void Spirit | 2 | 2.63% | 16.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 33:57 | 27:59 | 27:59 | 39:54 | 39:54 | 39:54 | 11:55 | 08:49 |
 | Nyx Assassin | 3 | 7.69% | 14.9 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 24:59 | 13:24 | 13:24 | 27:21 | 34:11 | 34:11 | 20:47 | 15:23 |
 | Viper | 1 | 1.92% | 13.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.51% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 51:46 | 00:00 | 00:00 |
 | Bristleback | 1 | 8.33% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 00:00 | 00:00 |
 | Tiny | 1 | 0.38% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Chen | 1 | 7.69% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Tusk | 1 | 1.14% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 50.00% | 4.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 23:00 | 10:22 | 10:22 | 35:38 | 35:38 | 35:38 | 25:16 | 18:42 |
 | Witch Doctor | 1 | 25.00% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Keeper of the Light | 1 | 0.55% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 49:20 | 00:00 | 00:00 |