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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 | 1388 | 32.58% | 64.8 | 52.52% | +16.01% | +8.29% | -0.07% | -1.32% | 11:01 | 03:21 | 06:40 | 09:30 | 13:00 | 58:33 | 04:41 |
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 | |
 | Oracle | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 11:06 | 07:30 | 07:30 | 14:41 | 14:41 | 14:41 | 07:11 | 05:19 |
 | Warlock | 3 | 37.50% | 98.5 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 13:25 | 10:56 | 10:56 | 13:40 | 15:39 | 15:39 | 04:43 | 03:29 |
 | Witch Doctor | 10 | 90.91% | 97.0 | 80.00% | +80.00% | +20.00% | -30.00% | -16.13% | 08:46 | 04:15 | 05:12 | 06:42 | 08:18 | 23:16 | 03:06 | 02:17 |
 | Pugna | 17 | 89.47% | 95.5 | 76.47% | +76.47% | -1.47% | -1.47% | 0.00% | 08:08 | 04:36 | 05:08 | 07:30 | 10:22 | 13:09 | 05:14 | 03:52 |
 | Chen | 2 | 40.00% | 93.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 19:12 | 14:31 | 14:31 | 23:53 | 23:53 | 23:53 | 09:22 | 06:56 |
 | Dawnbreaker | 11 | 57.89% | 92.4 | 72.73% | +47.73% | -6.06% | -6.06% | 0.00% | 06:03 | 03:29 | 04:51 | 06:05 | 06:31 | 09:01 | 01:40 | 01:14 |
 | Venomancer | 4 | 66.67% | 90.9 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 07:31 | 05:35 | 05:35 | 06:57 | 07:44 | 09:47 | 02:09 | 01:35 |
 | Dark Seer | 24 | 100.00% | 89.4 | 62.50% | +62.50% | +20.83% | -12.50% | -13.51% | 06:07 | 04:00 | 04:28 | 04:56 | 06:56 | 11:21 | 02:28 | 01:49 |
 | Doom | 24 | 39.34% | 87.9 | 66.67% | +7.21% | +33.33% | 0.00% | -4.66% | 11:05 | 03:58 | 04:43 | 07:02 | 11:52 | 37:18 | 07:09 | 05:17 |
 | Timbersaw | 52 | 100.00% | 86.4 | 57.69% | +57.69% | +11.54% | -19.23% | -9.82% | 07:29 | 04:21 | 05:54 | 06:46 | 09:02 | 12:51 | 03:08 | 02:19 |
 | Beastmaster | 77 | 62.10% | 84.8 | 59.74% | +19.31% | +13.94% | -1.85% | -3.08% | 09:50 | 03:59 | 05:06 | 06:23 | 10:14 | 41:20 | 05:08 | 03:48 |
 | Mirana | 83 | 69.75% | 83.3 | 59.04% | -7.63% | -1.90% | +2.86% | 0.86% | 14:21 | 06:55 | 10:43 | 12:46 | 16:14 | 35:28 | 05:31 | 04:05 |
 | Disruptor | 57 | 33.53% | 81.8 | 63.16% | +6.52% | +8.27% | -6.02% | -4.06% | 14:00 | 06:21 | 11:43 | 13:03 | 15:14 | 32:34 | 03:31 | 02:36 |
 | Treant Protector | 20 | 39.22% | 80.3 | 65.00% | +35.97% | +15.00% | -25.00% | -3.87% | 18:48 | 09:15 | 12:56 | 14:43 | 23:16 | 40:09 | 10:20 | 07:39 |
 | Silencer | 18 | 33.33% | 78.8 | 66.67% | +25.00% | +13.33% | -16.67% | -11.11% | 17:55 | 09:22 | 12:48 | 14:13 | 15:30 | 58:33 | 02:42 | 02:00 |
 | Undying | 71 | 57.26% | 77.3 | 57.75% | +21.90% | +3.36% | +8.92% | 1.52% | 14:07 | 04:46 | 12:00 | 13:40 | 15:40 | 36:57 | 03:40 | 02:42 |
 | Leshrac | 68 | 100.00% | 75.8 | 52.94% | +52.94% | +5.88% | -23.53% | -20.76% | 06:11 | 03:21 | 05:32 | 06:09 | 06:57 | 08:55 | 01:25 | 01:02 |
 | Pangolier | 94 | 88.68% | 74.2 | 52.13% | -22.87% | +14.54% | -4.30% | -10.09% | 08:18 | 04:23 | 07:17 | 08:14 | 09:09 | 17:11 | 01:52 | 01:22 |
 | Keeper of the Light | 22 | 46.81% | 72.7 | 59.09% | +23.09% | +40.91% | -39.09% | -16.16% | 12:11 | 06:31 | 08:59 | 09:56 | 13:56 | 33:08 | 04:57 | 03:40 |
 | Death Prophet | 58 | 60.42% | 71.2 | 53.45% | +11.34% | +19.88% | -24.88% | -27.69% | 07:01 | 04:16 | 05:53 | 06:40 | 07:30 | 13:33 | 01:37 | 01:11 |
 | Broodmother | 54 | 100.00% | 69.7 | 48.15% | +48.15% | +16.14% | -32.77% | -32.25% | 06:57 | 04:45 | 06:08 | 06:32 | 07:39 | 10:31 | 01:31 | 01:07 |
 | Zeus | 25 | 100.00% | 68.2 | 48.00% | +48.00% | +18.67% | +2.00% | -9.53% | 06:42 | 03:53 | 05:12 | 05:58 | 06:57 | 15:08 | 01:45 | 01:17 |
 | Enigma | 47 | 100.00% | 66.7 | 46.81% | +46.81% | -5.14% | +3.19% | 6.94% | 05:50 | 03:45 | 05:00 | 05:35 | 06:12 | 14:25 | 01:12 | 00:53 |
 | Tidehunter | 37 | 82.22% | 65.2 | 48.65% | +11.15% | +18.02% | -4.21% | -6.44% | 08:43 | 04:29 | 06:31 | 07:18 | 09:58 | 38:28 | 03:27 | 02:33 |
 | Rubick | 182 | 92.86% | 63.6 | 45.60% | +9.89% | +4.40% | +1.07% | -0.94% | 11:32 | 04:36 | 09:24 | 11:08 | 12:56 | 40:02 | 03:32 | 02:37 |
 | Earthshaker | 20 | 64.52% | 62.1 | 50.00% | +13.64% | -10.00% | +30.00% | 2.37% | 15:43 | 06:44 | 08:29 | 10:22 | 25:23 | 34:57 | 16:54 | 12:31 |
 | Ancient Apparition | 1 | 25.00% | 60.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 14:36 | 00:00 | 00:00 |
 | Magnus | 7 | 100.00% | 59.1 | 42.86% | +42.86% | -42.86% | +7.14% | 20.55% | 08:18 | 03:27 | 04:37 | 05:58 | 07:03 | 24:56 | 02:26 | 01:48 |
 | Gyrocopter | 2 | 10.00% | 57.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 30:44 | 20:18 | 20:18 | 41:09 | 41:09 | 41:09 | 20:51 | 15:26 |
 | Snapfire | 79 | 68.70% | 56.1 | 43.04% | +6.93% | +6.96% | -3.04% | -1.62% | 10:49 | 04:05 | 06:39 | 10:13 | 12:50 | 33:19 | 06:11 | 04:34 |
 | Tiny | 19 | 12.58% | 54.5 | 57.89% | +10.16% | -37.89% | +2.11% | 1.85% | 23:09 | 08:32 | 09:44 | 23:30 | 31:22 | 53:01 | 21:38 | 16:01 |
 | Visage | 9 | 34.62% | 53.0 | 55.56% | -9.15% | -5.56% | +44.44% | 0.00% | 12:59 | 04:54 | 05:46 | 12:08 | 16:42 | 26:54 | 10:56 | 08:05 |
 | Skywrath Mage | 11 | 57.89% | 51.5 | 45.45% | +32.95% | +21.22% | +54.55% | 19.61% | 13:59 | 11:19 | 12:40 | 13:27 | 14:22 | 17:37 | 01:42 | 01:15 |
 | Hoodwink | 40 | 90.91% | 50.0 | 37.50% | +37.50% | +2.50% | -7.50% | -2.84% | 12:26 | 04:50 | 10:06 | 11:35 | 13:37 | 26:45 | 03:31 | 02:36 |
 | Underlord | 7 | 70.00% | 48.5 | 42.86% | +9.53% | +57.14% | -42.86% | -33.15% | 07:31 | 04:49 | 05:24 | 08:02 | 08:25 | 10:25 | 03:01 | 02:14 |
 | Jakiro | 14 | 56.00% | 47.0 | 42.86% | +24.68% | +7.14% | +23.81% | 2.67% | 15:00 | 06:51 | 10:57 | 13:39 | 17:12 | 32:21 | 06:15 | 04:37 |
 | Phoenix | 2 | 5.56% | 45.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:01 | 23:59 | 23:59 | 26:03 | 26:03 | 26:03 | 02:04 | 01:31 |
 | Lich | 3 | 23.08% | 43.9 | 66.67% | +46.67% | -66.67% | 0.00% | 16.13% | 14:59 | 12:18 | 12:18 | 16:14 | 16:26 | 16:26 | 04:08 | 03:03 |
 | Techies | 14 | 77.78% | 42.4 | 35.71% | -64.29% | -10.71% | -2.38% | 1.61% | 11:51 | 07:02 | 08:06 | 09:41 | 13:17 | 22:21 | 05:11 | 03:50 |
 | Centaur Warrunner | 5 | 16.67% | 40.9 | 60.00% | +40.00% | +40.00% | -60.00% | 0.00% | 19:57 | 09:12 | 09:12 | 17:36 | 28:40 | 30:15 | 19:28 | 14:25 |
 | Ogre Magi | 2 | 50.00% | 39.4 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 14:44 | 13:29 | 13:29 | 15:58 | 15:58 | 15:58 | 02:29 | 01:50 |
 | Crystal Maiden | 6 | 23.08% | 37.9 | 50.00% | +15.00% | -50.00% | +50.00% | 11.56% | 15:43 | 08:45 | 09:11 | 15:54 | 17:50 | 26:11 | 08:39 | 06:24 |
 | Shadow Demon | 9 | 64.29% | 36.4 | 33.33% | -6.67% | +16.67% | -33.33% | -12.66% | 11:30 | 08:20 | 08:51 | 12:28 | 12:48 | 13:12 | 03:57 | 02:55 |
 | Primal Beast | 11 | 12.64% | 34.8 | 45.45% | -0.60% | -12.12% | -45.45% | -10.75% | 09:38 | 06:00 | 08:04 | 09:58 | 11:10 | 11:55 | 03:06 | 02:17 |
 | Storm Spirit | 8 | 9.41% | 33.3 | 50.00% | -5.84% | 0.00% | -50.00% | -50.00% | 06:20 | 05:29 | 05:33 | 06:18 | 06:29 | 07:47 | 00:56 | 00:41 |
 | Void Spirit | 2 | 40.00% | 31.8 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 08:10 | 07:17 | 07:17 | 09:02 | 09:02 | 09:02 | 01:45 | 01:17 |
 | Io | 3 | 6.98% | 30.3 | 66.67% | +11.67% | +33.33% | 0.00% | 0.00% | 27:16 | 21:26 | 21:26 | 25:09 | 35:14 | 35:14 | 13:48 | 10:13 |
 | Riki | 4 | 19.05% | 28.8 | 50.00% | +2.94% | +50.00% | -50.00% | 0.00% | 21:14 | 16:24 | 16:24 | 17:52 | 19:34 | 31:05 | 03:10 | 02:20 |
 | Elder Titan | 1 | 5.00% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 00:00 | 00:00 |
 | Bane | 4 | 80.00% | 25.8 | 25.00% | -75.00% | -25.00% | +75.00% | 98.36% | 15:06 | 14:31 | 14:31 | 14:31 | 15:32 | 15:48 | 01:01 | 00:45 |
 | Dragon Knight | 7 | 11.86% | 24.2 | 42.86% | -22.52% | +7.14% | +7.14% | 0.00% | 24:08 | 08:08 | 18:58 | 27:39 | 28:42 | 29:15 | 09:44 | 07:12 |
 | Enchantress | 3 | 3.03% | 22.7 | 66.67% | +10.42% | +33.33% | 0.00% | 0.00% | 20:37 | 17:04 | 17:04 | 20:46 | 24:01 | 24:01 | 06:57 | 05:08 |
 | Abaddon | 1 | 3.03% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Grimstroke | 6 | 100.00% | 19.7 | 16.67% | +16.67% | +33.33% | -16.67% | -26.09% | 10:08 | 08:46 | 09:03 | 09:57 | 10:58 | 11:12 | 01:55 | 01:25 |
 | Dazzle | 3 | 37.50% | 18.2 | 33.33% | -6.67% | -33.33% | 0.00% | 1.69% | 19:00 | 12:14 | 12:14 | 12:51 | 31:55 | 31:55 | 19:41 | 14:34 |
 | Ember Spirit | 1 | 0.93% | 16.7 | 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 |
 | Alchemist | 2 | 5.41% | 15.2 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 10:05 | 09:42 | 09:42 | 10:28 | 10:28 | 10:28 | 00:46 | 00:34 |
 | Clockwerk | 2 | 1.67% | 13.6 | 50.00% | -7.63% | -50.00% | 0.00% | 0.00% | 33:33 | 29:33 | 29:33 | 37:32 | 37:32 | 37:32 | 07:59 | 05:54 |
 | Tusk | 3 | 3.57% | 12.1 | 33.33% | -16.05% | -33.33% | 0.00% | 0.00% | 18:27 | 09:21 | 09:21 | 10:21 | 35:40 | 35:40 | 26:19 | 19:29 |
 | Lina | 1 | 11.11% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:59 | 05:59 | 05:59 | 05:59 | 05:59 | 05:59 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 100.00% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 00:00 | 00:00 |
 | Omniknight | 1 | 33.33% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Mars | 4 | 22.22% | 6.1 | 0.00% | -35.71% | 0.00% | 0.00% | 0.00% | 08:16 | 06:19 | 06:19 | 08:13 | 08:54 | 09:37 | 02:35 | 01:54 |
 | Nyx Assassin | 1 | 25.00% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 13:32 | 00:00 | 00:00 |
 | Brewmaster | 5 | 71.43% | 3.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 08:23 | 06:41 | 06:41 | 07:23 | 09:38 | 11:13 | 02:57 | 02:11 |
 | Outworld Destroyer | 2 | 16.67% | 1.5 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 25:38 | 23:53 | 23:53 | 27:23 | 27:23 | 27:23 | 03:30 | 02:35 |