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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 | 274 | 38.59% | 81.0 | 54.01% | +21.62% | +8.31% | -2.54% | -1.76% | 10:11 | 03:45 | 06:23 | 09:15 | 12:32 | 41:09 | 04:33 |
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 | |
 | Underlord | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 06:26 | 04:49 | 04:49 | 08:02 | 08:02 | 08:02 | 03:13 | 02:22 |
 | Treant Protector | 3 | 60.00% | 97.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:28 | 09:15 | 09:15 | 12:14 | 12:56 | 12:56 | 03:41 | 02:43 |
 | Pangolier | 15 | 75.00% | 95.7 | 80.00% | 0.00% | -5.00% | -5.00% | 0.00% | 07:50 | 05:39 | 06:19 | 06:54 | 07:50 | 17:11 | 01:31 | 01:07 |
 | Dark Seer | 4 | 100.00% | 93.5 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 07:26 | 05:57 | 05:57 | 06:29 | 06:41 | 10:35 | 00:44 | 00:32 |
 | Gyrocopter | 2 | 40.00% | 91.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 30:44 | 20:18 | 20:18 | 41:09 | 41:09 | 41:09 | 20:51 | 15:26 |
 | Mirana | 16 | 80.00% | 89.1 | 75.00% | +25.00% | 0.00% | -50.00% | -11.95% | 12:22 | 08:22 | 09:36 | 11:05 | 13:47 | 26:14 | 04:11 | 03:05 |
 | Broodmother | 7 | 100.00% | 87.0 | 71.43% | +71.43% | +28.57% | -21.43% | -28.85% | 06:52 | 05:19 | 05:39 | 06:53 | 07:23 | 09:17 | 01:44 | 01:17 |
 | Venomancer | 4 | 80.00% | 84.8 | 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 |
 | Pugna | 3 | 100.00% | 82.6 | 66.67% | +66.67% | +33.33% | 0.00% | -26.66% | 06:11 | 05:30 | 05:30 | 06:18 | 06:45 | 06:45 | 01:15 | 00:55 |
 | Dawnbreaker | 3 | 100.00% | 80.4 | 66.67% | +66.67% | +33.33% | 0.00% | -8.89% | 07:04 | 05:16 | 05:16 | 06:55 | 09:01 | 09:01 | 03:45 | 02:46 |
 | Undying | 16 | 64.00% | 78.3 | 68.75% | +13.19% | +6.25% | -43.75% | -10.53% | 12:24 | 04:46 | 10:15 | 12:53 | 15:00 | 18:04 | 04:45 | 03:31 |
 | Silencer | 5 | 100.00% | 76.1 | 60.00% | +60.00% | +40.00% | -60.00% | -24.39% | 16:52 | 09:22 | 09:22 | 13:10 | 13:28 | 35:44 | 04:06 | 03:02 |
 | Rubick | 34 | 94.44% | 73.9 | 55.88% | +5.88% | +10.79% | +6.62% | -1.26% | 11:27 | 07:29 | 09:44 | 11:06 | 13:03 | 19:58 | 03:19 | 02:27 |
 | Beastmaster | 21 | 84.00% | 71.7 | 57.14% | -17.86% | +2.86% | +22.86% | 10.08% | 07:03 | 03:59 | 05:02 | 06:16 | 07:01 | 19:08 | 01:59 | 01:28 |
 | Death Prophet | 13 | 61.90% | 69.6 | 61.54% | +36.54% | +38.46% | -61.54% | -63.83% | 07:08 | 05:11 | 05:53 | 06:37 | 07:27 | 10:20 | 01:34 | 01:09 |
 | Tidehunter | 11 | 84.62% | 67.4 | 54.55% | +4.55% | +45.45% | -21.22% | -15.75% | 07:34 | 04:34 | 05:15 | 06:53 | 09:29 | 12:32 | 04:14 | 03:08 |
 | Bane | 2 | 100.00% | 65.2 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 15:40 | 15:32 | 15:32 | 15:48 | 15:48 | 15:48 | 00:16 | 00:11 |
 | Keeper of the Light | 5 | 50.00% | 63.0 | 60.00% | +40.00% | +40.00% | +40.00% | 0.00% | 09:16 | 06:31 | 06:31 | 09:25 | 09:45 | 12:18 | 03:14 | 02:23 |
 | Timbersaw | 9 | 100.00% | 60.9 | 44.44% | +44.44% | +5.56% | -44.44% | -12.40% | 08:12 | 05:44 | 05:47 | 06:45 | 09:49 | 12:51 | 04:02 | 02:59 |
 | Leshrac | 7 | 100.00% | 58.7 | 42.86% | +42.86% | -42.86% | +57.14% | 60.00% | 05:54 | 03:52 | 04:53 | 06:11 | 06:33 | 07:16 | 01:40 | 01:14 |
 | Hoodwink | 9 | 90.00% | 56.5 | 44.44% | +44.44% | +55.56% | -44.44% | -23.08% | 12:39 | 08:05 | 09:54 | 10:11 | 14:14 | 22:13 | 04:20 | 03:12 |
 | Earthshaker | 7 | 77.78% | 54.3 | 42.86% | -7.14% | -42.86% | +57.14% | 36.36% | 12:07 | 06:44 | 08:01 | 10:22 | 10:46 | 27:16 | 02:45 | 02:02 |
 | Zeus | 8 | 100.00% | 52.2 | 37.50% | +37.50% | +12.50% | -37.50% | -39.47% | 05:17 | 03:53 | 04:26 | 05:00 | 05:42 | 07:17 | 01:16 | 00:56 |
 | Disruptor | 12 | 36.36% | 50.0 | 50.00% | -16.67% | +50.00% | +16.67% | -10.99% | 13:14 | 08:00 | 10:59 | 12:00 | 14:01 | 23:03 | 03:02 | 02:14 |
 | Snapfire | 21 | 77.78% | 47.8 | 38.10% | +4.77% | +21.90% | +21.90% | 0.00% | 09:19 | 04:14 | 06:05 | 08:58 | 12:30 | 16:02 | 06:25 | 04:45 |
 | Enigma | 9 | 100.00% | 45.7 | 33.33% | +33.33% | +16.67% | -33.33% | -30.30% | 04:52 | 03:45 | 03:49 | 04:35 | 05:28 | 07:16 | 01:39 | 01:13 |
 | Doom | 1 | 14.29% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:39 | 05:39 | 05:39 | 05:39 | 05:39 | 05:39 | 00:00 | 00:00 |
 | Io | 1 | 14.29% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 21:26 | 00:00 | 00:00 |
 | Tiny | 3 | 12.00% | 39.1 | 66.67% | +34.85% | +33.33% | 0.00% | 0.00% | 23:56 | 19:16 | 19:16 | 26:11 | 26:22 | 26:22 | 07:06 | 05:15 |
 | Crystal Maiden | 2 | 28.57% | 37.0 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 12:33 | 09:11 | 09:11 | 15:54 | 15:54 | 15:54 | 06:43 | 04:58 |
 | Ogre Magi | 1 | 50.00% | 34.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 15:58 | 00:00 | 00:00 |
 | Lina | 1 | 50.00% | 32.6 | 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 |
 | Dazzle | 1 | 100.00% | 30.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 100.00% | 28.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 00:00 | 00:00 |
 | Tusk | 1 | 11.11% | 26.1 | 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 |
 | Visage | 2 | 50.00% | 23.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 12:56 | 09:10 | 09:10 | 16:42 | 16:42 | 16:42 | 07:32 | 05:34 |
 | Jakiro | 2 | 66.67% | 21.7 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 10:15 | 06:51 | 06:51 | 13:39 | 13:39 | 13:39 | 06:48 | 05:02 |
 | Primal Beast | 1 | 11.11% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:27 | 07:27 | 07:27 | 07:27 | 07:27 | 07:27 | 00:00 | 00:00 |
 | Mars | 1 | 50.00% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:19 | 06:19 | 06:19 | 06:19 | 06:19 | 06:19 | 00:00 | 00:00 |
 | Magnus | 1 | 100.00% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 07:03 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 66.67% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:38 | 23:53 | 23:53 | 27:23 | 27:23 | 27:23 | 03:30 | 02:35 |
 | Clockwerk | 1 | 5.88% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 9.09% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Lich | 1 | 50.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 12:18 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 100.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 06:42 | 00:00 | 00:00 |
 | Techies | 1 | 100.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |