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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 | |
 | Tranquil Boots | 336 | 19.53% | 73.9 | 53.87% | +10.57% | +3.27% | -1.49% | -0.73% | 12:09 | 01:23 | 07:05 | 09:52 | 13:36 | 39:55 | 04:49 |
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 | |
 | Disruptor | 4 | 100.00% | 100.0 | 75.00% | +75.00% | +25.00% | -75.00% | 0.00% | 12:06 | 10:16 | 10:16 | 10:31 | 12:43 | 14:52 | 02:27 | 01:48 |
 | Witch Doctor | 1 | 50.00% | 98.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 38:37 | 00:00 | 00:00 |
 | Visage | 15 | 93.75% | 96.1 | 66.67% | -33.33% | -16.67% | +8.33% | 2.99% | 12:34 | 04:06 | 05:50 | 07:26 | 14:12 | 35:03 | 08:22 | 06:11 |
 | Keeper of the Light | 3 | 17.65% | 94.1 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 06:00 | 03:43 | 03:43 | 04:36 | 09:41 | 09:41 | 05:58 | 04:25 |
 | Nyx Assassin | 15 | 88.24% | 92.2 | 60.00% | -40.00% | +15.00% | -35.00% | -8.31% | 09:49 | 02:42 | 05:24 | 08:45 | 11:25 | 29:07 | 06:01 | 04:27 |
 | Batrider | 3 | 12.50% | 90.2 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 08:28 | 05:57 | 05:57 | 06:01 | 13:25 | 13:25 | 07:28 | 05:31 |
 | Clockwerk | 32 | 91.43% | 88.2 | 56.25% | -43.75% | +6.25% | -18.75% | -7.04% | 09:44 | 06:10 | 07:43 | 09:30 | 11:16 | 13:56 | 03:33 | 02:37 |
 | Tiny | 68 | 66.67% | 86.3 | 57.35% | +4.41% | +1.47% | +1.47% | 0.00% | 08:15 | 01:23 | 06:09 | 07:13 | 09:19 | 31:42 | 03:10 | 02:20 |
 | Abaddon | 6 | 100.00% | 84.3 | 50.00% | +50.00% | 0.00% | +50.00% | 0.00% | 15:58 | 09:13 | 12:15 | 12:42 | 22:04 | 24:25 | 09:49 | 07:16 |
 | Shadow Demon | 2 | 100.00% | 82.4 | 50.00% | +50.00% | +50.00% | 0.00% | -6.12% | 21:52 | 17:47 | 17:47 | 25:57 | 25:57 | 25:57 | 08:10 | 06:02 |
 | Vengeful Spirit | 2 | 100.00% | 80.4 | 50.00% | +50.00% | +50.00% | 0.00% | -28.04% | 11:19 | 10:25 | 10:25 | 12:12 | 12:12 | 12:12 | 01:47 | 01:19 |
 | Phoenix | 14 | 100.00% | 78.4 | 50.00% | +50.00% | 0.00% | -50.00% | -17.96% | 10:56 | 06:21 | 09:44 | 10:39 | 12:31 | 13:32 | 02:47 | 02:03 |
 | Earth Spirit | 6 | 37.50% | 76.5 | 66.67% | +36.67% | +33.33% | +33.33% | 0.00% | 08:07 | 03:39 | 04:45 | 06:07 | 10:40 | 16:10 | 05:55 | 04:22 |
 | Doom | 6 | 37.50% | 74.5 | 66.67% | +26.67% | -16.67% | +33.33% | 0.00% | 06:05 | 03:48 | 04:41 | 05:11 | 08:19 | 08:52 | 03:38 | 02:41 |
 | Winter Wyvern | 12 | 20.34% | 72.5 | 66.67% | +2.84% | 0.00% | 0.00% | 0.00% | 21:37 | 08:51 | 11:41 | 22:35 | 28:13 | 39:09 | 16:32 | 12:14 |
 | Tusk | 12 | 80.00% | 70.6 | 50.00% | +16.67% | +50.00% | +16.67% | -8.20% | 08:27 | 05:14 | 06:36 | 07:24 | 10:40 | 12:15 | 04:04 | 03:00 |
 | Bane | 12 | 63.16% | 68.6 | 50.00% | -35.71% | -50.00% | -16.67% | 7.35% | 14:13 | 08:52 | 10:27 | 13:28 | 14:59 | 23:24 | 04:32 | 03:21 |
 | Brewmaster | 7 | 38.89% | 66.7 | 57.14% | +11.69% | -7.14% | -57.14% | -10.38% | 09:49 | 04:15 | 04:25 | 07:34 | 09:14 | 23:12 | 04:49 | 03:34 |
 | Mars | 2 | 7.41% | 64.7 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 06:26 | 06:07 | 06:07 | 06:45 | 06:45 | 06:45 | 00:38 | 00:28 |
 | Rubick | 7 | 30.43% | 62.7 | 57.14% | +13.39% | -57.14% | -7.14% | 5.21% | 17:04 | 05:19 | 07:20 | 15:14 | 16:56 | 33:06 | 09:36 | 07:06 |
 | Enchantress | 4 | 12.90% | 60.8 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 22:42 | 10:16 | 10:16 | 20:25 | 28:23 | 31:44 | 18:07 | 13:25 |
 | Jakiro | 2 | 66.67% | 58.8 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 17:44 | 15:59 | 15:59 | 19:29 | 19:29 | 19:29 | 03:30 | 02:35 |
 | Beastmaster | 5 | 18.52% | 56.9 | 60.00% | +0.91% | +40.00% | -60.00% | 0.00% | 32:12 | 27:06 | 27:06 | 32:37 | 34:12 | 37:58 | 07:06 | 05:15 |
 | Marci | 22 | 36.67% | 54.9 | 40.91% | +11.96% | -24.24% | -20.91% | 0.62% | 10:54 | 03:22 | 07:38 | 08:47 | 13:01 | 38:57 | 05:23 | 03:59 |
 | Warlock | 8 | 23.53% | 52.9 | 50.00% | -7.69% | 0.00% | 0.00% | 0.00% | 20:10 | 12:12 | 13:01 | 16:19 | 23:38 | 36:28 | 10:37 | 07:51 |
 | Windranger | 1 | 12.50% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |
 | Dazzle | 5 | 13.51% | 49.0 | 60.00% | +13.12% | +40.00% | +40.00% | 0.00% | 15:42 | 07:25 | 07:25 | 12:09 | 25:16 | 26:06 | 17:51 | 13:13 |
 | Chen | 3 | 15.79% | 47.1 | 66.67% | -8.33% | +33.33% | 0.00% | 0.00% | 28:57 | 21:47 | 21:47 | 31:49 | 33:14 | 33:14 | 11:27 | 08:28 |
 | Venomancer | 2 | 50.00% | 45.1 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 14:01 | 13:58 | 13:58 | 14:03 | 14:03 | 14:03 | 00:05 | 00:03 |
 | Pudge | 1 | 11.11% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:01 | 05:01 | 05:01 | 05:01 | 05:01 | 05:01 | 00:00 | 00:00 |
 | Crystal Maiden | 6 | 75.00% | 41.2 | 33.33% | -16.67% | +16.67% | -33.33% | -7.61% | 11:07 | 06:26 | 07:05 | 11:02 | 13:39 | 14:52 | 06:34 | 04:51 |
 | Treant Protector | 2 | 40.00% | 39.2 | 50.00% | +50.00% | +50.00% | 0.00% | -9.46% | 09:35 | 06:56 | 06:56 | 12:13 | 12:13 | 12:13 | 05:17 | 03:54 |
 | Mirana | 1 | 6.25% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 39:55 | 00:00 | 00:00 |
 | Enigma | 4 | 13.79% | 35.3 | 50.00% | -6.00% | +50.00% | +50.00% | 0.00% | 15:01 | 05:40 | 05:40 | 09:12 | 22:36 | 22:36 | 16:56 | 12:32 |
 | Skywrath Mage | 2 | 28.57% | 33.3 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 11:37 | 09:38 | 09:38 | 13:36 | 13:36 | 13:36 | 03:58 | 02:56 |
 | Nature's Prophet | 1 | 3.85% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 37:45 | 00:00 | 00:00 |
 | Hoodwink | 2 | 25.00% | 29.4 | 50.00% | +33.33% | +50.00% | 0.00% | -21.90% | 16:46 | 15:37 | 15:37 | 17:54 | 17:54 | 17:54 | 02:17 | 01:41 |
 | Viper | 5 | 17.24% | 27.5 | 40.00% | -14.17% | -40.00% | -40.00% | 0.00% | 10:38 | 07:12 | 07:12 | 09:52 | 12:38 | 14:35 | 05:26 | 04:01 |
 | Shadow Shaman | 3 | 25.00% | 25.5 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 08:55 | 05:56 | 05:56 | 07:26 | 13:23 | 13:23 | 07:27 | 05:31 |
 | Grimstroke | 4 | 33.33% | 23.5 | 25.00% | 0.00% | -25.00% | -25.00% | 0.00% | 13:18 | 07:57 | 07:57 | 10:25 | 13:46 | 21:05 | 05:49 | 04:18 |
 | Ember Spirit | 2 | 6.06% | 21.6 | 50.00% | -11.29% | +50.00% | 0.00% | 0.00% | 08:49 | 07:02 | 07:02 | 10:36 | 10:36 | 10:36 | 03:34 | 02:38 |
 | Death Prophet | 2 | 4.65% | 19.6 | 50.00% | -1.22% | -50.00% | 0.00% | 0.00% | 17:44 | 14:24 | 14:24 | 21:04 | 21:04 | 21:04 | 06:40 | 04:56 |
 | Snapfire | 5 | 17.86% | 17.6 | 20.00% | -40.87% | -20.00% | -20.00% | 0.00% | 16:32 | 09:08 | 09:08 | 11:28 | 21:38 | 30:15 | 12:30 | 09:15 |
 | Zeus | 3 | 4.05% | 15.7 | 33.33% | -7.52% | -33.33% | 0.00% | 0.00% | 09:54 | 04:55 | 04:55 | 11:36 | 13:11 | 13:11 | 08:16 | 06:07 |
 | Lich | 2 | 100.00% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:31 | 09:25 | 09:25 | 11:37 | 11:37 | 11:37 | 02:12 | 01:37 |
 | Lion | 3 | 100.00% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:56 | 05:47 | 05:47 | 05:53 | 06:09 | 06:09 | 00:22 | 00:16 |
 | Magnus | 1 | 50.00% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:52 | 03:52 | 03:52 | 03:52 | 03:52 | 03:52 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 12.50% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 100.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:52 | 05:04 | 05:04 | 10:39 | 10:39 | 10:39 | 05:35 | 04:08 |
 | Dragon Knight | 2 | 13.33% | 3.9 | 0.00% | -23.08% | 0.00% | 0.00% | 0.00% | 18:03 | 07:16 | 07:16 | 28:50 | 28:50 | 28:50 | 21:34 | 15:58 |
 | Dawnbreaker | 1 | 1.64% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 08:40 | 00:00 | 00:00 |