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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 | 782 | 18.62% | 59.2 | 51.15% | +6.74% | -7.27% | +7.82% | 2.26% | 13:38 | 03:43 | 08:47 | 12:05 | 15:28 | 54:58 | 04:57 |
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 | 6 | 60.00% | 100.0 | 83.33% | +58.33% | +16.67% | +16.67% | 0.00% | 16:59 | 09:57 | 11:45 | 14:30 | 16:11 | 33:39 | 04:26 | 03:17 |
 | Dazzle | 24 | 75.00% | 98.2 | 66.67% | +41.67% | 0.00% | -16.67% | -2.25% | 17:32 | 06:35 | 11:44 | 14:37 | 19:08 | 41:22 | 07:24 | 05:28 |
 | Winter Wyvern | 50 | 51.55% | 96.5 | 66.00% | +23.45% | +10.92% | +9.00% | -0.84% | 15:09 | 09:37 | 13:02 | 14:01 | 15:19 | 41:28 | 02:17 | 01:41 |
 | Ancient Apparition | 4 | 57.14% | 94.7 | 75.00% | +41.67% | -75.00% | +25.00% | 16.26% | 19:43 | 13:19 | 13:19 | 16:56 | 19:28 | 29:08 | 06:09 | 04:33 |
 | Mirana | 9 | 25.00% | 93.0 | 77.78% | +29.63% | +22.22% | -27.78% | -3.92% | 19:48 | 09:06 | 11:19 | 17:49 | 24:05 | 35:23 | 12:46 | 09:27 |
 | Shadow Demon | 3 | 75.00% | 91.2 | 66.67% | +66.67% | +33.33% | 0.00% | -3.25% | 13:08 | 08:31 | 08:31 | 12:07 | 18:46 | 18:46 | 10:15 | 07:35 |
 | Marci | 53 | 38.69% | 89.5 | 56.60% | +11.36% | -2.75% | -2.75% | 0.00% | 15:47 | 05:52 | 11:08 | 13:58 | 19:53 | 37:19 | 08:45 | 06:28 |
 | Warlock | 41 | 68.33% | 87.7 | 53.66% | +11.55% | +6.34% | -13.66% | -4.30% | 15:23 | 11:08 | 12:26 | 14:27 | 17:05 | 30:17 | 04:39 | 03:26 |
 | Treant Protector | 18 | 36.00% | 86.0 | 61.11% | +11.11% | -21.11% | +13.89% | 3.43% | 19:02 | 09:39 | 13:01 | 14:40 | 23:13 | 50:06 | 10:12 | 07:33 |
 | Bane | 17 | 40.48% | 84.2 | 58.82% | -9.18% | -8.82% | -33.82% | -4.37% | 14:35 | 09:14 | 11:04 | 14:30 | 16:47 | 21:23 | 05:43 | 04:14 |
 | Enigma | 46 | 60.53% | 82.5 | 52.17% | -14.50% | +14.50% | +2.38% | -2.73% | 09:27 | 03:43 | 05:55 | 07:23 | 10:21 | 41:27 | 04:26 | 03:17 |
 | Chen | 2 | 14.29% | 80.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 13:45 | 11:25 | 11:25 | 16:04 | 16:04 | 16:04 | 04:39 | 03:26 |
 | Zeus | 77 | 95.06% | 78.9 | 48.05% | +23.05% | +4.58% | -0.68% | -1.02% | 09:47 | 04:55 | 06:56 | 08:33 | 12:06 | 20:00 | 05:10 | 03:49 |
 | Witch Doctor | 3 | 50.00% | 77.2 | 66.67% | +66.67% | -66.67% | 0.00% | 3.30% | 18:17 | 11:14 | 11:14 | 12:11 | 31:27 | 31:27 | 20:13 | 14:58 |
 | Venomancer | 2 | 12.50% | 75.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:56 | 26:53 | 26:53 | 36:58 | 36:58 | 36:58 | 10:05 | 07:28 |
 | Puck | 11 | 6.83% | 73.7 | 72.73% | +17.40% | -6.06% | -6.06% | 0.00% | 24:44 | 17:17 | 18:52 | 24:59 | 26:54 | 39:16 | 08:02 | 05:57 |
 | Rubick | 39 | 81.25% | 71.9 | 46.15% | -9.41% | -6.15% | +13.85% | 4.51% | 11:10 | 06:00 | 08:40 | 11:07 | 13:06 | 21:06 | 04:26 | 03:17 |
 | Earthshaker | 1 | 25.00% | 70.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 28:00 | 00:00 | 00:00 |
 | Hoodwink | 35 | 72.92% | 68.4 | 45.71% | -0.44% | -12.38% | +20.96% | 8.00% | 13:58 | 08:09 | 10:35 | 12:52 | 14:45 | 27:28 | 04:10 | 03:05 |
 | Jakiro | 13 | 41.94% | 66.7 | 53.85% | +20.52% | +12.82% | -20.52% | -8.66% | 14:06 | 09:50 | 12:24 | 12:55 | 16:15 | 19:56 | 03:51 | 02:51 |
 | Snapfire | 40 | 38.46% | 64.9 | 47.50% | -10.31% | -7.50% | +12.50% | 5.53% | 13:56 | 08:16 | 10:07 | 11:44 | 13:44 | 41:46 | 03:37 | 02:40 |
 | Pangolier | 31 | 56.36% | 63.2 | 45.16% | -4.84% | -20.16% | +17.34% | 15.52% | 10:03 | 05:55 | 07:23 | 08:21 | 09:48 | 30:24 | 02:25 | 01:47 |
 | Shadow Shaman | 17 | 54.84% | 61.4 | 47.06% | +11.35% | -22.06% | +52.94% | 19.07% | 15:01 | 10:23 | 11:35 | 13:36 | 15:31 | 30:39 | 03:56 | 02:54 |
 | Dawnbreaker | 37 | 25.00% | 59.6 | 48.65% | +5.41% | +6.91% | -15.32% | -5.72% | 12:47 | 04:21 | 10:21 | 12:00 | 14:14 | 39:13 | 03:53 | 02:52 |
 | Tidehunter | 3 | 33.33% | 57.9 | 66.67% | +50.00% | -66.67% | 0.00% | 0.00% | 21:09 | 07:50 | 07:50 | 19:21 | 36:17 | 36:17 | 28:27 | 21:04 |
 | Techies | 1 | 20.00% | 56.1 | 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 |
 | Timbersaw | 61 | 100.00% | 54.4 | 36.07% | +36.07% | +3.93% | -9.40% | -5.80% | 07:52 | 05:09 | 06:25 | 07:35 | 08:43 | 11:42 | 02:18 | 01:42 |
 | Brewmaster | 10 | 33.33% | 52.6 | 50.00% | +10.00% | +50.00% | 0.00% | -2.74% | 20:00 | 07:35 | 10:22 | 12:27 | 28:35 | 39:57 | 18:13 | 13:29 |
 | Skywrath Mage | 18 | 40.91% | 50.9 | 44.44% | +25.21% | +15.56% | -44.44% | -13.85% | 14:40 | 07:29 | 10:51 | 13:39 | 15:11 | 28:32 | 04:20 | 03:12 |
 | Grimstroke | 19 | 50.00% | 49.1 | 42.11% | +10.53% | -22.11% | +37.89% | 13.00% | 14:45 | 08:50 | 11:25 | 14:44 | 16:02 | 22:19 | 04:37 | 03:25 |
 | Magnus | 1 | 16.67% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 09:45 | 00:00 | 00:00 |
 | Ogre Magi | 5 | 20.83% | 45.6 | 60.00% | -18.95% | -60.00% | +40.00% | 9.00% | 14:31 | 08:37 | 08:37 | 11:43 | 19:44 | 22:43 | 11:07 | 08:14 |
 | Broodmother | 3 | 100.00% | 43.9 | 33.33% | +33.33% | +66.67% | 0.00% | -49.39% | 06:55 | 06:03 | 06:03 | 07:17 | 07:24 | 07:24 | 01:21 | 01:00 |
 | Leshrac | 21 | 91.30% | 42.1 | 33.33% | -66.67% | +46.67% | -33.33% | -28.24% | 08:05 | 05:20 | 05:40 | 06:45 | 08:30 | 24:59 | 02:50 | 02:05 |
 | Enchantress | 4 | 5.33% | 40.4 | 75.00% | +32.75% | -75.00% | +25.00% | 0.00% | 18:05 | 10:05 | 10:05 | 11:58 | 14:33 | 35:44 | 04:28 | 03:18 |
 | Vengeful Spirit | 1 | 10.00% | 38.6 | 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 |
 | Tiny | 12 | 6.15% | 36.8 | 50.00% | -4.10% | -50.00% | +16.67% | 6.46% | 13:58 | 04:05 | 08:30 | 10:00 | 18:49 | 27:06 | 10:19 | 07:38 |
 | Dark Seer | 8 | 100.00% | 35.1 | 25.00% | +25.00% | +25.00% | -25.00% | -13.64% | 08:32 | 05:40 | 06:18 | 08:14 | 09:58 | 11:34 | 03:40 | 02:42 |
 | Abaddon | 1 | 6.25% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 |
 | Invoker | 1 | 5.26% | 31.6 | 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 |
 | Windranger | 4 | 15.38% | 29.8 | 50.00% | +4.55% | +50.00% | -50.00% | -11.74% | 16:18 | 11:01 | 11:01 | 11:54 | 19:32 | 22:46 | 08:31 | 06:18 |
 | Beastmaster | 7 | 7.61% | 28.1 | 42.86% | -17.14% | +7.14% | +57.14% | 4.98% | 35:22 | 24:00 | 26:31 | 36:12 | 36:34 | 54:58 | 10:03 | 07:26 |
 | Dragon Knight | 1 | 2.00% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 06:20 | 00:00 | 00:00 |
 | Void Spirit | 1 | 1.30% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.99% | 22.8 | 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 |
 | Disruptor | 3 | 23.08% | 21.1 | 33.33% | -36.67% | +66.67% | 0.00% | 0.00% | 18:05 | 15:17 | 15:17 | 15:38 | 23:21 | 23:21 | 08:04 | 05:58 |
 | Necrophos | 2 | 8.00% | 19.3 | 50.00% | -2.17% | +50.00% | 0.00% | 0.00% | 14:33 | 11:36 | 11:36 | 17:29 | 17:29 | 17:29 | 05:53 | 04:21 |
 | Undying | 4 | 36.36% | 17.5 | 25.00% | -46.43% | -25.00% | -25.00% | 0.00% | 14:29 | 10:26 | 10:26 | 13:25 | 16:03 | 18:03 | 05:37 | 04:09 |
 | Nyx Assassin | 2 | 7.14% | 15.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 14:39 | 08:08 | 08:08 | 21:09 | 21:09 | 21:09 | 13:01 | 09:38 |
 | Death Prophet | 2 | 4.00% | 14.0 | 50.00% | -4.17% | +50.00% | 0.00% | 0.00% | 13:13 | 05:37 | 05:37 | 20:48 | 20:48 | 20:48 | 15:11 | 11:14 |
 | Crystal Maiden | 1 | 3.13% | 12.3 | 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 |
 | Lina | 1 | 4.00% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 06:45 | 00:00 | 00:00 |
 | Viper | 1 | 1.69% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Batrider | 1 | 2.63% | 7.0 | 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 |
 | Doom | 1 | 1.67% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 37:44 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 1.89% | 3.5 | 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 |
 | Omniknight | 1 | 100.00% | 1.8 | 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 |