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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 | 2553 | 30.25% | 58.3 | 53.04% | +15.35% | +3.23% | -1.94% | -1.02% | 11:29 | 03:16 | 07:56 | 10:16 | 12:59 | 52:12 | 03:44 |
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 | |
 | Ogre Magi | 6 | 75.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 14:24 | 07:06 | 11:31 | 12:28 | 17:35 | 24:23 | 06:04 | 04:29 |
 | Warlock | 1 | 50.00% | 98.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 00:00 | 00:00 |
 | Bane | 5 | 50.00% | 97.1 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 15:26 | 10:11 | 10:11 | 14:37 | 14:47 | 24:54 | 04:36 | 03:24 |
 | Earthshaker | 10 | 66.67% | 95.7 | 70.00% | +10.00% | -3.33% | +30.00% | 1.98% | 16:27 | 08:47 | 09:26 | 09:59 | 26:18 | 34:09 | 16:52 | 12:29 |
 | Beastmaster | 185 | 83.71% | 94.2 | 63.78% | +8.22% | +7.96% | -9.43% | -4.16% | 07:12 | 03:26 | 04:45 | 06:23 | 08:56 | 25:14 | 04:11 | 03:05 |
 | Tidehunter | 49 | 68.06% | 92.8 | 61.22% | +26.44% | -2.89% | -11.22% | -1.79% | 10:33 | 05:12 | 07:04 | 09:53 | 11:43 | 28:43 | 04:39 | 03:26 |
 | Primal Beast | 4 | 9.09% | 91.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 08:08 | 07:15 | 07:15 | 07:36 | 08:02 | 09:39 | 00:47 | 00:34 |
 | Lich | 22 | 16.54% | 89.9 | 72.73% | +22.28% | +10.60% | +7.27% | -0.74% | 16:39 | 07:34 | 12:16 | 13:06 | 16:47 | 37:38 | 04:31 | 03:20 |
 | Oracle | 61 | 61.62% | 88.4 | 60.66% | +15.92% | +6.01% | -7.33% | -2.11% | 15:30 | 06:52 | 11:08 | 12:56 | 17:27 | 52:12 | 06:19 | 04:40 |
 | Witch Doctor | 16 | 61.54% | 87.0 | 62.50% | -7.50% | -12.50% | +12.50% | 1.68% | 13:38 | 03:25 | 05:52 | 11:55 | 20:44 | 22:11 | 14:52 | 11:00 |
 | Dark Seer | 92 | 94.85% | 85.5 | 56.52% | +56.52% | +8.70% | -21.74% | -8.91% | 08:08 | 03:29 | 06:15 | 08:32 | 09:40 | 12:38 | 03:25 | 02:31 |
 | Techies | 342 | 84.44% | 84.1 | 55.85% | +5.06% | +6.94% | -7.61% | -4.24% | 13:14 | 05:26 | 10:40 | 12:02 | 14:06 | 34:26 | 03:26 | 02:32 |
 | Mirana | 98 | 70.00% | 82.6 | 57.14% | +19.04% | +10.86% | +9.53% | -0.20% | 14:13 | 07:15 | 10:30 | 12:19 | 17:12 | 32:02 | 06:42 | 04:57 |
 | Necrophos | 2 | 20.00% | 81.2 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 04:35 | 04:18 | 04:18 | 04:52 | 04:52 | 04:52 | 00:34 | 00:25 |
 | Timbersaw | 196 | 100.00% | 79.7 | 54.59% | +54.59% | +6.63% | -9.69% | -5.86% | 07:53 | 04:14 | 06:18 | 07:45 | 09:05 | 15:26 | 02:47 | 02:03 |
 | Zeus | 11 | 100.00% | 78.3 | 54.55% | +54.55% | +12.12% | +12.12% | 0.00% | 06:12 | 04:50 | 04:59 | 05:42 | 06:14 | 10:46 | 01:15 | 00:55 |
 | Shadow Demon | 119 | 90.15% | 76.8 | 54.62% | +16.16% | -1.29% | -17.95% | -5.55% | 12:04 | 04:53 | 10:02 | 11:43 | 13:02 | 27:42 | 03:00 | 02:13 |
 | Underlord | 99 | 92.52% | 75.4 | 53.54% | +16.04% | -1.54% | +2.46% | 1.69% | 08:41 | 03:27 | 07:20 | 08:39 | 09:42 | 34:57 | 02:22 | 01:45 |
 | Pugna | 106 | 49.77% | 73.9 | 55.66% | +5.19% | +3.60% | -1.81% | -1.62% | 11:23 | 04:44 | 09:25 | 10:42 | 12:45 | 30:43 | 03:20 | 02:28 |
 | Doom | 186 | 88.15% | 72.5 | 52.69% | +4.69% | +9.01% | -9.21% | -3.42% | 10:38 | 03:36 | 07:28 | 09:10 | 12:48 | 28:52 | 05:20 | 03:57 |
 | Silencer | 57 | 29.38% | 71.0 | 57.89% | +11.90% | -0.75% | -0.75% | 0.00% | 14:52 | 06:41 | 11:01 | 12:49 | 15:42 | 40:40 | 04:41 | 03:28 |
 | Hoodwink | 4 | 100.00% | 69.6 | 50.00% | +50.00% | -50.00% | +50.00% | 29.85% | 10:44 | 08:21 | 08:21 | 10:20 | 11:42 | 12:33 | 03:21 | 02:28 |
 | Disruptor | 28 | 23.53% | 68.1 | 60.71% | +13.46% | -3.57% | +25.00% | 7.17% | 14:53 | 08:59 | 11:17 | 13:01 | 15:16 | 31:26 | 03:59 | 02:57 |
 | Enigma | 36 | 94.74% | 66.7 | 47.22% | +47.22% | -2.78% | -2.78% | 0.00% | 06:45 | 03:59 | 05:07 | 05:42 | 06:30 | 24:28 | 01:23 | 01:01 |
 | Pangolier | 120 | 54.05% | 65.2 | 49.17% | -2.79% | +4.16% | +0.83% | -1.51% | 09:17 | 03:35 | 07:27 | 08:16 | 09:39 | 30:59 | 02:12 | 01:37 |
 | Keeper of the Light | 24 | 16.90% | 63.8 | 58.33% | +5.79% | -25.00% | +8.34% | 2.19% | 20:42 | 09:26 | 12:15 | 18:01 | 27:29 | 37:46 | 15:14 | 11:17 |
 | Rubick | 196 | 89.91% | 62.3 | 44.39% | +17.12% | +8.67% | -11.74% | -6.45% | 11:57 | 06:00 | 09:45 | 11:03 | 12:55 | 37:50 | 03:10 | 02:20 |
 | Ancient Apparition | 7 | 43.75% | 60.9 | 57.14% | +12.70% | -57.14% | -7.14% | 6.17% | 18:46 | 13:31 | 14:13 | 14:49 | 22:19 | 26:30 | 08:06 | 06:00 |
 | Skywrath Mage | 74 | 49.66% | 59.4 | 45.95% | +3.28% | +17.21% | +15.16% | -0.36% | 14:42 | 07:09 | 10:48 | 12:51 | 16:27 | 40:03 | 05:39 | 04:11 |
 | Brewmaster | 16 | 80.00% | 58.0 | 43.75% | -6.25% | +6.25% | -18.75% | -5.75% | 14:00 | 07:18 | 08:25 | 10:05 | 12:46 | 32:09 | 04:21 | 03:13 |
 | Lina | 7 | 87.50% | 56.5 | 42.86% | +42.86% | +7.14% | -42.86% | -26.32% | 07:37 | 05:50 | 05:51 | 06:36 | 07:45 | 13:08 | 01:54 | 01:24 |
 | Venomancer | 22 | 20.95% | 55.1 | 50.00% | -0.60% | -16.67% | +30.00% | 4.06% | 17:03 | 06:20 | 11:02 | 16:31 | 22:31 | 30:15 | 11:29 | 08:30 |
 | Batrider | 97 | 35.27% | 53.6 | 41.24% | -11.01% | +0.43% | +0.43% | 0.00% | 08:27 | 03:16 | 06:43 | 08:33 | 09:37 | 15:25 | 02:54 | 02:08 |
 | Leshrac | 14 | 100.00% | 52.2 | 35.71% | +35.71% | -10.71% | +30.96% | 29.41% | 06:30 | 03:40 | 05:49 | 06:21 | 07:14 | 08:58 | 01:25 | 01:02 |
 | Magnus | 11 | 4.37% | 50.7 | 63.64% | +15.92% | +36.36% | +3.03% | 0.00% | 08:00 | 04:42 | 05:08 | 08:55 | 09:43 | 10:52 | 04:35 | 03:23 |
 | Earth Spirit | 7 | 20.59% | 49.3 | 57.14% | +8.99% | -57.14% | +42.86% | 7.87% | 25:56 | 10:50 | 20:19 | 22:48 | 33:01 | 39:33 | 12:42 | 09:24 |
 | Windranger | 7 | 3.68% | 47.8 | 71.43% | +22.80% | -21.43% | +28.57% | 4.55% | 16:53 | 08:55 | 10:56 | 16:33 | 21:56 | 22:18 | 11:00 | 08:08 |
 | Grimstroke | 6 | 100.00% | 46.4 | 33.33% | +33.33% | +16.67% | -33.33% | -50.00% | 09:57 | 08:58 | 09:21 | 10:11 | 10:19 | 10:39 | 00:58 | 00:42 |
 | Dark Willow | 9 | 15.25% | 44.9 | 55.56% | +13.56% | -5.56% | +44.44% | 3.17% | 18:25 | 07:11 | 07:21 | 17:30 | 23:07 | 30:58 | 15:46 | 11:40 |
 | Invoker | 6 | 37.50% | 43.5 | 50.00% | +10.00% | +50.00% | -50.00% | 0.00% | 11:05 | 09:48 | 10:33 | 10:34 | 11:46 | 12:20 | 01:13 | 00:54 |
 | Undying | 68 | 44.44% | 42.0 | 36.76% | -5.59% | -7.35% | -1.47% | 1.63% | 13:40 | 03:57 | 10:54 | 12:16 | 14:30 | 33:43 | 03:36 | 02:40 |
 | Spirit Breaker | 3 | 1.17% | 40.6 | 100.00% | +54.33% | 0.00% | 0.00% | 0.00% | 09:52 | 09:33 | 09:33 | 09:50 | 10:12 | 10:12 | 00:39 | 00:28 |
 | Crystal Maiden | 4 | 4.30% | 39.1 | 75.00% | +28.93% | +25.00% | +25.00% | 0.00% | 13:53 | 07:00 | 07:00 | 11:50 | 15:55 | 20:46 | 08:55 | 06:36 |
 | Snapfire | 26 | 38.24% | 37.7 | 34.62% | -5.86% | +8.24% | -1.29% | -2.14% | 10:10 | 04:25 | 06:48 | 10:17 | 11:15 | 25:34 | 04:27 | 03:17 |
 | Io | 1 | 10.00% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 00:00 | 00:00 |
 | Mars | 5 | 9.26% | 34.8 | 60.00% | +13.06% | +40.00% | -60.00% | -11.39% | 10:07 | 05:19 | 05:19 | 09:11 | 14:06 | 15:57 | 08:47 | 06:30 |
 | Death Prophet | 13 | 61.90% | 33.3 | 30.77% | -6.73% | -30.77% | +2.56% | 16.26% | 07:12 | 05:01 | 05:30 | 06:56 | 07:33 | 11:40 | 02:03 | 01:31 |
 | Elder Titan | 1 | 7.69% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 00:00 | 00:00 |
 | Visage | 10 | 23.81% | 30.4 | 40.00% | -10.00% | -6.67% | +10.00% | 3.23% | 19:26 | 05:19 | 16:25 | 18:59 | 21:35 | 30:30 | 05:10 | 03:49 |
 | Abaddon | 3 | 8.11% | 29.0 | 66.67% | +7.85% | -66.67% | 0.00% | 0.00% | 18:20 | 12:58 | 12:58 | 19:41 | 22:22 | 22:22 | 09:24 | 06:57 |
 | Winter Wyvern | 4 | 16.00% | 27.5 | 50.00% | +16.67% | +50.00% | -50.00% | -17.14% | 11:19 | 07:05 | 07:05 | 11:25 | 12:55 | 13:50 | 05:50 | 04:19 |
 | Lion | 1 | 4.76% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 21:47 | 00:00 | 00:00 |
 | Centaur Warrunner | 2 | 28.57% | 24.6 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 30:41 | 26:59 | 26:59 | 34:23 | 34:23 | 34:23 | 07:24 | 05:28 |
 | Axe | 8 | 19.05% | 23.2 | 37.50% | -21.32% | +12.50% | -37.50% | -6.99% | 29:40 | 15:57 | 25:25 | 31:21 | 32:34 | 36:54 | 07:09 | 05:17 |
 | Legion Commander | 1 | 1.85% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 |
 | Clinkz | 1 | 1.45% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Puck | 1 | 1.14% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 31:35 | 00:00 | 00:00 |
 | Dawnbreaker | 5 | 62.50% | 17.4 | 20.00% | +20.00% | +80.00% | -20.00% | -42.25% | 09:52 | 07:46 | 07:46 | 09:55 | 10:08 | 13:21 | 02:22 | 01:45 |
 | Broodmother | 6 | 12.50% | 15.9 | 33.33% | -9.53% | +16.67% | +66.67% | 10.95% | 07:56 | 05:33 | 05:35 | 07:18 | 10:09 | 10:25 | 04:34 | 03:22 |
 | Tiny | 2 | 6.67% | 14.5 | 50.00% | +10.71% | -50.00% | 0.00% | 0.00% | 08:56 | 07:42 | 07:42 | 10:10 | 10:10 | 10:10 | 02:28 | 01:49 |
 | Chen | 3 | 14.29% | 13.0 | 33.33% | -44.45% | -33.33% | 0.00% | 0.00% | 33:06 | 24:26 | 24:26 | 28:45 | 46:06 | 46:06 | 21:40 | 16:02 |
 | Bounty Hunter | 2 | 2.78% | 11.6 | 50.00% | -3.52% | +50.00% | 0.00% | 0.00% | 21:09 | 13:00 | 13:00 | 29:18 | 29:18 | 29:18 | 16:18 | 12:04 |
 | Medusa | 7 | 3.63% | 10.1 | 28.57% | -27.88% | +21.43% | +21.43% | 0.00% | 18:42 | 09:49 | 10:13 | 12:04 | 16:12 | 46:17 | 05:59 | 04:25 |
 | Phoenix | 1 | 2.17% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Nyx Assassin | 6 | 33.33% | 7.2 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 13:20 | 06:16 | 07:05 | 07:09 | 13:06 | 34:29 | 06:01 | 04:27 |
 | Jakiro | 4 | 40.00% | 5.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 19:32 | 14:44 | 14:44 | 16:48 | 21:38 | 24:59 | 06:54 | 05:06 |
 | Shadow Shaman | 1 | 100.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 11:12 | 00:00 | 00:00 |
 | Dazzle | 2 | 100.00% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:36 | 10:58 | 10:58 | 24:14 | 24:14 | 24:14 | 13:16 | 09:49 |
 | Treant Protector | 4 | 40.00% | 1.4 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 14:46 | 11:58 | 11:58 | 14:13 | 15:13 | 17:38 | 03:15 | 02:24 |