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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 | 1275 | 30.07% | 70.9 | 53.25% | +15.52% | +0.98% | -0.59% | -0.30% | 11:29 | 03:25 | 07:47 | 10:15 | 13:01 | 40:03 | 03:52 |
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 | 5 | 71.43% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 15:52 | 11:31 | 11:31 | 13:21 | 17:35 | 24:23 | 06:04 | 04:29 |
 | Necrophos | 2 | 50.00% | 98.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 04:35 | 04:18 | 04:18 | 04:52 | 04:52 | 04:52 | 00:34 | 00:25 |
 | Earthshaker | 5 | 100.00% | 96.8 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 19:57 | 08:52 | 08:52 | 19:24 | 27:22 | 34:09 | 18:30 | 13:42 |
 | Bane | 5 | 55.56% | 95.2 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 15:26 | 10:11 | 10:11 | 14:37 | 14:47 | 24:54 | 04:36 | 03:24 |
 | Lich | 16 | 18.39% | 93.7 | 81.25% | +27.73% | -6.25% | +18.75% | 7.25% | 16:42 | 09:23 | 10:46 | 13:17 | 14:13 | 37:38 | 03:27 | 02:33 |
 | Shadow Demon | 38 | 90.48% | 92.1 | 63.16% | +13.16% | +6.84% | -7.60% | -4.68% | 12:04 | 04:53 | 09:57 | 11:49 | 13:02 | 26:36 | 03:05 | 02:17 |
 | Beastmaster | 107 | 86.29% | 90.5 | 62.62% | +15.56% | +15.16% | -3.36% | -5.14% | 06:43 | 03:26 | 04:45 | 05:47 | 08:21 | 21:30 | 03:36 | 02:40 |
 | Techies | 172 | 80.37% | 88.9 | 60.47% | +3.33% | +6.97% | -9.31% | -5.01% | 13:00 | 05:26 | 10:31 | 12:02 | 13:46 | 33:30 | 03:15 | 02:24 |
 | Doom | 121 | 91.67% | 87.3 | 58.68% | +22.32% | +1.32% | -2.01% | -0.72% | 09:47 | 03:40 | 07:16 | 08:40 | 11:53 | 28:52 | 04:37 | 03:25 |
 | Mirana | 54 | 65.85% | 85.7 | 61.11% | +28.97% | -11.11% | +15.81% | 3.81% | 15:03 | 07:15 | 10:57 | 13:00 | 18:01 | 32:02 | 07:04 | 05:14 |
 | Witch Doctor | 7 | 46.67% | 84.1 | 71.43% | -3.57% | -21.43% | +28.57% | 3.35% | 11:26 | 03:25 | 04:04 | 05:52 | 18:59 | 21:03 | 14:55 | 11:02 |
 | Timbersaw | 84 | 100.00% | 82.5 | 55.95% | +55.95% | +15.48% | -8.33% | -8.45% | 07:47 | 04:14 | 06:18 | 07:35 | 09:07 | 12:27 | 02:49 | 02:05 |
 | Tidehunter | 20 | 66.67% | 81.0 | 60.00% | +40.00% | -20.00% | -20.00% | 0.00% | 09:55 | 05:30 | 07:00 | 09:26 | 10:58 | 16:25 | 03:58 | 02:56 |
 | Pugna | 43 | 56.58% | 79.4 | 55.81% | +10.36% | +16.92% | -10.36% | -6.85% | 11:22 | 06:10 | 08:46 | 10:42 | 12:45 | 20:00 | 03:59 | 02:57 |
 | Primal Beast | 2 | 16.67% | 77.8 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 07:26 | 07:15 | 07:15 | 07:36 | 07:36 | 07:36 | 00:21 | 00:15 |
 | Broodmother | 2 | 100.00% | 76.2 | 50.00% | +50.00% | -50.00% | 0.00% | 27.03% | 09:30 | 08:34 | 08:34 | 10:25 | 10:25 | 10:25 | 01:51 | 01:22 |
 | Pangolier | 59 | 45.74% | 74.6 | 54.24% | +5.67% | -7.57% | +5.76% | 6.61% | 08:58 | 05:15 | 07:20 | 08:15 | 09:21 | 30:59 | 02:01 | 01:29 |
 | Dark Seer | 33 | 100.00% | 73.0 | 48.48% | +48.48% | +1.52% | -35.98% | -10.56% | 08:24 | 03:55 | 06:15 | 08:39 | 09:48 | 12:13 | 03:33 | 02:37 |
 | Disruptor | 25 | 32.47% | 71.4 | 56.00% | +4.08% | -6.00% | +27.33% | 8.37% | 14:37 | 09:33 | 11:17 | 13:01 | 15:16 | 31:26 | 03:59 | 02:57 |
 | Oracle | 39 | 68.42% | 69.8 | 48.72% | +15.39% | +1.28% | +1.28% | 0.00% | 16:06 | 09:23 | 11:37 | 13:47 | 18:36 | 38:43 | 06:59 | 05:10 |
 | Underlord | 55 | 88.71% | 68.3 | 45.45% | +16.88% | +11.69% | +4.55% | -2.69% | 08:16 | 03:27 | 07:03 | 08:38 | 09:42 | 14:11 | 02:39 | 01:57 |
 | Skywrath Mage | 41 | 47.13% | 66.7 | 48.78% | +3.13% | +21.22% | +1.22% | -3.26% | 15:05 | 07:09 | 10:46 | 12:51 | 16:54 | 40:03 | 06:08 | 04:32 |
 | Invoker | 5 | 41.67% | 65.1 | 60.00% | +31.43% | +40.00% | -60.00% | -50.85% | 11:00 | 09:48 | 09:48 | 10:34 | 11:46 | 12:20 | 01:58 | 01:27 |
 | Venomancer | 12 | 22.64% | 63.5 | 58.33% | -2.65% | -58.33% | +41.67% | 6.36% | 17:47 | 06:20 | 06:48 | 19:02 | 22:31 | 30:15 | 15:43 | 11:38 |
 | Rubick | 81 | 82.65% | 61.9 | 41.98% | +18.45% | +13.02% | -6.98% | -6.12% | 12:54 | 06:46 | 10:29 | 11:35 | 13:45 | 37:50 | 03:16 | 02:25 |
 | Brewmaster | 9 | 81.82% | 60.3 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 14:49 | 08:08 | 08:55 | 10:05 | 12:46 | 32:09 | 03:51 | 02:51 |
 | Grimstroke | 5 | 100.00% | 58.7 | 40.00% | +40.00% | -40.00% | +60.00% | 77.92% | 09:49 | 08:58 | 08:58 | 10:11 | 10:15 | 10:19 | 01:17 | 00:57 |
 | Chen | 1 | 20.00% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 28:45 | 00:00 | 00:00 |
 | Death Prophet | 9 | 64.29% | 55.6 | 44.44% | +24.44% | -44.44% | +5.56% | 24.19% | 07:08 | 05:01 | 05:14 | 06:54 | 07:18 | 11:40 | 02:04 | 01:31 |
 | Abaddon | 3 | 25.00% | 54.0 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 18:20 | 12:58 | 12:58 | 19:41 | 22:22 | 22:22 | 09:24 | 06:57 |
 | Centaur Warrunner | 1 | 16.67% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 26:59 | 00:00 | 00:00 |
 | Dark Willow | 5 | 19.23% | 50.8 | 60.00% | +17.14% | -60.00% | +40.00% | 6.28% | 18:41 | 07:11 | 07:11 | 19:21 | 23:07 | 30:58 | 15:56 | 11:48 |
 | Silencer | 26 | 26.80% | 49.2 | 42.31% | -4.17% | +0.55% | -8.98% | -1.66% | 13:25 | 06:41 | 10:26 | 12:44 | 16:11 | 23:49 | 05:45 | 04:15 |
 | Keeper of the Light | 14 | 14.89% | 47.6 | 50.00% | +1.25% | -50.00% | +50.00% | 5.28% | 21:06 | 10:33 | 13:01 | 17:04 | 31:57 | 37:46 | 18:56 | 14:01 |
 | Crystal Maiden | 4 | 5.48% | 46.0 | 75.00% | +30.07% | +25.00% | +25.00% | 0.00% | 13:53 | 07:00 | 07:00 | 11:50 | 15:55 | 20:46 | 08:55 | 06:36 |
 | Visage | 9 | 34.62% | 44.4 | 44.44% | -8.50% | +5.56% | +5.56% | 0.00% | 19:29 | 05:19 | 16:00 | 19:48 | 21:35 | 30:30 | 05:35 | 04:08 |
 | Magnus | 6 | 4.17% | 42.9 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 06:49 | 04:42 | 05:03 | 05:08 | 08:55 | 09:26 | 03:52 | 02:51 |
 | Ancient Apparition | 2 | 50.00% | 41.3 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 17:55 | 13:31 | 13:31 | 22:19 | 22:19 | 22:19 | 08:48 | 06:31 |
 | Batrider | 55 | 47.41% | 39.7 | 32.73% | -29.57% | -4.16% | +2.98% | 3.13% | 08:22 | 03:58 | 07:10 | 08:33 | 09:27 | 13:12 | 02:17 | 01:41 |
 | Io | 1 | 11.11% | 38.1 | 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 |
 | Spirit Breaker | 2 | 1.85% | 36.5 | 100.00% | +57.55% | 0.00% | 0.00% | 0.00% | 09:53 | 09:33 | 09:33 | 10:12 | 10:12 | 10:12 | 00:39 | 00:28 |
 | Winter Wyvern | 4 | 23.53% | 34.9 | 50.00% | +19.23% | +50.00% | -50.00% | -17.14% | 11:19 | 07:05 | 07:05 | 11:25 | 12:55 | 13:50 | 05:50 | 04:19 |
 | Dawnbreaker | 2 | 40.00% | 33.3 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 08:51 | 07:46 | 07:46 | 09:55 | 09:55 | 09:55 | 02:09 | 01:35 |
 | Windranger | 5 | 5.49% | 31.7 | 60.00% | +16.98% | -60.00% | +40.00% | 9.09% | 17:24 | 10:56 | 10:56 | 16:33 | 21:56 | 22:07 | 11:00 | 08:08 |
 | Snapfire | 10 | 47.62% | 30.2 | 30.00% | -15.45% | +3.33% | +20.00% | 2.51% | 09:12 | 04:25 | 05:35 | 06:48 | 12:14 | 16:32 | 06:39 | 04:55 |
 | Enigma | 10 | 100.00% | 28.6 | 20.00% | +20.00% | +13.33% | -20.00% | -15.75% | 05:24 | 03:59 | 04:17 | 05:04 | 06:24 | 07:51 | 02:07 | 01:34 |
 | Undying | 26 | 48.15% | 27.0 | 23.08% | -19.78% | +5.49% | -6.41% | -3.05% | 12:39 | 03:57 | 10:45 | 11:51 | 14:39 | 33:43 | 03:54 | 02:53 |
 | Clinkz | 1 | 2.33% | 25.4 | 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 |
 | Tiny | 2 | 10.53% | 23.8 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 08:56 | 07:42 | 07:42 | 10:10 | 10:10 | 10:10 | 02:28 | 01:49 |
 | Axe | 3 | 16.67% | 22.2 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 33:30 | 31:21 | 31:21 | 32:14 | 36:54 | 36:54 | 05:33 | 04:06 |
 | Bounty Hunter | 2 | 4.44% | 20.6 | 50.00% | -3.49% | +50.00% | 0.00% | 0.00% | 21:09 | 13:00 | 13:00 | 29:18 | 29:18 | 29:18 | 16:18 | 12:04 |
 | Mars | 3 | 13.64% | 19.0 | 33.33% | -24.56% | +66.67% | 0.00% | 0.00% | 13:05 | 09:11 | 09:11 | 14:06 | 15:57 | 15:57 | 06:46 | 05:00 |
 | Medusa | 2 | 2.08% | 17.5 | 50.00% | -7.45% | -50.00% | 0.00% | 0.00% | 20:23 | 16:12 | 16:12 | 24:34 | 24:34 | 24:34 | 08:22 | 06:11 |
 | Nyx Assassin | 5 | 45.45% | 15.9 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 13:22 | 06:16 | 06:16 | 07:09 | 11:52 | 34:29 | 05:36 | 04:08 |
 | Hoodwink | 1 | 100.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 10:20 | 00:00 | 00:00 |
 | Treant Protector | 2 | 25.00% | 12.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 13:06 | 11:58 | 11:58 | 14:13 | 14:13 | 14:13 | 02:15 | 01:40 |
 | Shadow Shaman | 1 | 100.00% | 11.1 | 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 |
 | Phoenix | 1 | 2.94% | 9.5 | 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 |
 | Zeus | 1 | 100.00% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:42 | 05:42 | 05:42 | 05:42 | 05:42 | 05:42 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 5.88% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 10:50 | 00:00 | 00:00 |
 | Dazzle | 2 | 100.00% | 4.8 | 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 |
 | Jakiro | 2 | 50.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:54 | 16:48 | 16:48 | 24:59 | 24:59 | 24:59 | 08:11 | 06:03 |
 | Leshrac | 4 | 100.00% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:52 | 05:39 | 05:39 | 05:52 | 06:57 | 08:58 | 01:18 | 00:57 |