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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 | 1893 | 30.73% | 65.1 | 53.51% | +16.27% | +5.69% | +0.40% | -0.87% | 11:05 | 03:19 | 06:52 | 09:31 | 12:58 | 58:33 | 04:31 |
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 | |
 | Witch Doctor | 11 | 84.62% | 100.0 | 81.82% | +81.82% | +18.18% | -15.15% | -13.89% | 08:27 | 04:15 | 05:12 | 06:42 | 07:36 | 23:16 | 02:24 | 01:46 |
 | Warlock | 3 | 37.50% | 98.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 13:25 | 10:56 | 10:56 | 13:40 | 15:39 | 15:39 | 04:43 | 03:29 |
 | Dawnbreaker | 14 | 63.64% | 97.4 | 78.57% | +53.57% | -3.57% | +21.43% | 12.10% | 06:11 | 03:29 | 04:51 | 06:03 | 06:55 | 09:58 | 02:04 | 01:31 |
 | Oracle | 12 | 85.71% | 96.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 15:04 | 07:30 | 09:18 | 10:57 | 13:14 | 44:12 | 03:56 | 02:54 |
 | Lich | 7 | 26.92% | 94.8 | 85.71% | +48.87% | -35.71% | +14.29% | 12.10% | 18:13 | 11:44 | 12:18 | 16:14 | 16:26 | 39:42 | 04:08 | 03:03 |
 | Pugna | 36 | 72.00% | 93.5 | 66.67% | +23.81% | 0.00% | 0.00% | 0.00% | 08:48 | 04:36 | 06:45 | 08:44 | 10:22 | 13:59 | 03:37 | 02:40 |
 | Beastmaster | 110 | 66.67% | 92.2 | 62.73% | +19.09% | +8.70% | +0.23% | -1.88% | 09:08 | 03:47 | 05:07 | 06:23 | 09:38 | 41:20 | 04:31 | 03:20 |
 | Ancient Apparition | 7 | 53.85% | 90.9 | 71.43% | +54.76% | +28.57% | +28.57% | 0.00% | 13:08 | 07:27 | 11:36 | 14:03 | 14:10 | 17:59 | 02:34 | 01:54 |
 | Mirana | 99 | 66.44% | 89.6 | 60.61% | +2.61% | -0.61% | +3.39% | 0.66% | 14:11 | 06:38 | 10:35 | 12:47 | 16:36 | 35:28 | 06:01 | 04:27 |
 | Dark Seer | 48 | 100.00% | 88.3 | 58.33% | +58.33% | +16.67% | +8.34% | -2.59% | 06:52 | 03:30 | 04:51 | 06:22 | 08:04 | 15:30 | 03:13 | 02:22 |
 | Chen | 17 | 54.84% | 87.0 | 64.71% | +21.85% | +10.29% | +10.29% | 0.00% | 20:22 | 11:53 | 14:31 | 18:58 | 24:55 | 35:00 | 10:24 | 07:42 |
 | Treant Protector | 20 | 39.22% | 85.7 | 65.00% | +35.97% | +15.00% | -25.00% | -3.87% | 18:48 | 09:15 | 12:56 | 14:43 | 23:16 | 40:09 | 10:20 | 07:39 |
 | Keeper of the Light | 34 | 26.56% | 84.4 | 64.71% | +13.65% | +24.18% | -14.71% | -4.17% | 15:05 | 06:31 | 09:27 | 12:58 | 18:47 | 33:08 | 09:20 | 06:54 |
 | Disruptor | 74 | 32.60% | 83.1 | 60.81% | +7.22% | +12.87% | -5.25% | -4.31% | 13:40 | 06:21 | 10:52 | 12:43 | 15:04 | 34:49 | 04:12 | 03:06 |
 | Pangolier | 111 | 77.62% | 81.8 | 54.95% | -10.68% | +12.91% | -4.95% | -9.01% | 08:20 | 04:23 | 07:10 | 08:13 | 09:09 | 17:11 | 01:59 | 01:28 |
 | Doom | 78 | 58.65% | 80.5 | 56.41% | +0.05% | +28.59% | -9.04% | -9.07% | 10:02 | 03:19 | 06:54 | 09:20 | 11:03 | 37:18 | 04:09 | 03:04 |
 | Undying | 74 | 54.81% | 79.2 | 56.76% | +20.69% | +1.13% | +9.91% | 2.23% | 13:59 | 04:46 | 11:44 | 13:38 | 15:40 | 36:57 | 03:56 | 02:54 |
 | Leshrac | 83 | 100.00% | 77.9 | 53.01% | +53.01% | +8.89% | -14.91% | -16.60% | 06:12 | 03:21 | 05:32 | 06:16 | 06:58 | 08:55 | 01:26 | 01:03 |
 | Silencer | 22 | 30.56% | 76.6 | 63.64% | +15.64% | -13.64% | -3.64% | 3.45% | 17:24 | 08:29 | 12:36 | 13:28 | 15:30 | 58:33 | 02:54 | 02:08 |
 | Timbersaw | 68 | 100.00% | 75.3 | 51.47% | +51.47% | +7.35% | -16.18% | -7.20% | 07:35 | 03:32 | 05:54 | 06:49 | 09:10 | 12:51 | 03:16 | 02:25 |
 | Underlord | 60 | 71.43% | 74.0 | 53.33% | -13.34% | +13.34% | -20.00% | -10.42% | 08:41 | 03:38 | 07:05 | 08:49 | 10:17 | 16:35 | 03:12 | 02:22 |
 | Techies | 35 | 72.92% | 72.7 | 51.43% | +5.28% | -6.99% | +4.13% | 1.69% | 13:28 | 05:41 | 09:23 | 13:32 | 15:57 | 23:48 | 06:34 | 04:51 |
 | Zeus | 25 | 100.00% | 71.4 | 48.00% | +48.00% | +18.67% | +2.00% | -9.53% | 06:42 | 03:53 | 05:12 | 05:58 | 06:57 | 15:08 | 01:45 | 01:17 |
 | Broodmother | 54 | 94.74% | 70.1 | 48.15% | +14.82% | +8.99% | -32.77% | -27.53% | 06:57 | 04:45 | 06:08 | 06:32 | 07:39 | 10:31 | 01:31 | 01:07 |
 | Death Prophet | 63 | 60.58% | 68.8 | 50.79% | +11.77% | +17.96% | -25.79% | -27.06% | 07:00 | 04:16 | 05:53 | 06:40 | 07:30 | 13:33 | 01:37 | 01:11 |
 | Skywrath Mage | 28 | 50.91% | 67.5 | 53.57% | +23.94% | +3.57% | +32.14% | 8.75% | 14:36 | 08:13 | 11:19 | 13:24 | 14:35 | 41:07 | 03:16 | 02:25 |
 | Rubick | 235 | 87.36% | 66.2 | 47.23% | +11.94% | +3.62% | +1.92% | -0.49% | 11:31 | 04:36 | 09:20 | 11:02 | 12:50 | 40:02 | 03:30 | 02:35 |
 | Venomancer | 8 | 36.36% | 64.9 | 62.50% | -1.79% | -12.50% | +37.50% | 9.09% | 10:06 | 05:07 | 05:35 | 07:44 | 11:05 | 22:12 | 05:30 | 04:04 |
 | Enigma | 49 | 100.00% | 63.6 | 44.90% | +44.90% | -11.57% | -3.23% | 6.26% | 05:51 | 03:45 | 04:53 | 05:35 | 06:13 | 14:25 | 01:20 | 00:59 |
 | Tidehunter | 41 | 78.85% | 62.3 | 46.34% | +0.89% | +13.66% | -6.34% | -5.80% | 08:47 | 04:29 | 06:31 | 07:18 | 09:58 | 38:28 | 03:27 | 02:33 |
 | Necrophos | 1 | 25.00% | 61.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 11:25 | 00:00 | 00:00 |
 | Gyrocopter | 2 | 10.00% | 59.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 30:44 | 20:18 | 20:18 | 41:09 | 41:09 | 41:09 | 20:51 | 15:26 |
 | Snapfire | 88 | 69.29% | 58.4 | 44.32% | +5.86% | +10.23% | -3.41% | -2.11% | 11:00 | 04:05 | 06:27 | 10:01 | 12:55 | 33:19 | 06:28 | 04:47 |
 | Earthshaker | 21 | 60.00% | 57.1 | 47.62% | +11.91% | -7.62% | +32.38% | 2.37% | 15:30 | 06:44 | 08:29 | 10:46 | 25:23 | 34:57 | 16:54 | 12:31 |
 | Io | 5 | 7.14% | 55.8 | 80.00% | +29.23% | +20.00% | -80.00% | 0.00% | 25:38 | 19:49 | 19:49 | 25:09 | 26:34 | 35:14 | 06:45 | 05:00 |
 | Tiny | 19 | 10.98% | 54.5 | 57.89% | +11.14% | -37.89% | +2.11% | 1.85% | 23:09 | 08:32 | 09:44 | 23:30 | 31:22 | 53:01 | 21:38 | 16:01 |
 | Hoodwink | 42 | 87.50% | 53.2 | 40.48% | +23.81% | +4.97% | -10.48% | -4.39% | 12:20 | 04:50 | 10:06 | 11:29 | 13:37 | 26:45 | 03:31 | 02:36 |
 | Jakiro | 15 | 48.39% | 51.9 | 46.67% | +21.67% | +3.33% | +28.33% | 4.42% | 15:06 | 06:51 | 10:57 | 14:18 | 16:36 | 32:21 | 05:39 | 04:11 |
 | Batrider | 8 | 13.79% | 50.6 | 62.50% | +26.50% | -12.50% | +37.50% | 0.00% | 06:27 | 04:10 | 05:06 | 06:19 | 07:06 | 09:06 | 02:00 | 01:28 |
 | Shadow Demon | 13 | 72.22% | 49.4 | 38.46% | -1.54% | -5.13% | -5.13% | 0.00% | 11:23 | 05:44 | 08:51 | 12:28 | 13:04 | 14:36 | 04:13 | 03:07 |
 | Visage | 11 | 39.29% | 48.1 | 45.45% | -19.26% | -12.12% | +21.22% | 0.00% | 12:27 | 04:54 | 07:31 | 12:08 | 15:04 | 26:54 | 07:33 | 05:35 |
 | Brewmaster | 16 | 66.67% | 46.8 | 37.50% | 0.00% | -37.50% | -12.50% | 6.52% | 11:47 | 06:41 | 07:23 | 09:21 | 11:13 | 40:01 | 03:50 | 02:50 |
 | Phoenix | 2 | 3.57% | 45.5 | 100.00% | +53.70% | 0.00% | 0.00% | 0.00% | 25:01 | 23:59 | 23:59 | 26:03 | 26:03 | 26:03 | 02:04 | 01:31 |
 | Alchemist | 6 | 6.00% | 44.2 | 66.67% | +9.22% | -16.67% | -66.67% | 0.00% | 08:11 | 04:11 | 07:24 | 07:46 | 09:42 | 10:28 | 02:18 | 01:42 |
 | Ogre Magi | 4 | 40.00% | 42.9 | 50.00% | +16.67% | +50.00% | -50.00% | -30.93% | 16:23 | 13:29 | 13:29 | 15:58 | 16:43 | 19:22 | 03:14 | 02:23 |
 | Grimstroke | 10 | 100.00% | 41.6 | 30.00% | +30.00% | +3.33% | +20.00% | 7.58% | 09:42 | 06:32 | 08:46 | 09:26 | 10:58 | 12:28 | 02:12 | 01:37 |
 | Centaur Warrunner | 5 | 13.89% | 40.3 | 60.00% | +40.65% | +40.00% | -60.00% | 0.00% | 19:57 | 09:12 | 09:12 | 17:36 | 28:40 | 30:15 | 19:28 | 14:25 |
 | Clockwerk | 4 | 2.94% | 39.0 | 75.00% | +18.18% | +25.00% | +25.00% | 0.00% | 23:27 | 07:12 | 07:12 | 19:31 | 29:33 | 37:32 | 22:21 | 16:33 |
 | Magnus | 7 | 33.33% | 37.7 | 42.86% | 0.00% | -42.86% | +7.14% | 20.55% | 08:18 | 03:27 | 04:37 | 05:58 | 07:03 | 24:56 | 02:26 | 01:48 |
 | Axe | 1 | 9.09% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 32:39 | 00:00 | 00:00 |
 | Bounty Hunter | 3 | 8.11% | 35.1 | 66.67% | +10.79% | +33.33% | 0.00% | 0.00% | 13:42 | 08:09 | 08:09 | 15:20 | 17:37 | 17:37 | 09:28 | 07:00 |
 | Primal Beast | 12 | 12.50% | 33.8 | 41.67% | -3.57% | -8.34% | -41.67% | -9.22% | 09:27 | 06:00 | 07:33 | 09:19 | 11:10 | 11:55 | 03:37 | 02:40 |
 | Bane | 4 | 80.00% | 32.5 | 25.00% | -75.00% | -25.00% | +75.00% | 98.36% | 15:06 | 14:31 | 14:31 | 14:31 | 15:32 | 15:48 | 01:01 | 00:45 |
 | Elder Titan | 1 | 4.00% | 31.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 00:00 | 00:00 |
 | Riki | 4 | 11.43% | 29.9 | 50.00% | -1.61% | +50.00% | -50.00% | 0.00% | 21:14 | 16:24 | 16:24 | 17:52 | 19:34 | 31:05 | 03:10 | 02:20 |
 | Crystal Maiden | 6 | 5.08% | 28.6 | 50.00% | +2.68% | -50.00% | +50.00% | 0.00% | 15:43 | 08:45 | 09:11 | 15:54 | 17:50 | 26:11 | 08:39 | 06:24 |
 | Dragon Knight | 7 | 8.97% | 27.3 | 42.86% | -17.70% | +7.14% | +7.14% | 0.00% | 24:08 | 08:08 | 18:58 | 27:39 | 28:42 | 29:15 | 09:44 | 07:12 |
 | Abaddon | 1 | 2.94% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 17:39 | 00:00 | 00:00 |
 | Storm Spirit | 11 | 7.43% | 24.7 | 36.36% | -19.84% | +30.31% | -36.36% | -66.67% | 06:37 | 05:29 | 06:08 | 06:29 | 06:46 | 08:17 | 00:38 | 00:28 |
 | Puck | 1 | 1.52% | 23.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 32:58 | 00:00 | 00:00 |
 | Slark | 1 | 1.33% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Dark Willow | 2 | 14.29% | 20.8 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 19:30 | 12:02 | 12:02 | 26:58 | 26:58 | 26:58 | 14:56 | 11:03 |
 | Dazzle | 3 | 33.33% | 19.5 | 33.33% | 0.00% | -33.33% | 0.00% | 1.69% | 19:00 | 12:14 | 12:14 | 12:51 | 31:55 | 31:55 | 19:41 | 14:34 |
 | Windranger | 2 | 13.33% | 18.2 | 50.00% | +11.54% | -50.00% | 0.00% | 0.00% | 15:37 | 08:30 | 08:30 | 22:44 | 22:44 | 22:44 | 14:14 | 10:32 |
 | Ember Spirit | 1 | 0.69% | 16.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Enchantress | 6 | 4.08% | 15.6 | 33.33% | -17.73% | +16.67% | -33.33% | 0.00% | 22:57 | 10:17 | 17:04 | 20:46 | 28:14 | 37:19 | 11:10 | 08:16 |
 | Void Spirit | 2 | 4.55% | 14.3 | 50.00% | -4.76% | -50.00% | 0.00% | 0.00% | 08:10 | 07:17 | 07:17 | 09:02 | 09:02 | 09:02 | 01:45 | 01:17 |
 | Nyx Assassin | 4 | 17.39% | 13.0 | 25.00% | -1.32% | -25.00% | +75.00% | 16.48% | 18:45 | 07:28 | 07:28 | 09:30 | 13:32 | 44:30 | 06:04 | 04:29 |
 | Tusk | 3 | 3.23% | 11.7 | 33.33% | -14.45% | -33.33% | 0.00% | 0.00% | 18:27 | 09:21 | 09:21 | 10:21 | 35:40 | 35:40 | 26:19 | 19:29 |
 | Outworld Destroyer | 2 | 16.67% | 10.4 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 25:38 | 23:53 | 23:53 | 27:23 | 27:23 | 27:23 | 03:30 | 02:35 |
 | Omniknight | 2 | 25.00% | 9.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 15:12 | 08:40 | 08:40 | 21:43 | 21:43 | 21:43 | 13:03 | 09:40 |
 | Medusa | 1 | 3.57% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 08:33 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 50.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 00:00 | 00:00 |
 | Lina | 1 | 11.11% | 5.2 | 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 |
 | Bristleback | 1 | 20.00% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 06:57 | 00:00 | 00:00 |
 | Sand King | 1 | 14.29% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:44 | 06:44 | 06:44 | 06:44 | 06:44 | 06:44 | 00:00 | 00:00 |
 | Mars | 4 | 17.39% | 1.3 | 0.00% | -42.11% | 0.00% | 0.00% | 0.00% | 08:16 | 06:19 | 06:19 | 08:13 | 08:54 | 09:37 | 02:35 | 01:54 |