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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 | 1065 | 11.56% | 69.4 | 55.96% | +8.97% | -2.95% | +4.57% | 0.99% | 13:46 | 03:53 | 08:35 | 11:21 | 16:09 | 53:32 | 05:36 |
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 | |
 | Necrophos | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:55 | 09:55 | 09:55 | 09:55 | 09:55 | 09:55 | 00:00 | 00:00 |
 | Warlock | 2 | 33.33% | 98.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 13:16 | 13:04 | 13:04 | 13:27 | 13:27 | 13:27 | 00:23 | 00:17 |
 | Pangolier | 38 | 20.77% | 96.7 | 76.32% | +28.73% | +13.68% | +1.46% | -1.93% | 16:22 | 07:37 | 11:16 | 13:22 | 17:35 | 39:34 | 06:19 | 04:40 |
 | Storm Spirit | 49 | 40.83% | 95.1 | 69.39% | +24.32% | +22.28% | -11.06% | -4.61% | 19:34 | 08:56 | 15:34 | 17:54 | 22:48 | 34:31 | 07:14 | 05:21 |
 | Zeus | 11 | 84.62% | 93.4 | 63.64% | +63.64% | +3.03% | -30.31% | -33.34% | 07:29 | 06:50 | 06:58 | 07:29 | 07:44 | 08:27 | 00:46 | 00:34 |
 | Dazzle | 5 | 83.33% | 91.8 | 60.00% | +60.00% | +40.00% | -60.00% | -17.24% | 17:39 | 12:51 | 12:51 | 16:33 | 18:39 | 23:46 | 05:48 | 04:17 |
 | Timbersaw | 116 | 97.48% | 90.2 | 55.17% | +21.84% | +6.90% | +10.35% | 0.90% | 09:10 | 04:44 | 06:57 | 08:07 | 10:48 | 26:41 | 03:51 | 02:51 |
 | Grimstroke | 52 | 29.55% | 88.5 | 61.54% | +36.54% | -15.39% | -7.69% | 1.21% | 13:40 | 05:32 | 09:59 | 12:44 | 16:21 | 36:18 | 06:22 | 04:42 |
 | Oracle | 42 | 25.93% | 86.9 | 61.90% | +11.90% | -7.35% | -1.90% | 0.94% | 17:08 | 08:25 | 13:01 | 15:37 | 18:48 | 44:37 | 05:47 | 04:17 |
 | Shadow Demon | 28 | 63.64% | 85.2 | 57.14% | +7.14% | 0.00% | 0.00% | 0.00% | 11:31 | 06:53 | 10:33 | 11:00 | 12:28 | 15:07 | 01:55 | 01:25 |
 | Dark Seer | 55 | 100.00% | 83.6 | 50.91% | +50.91% | +6.23% | -0.91% | -1.98% | 10:19 | 04:55 | 07:23 | 09:16 | 10:59 | 28:41 | 03:36 | 02:40 |
 | Mirana | 51 | 35.42% | 82.0 | 56.86% | +13.85% | +4.68% | -3.01% | -0.62% | 19:43 | 08:14 | 12:12 | 19:48 | 24:31 | 45:07 | 12:19 | 09:07 |
 | Treant Protector | 2 | 15.38% | 80.3 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 19:08 | 12:38 | 12:38 | 25:38 | 25:38 | 25:38 | 13:00 | 09:37 |
 | Venomancer | 10 | 19.61% | 78.7 | 70.00% | +38.29% | +30.00% | +30.00% | 0.00% | 19:56 | 05:41 | 18:00 | 18:38 | 23:18 | 34:50 | 05:18 | 03:55 |
 | Shadow Shaman | 103 | 55.98% | 77.0 | 52.43% | +9.22% | +1.42% | -2.43% | -1.44% | 10:29 | 03:53 | 09:07 | 10:20 | 11:47 | 17:30 | 02:40 | 01:58 |
 | Rubick | 159 | 81.54% | 75.4 | 49.06% | +15.73% | +5.94% | -1.56% | -2.16% | 10:06 | 04:40 | 07:53 | 09:51 | 11:21 | 34:47 | 03:28 | 02:34 |
 | Earthshaker | 20 | 12.90% | 73.8 | 65.00% | +8.70% | +15.00% | -25.00% | -15.29% | 13:24 | 05:18 | 07:38 | 08:51 | 10:15 | 40:04 | 02:37 | 01:56 |
 | Enigma | 45 | 46.88% | 72.1 | 53.33% | +10.19% | -7.88% | +1.22% | 1.51% | 12:10 | 04:03 | 07:41 | 10:24 | 13:43 | 42:18 | 06:02 | 04:28 |
 | Brewmaster | 3 | 5.66% | 70.5 | 100.00% | +62.00% | 0.00% | 0.00% | 0.00% | 25:58 | 18:45 | 18:45 | 25:15 | 33:55 | 33:55 | 15:10 | 11:14 |
 | Underlord | 35 | 45.45% | 68.9 | 51.43% | -3.33% | -6.99% | -6.99% | 0.00% | 12:59 | 04:24 | 07:01 | 09:50 | 12:49 | 37:57 | 05:48 | 04:17 |
 | Leshrac | 17 | 22.97% | 67.2 | 58.82% | +23.73% | +16.18% | +16.18% | 0.00% | 12:59 | 05:10 | 06:31 | 11:38 | 15:02 | 34:49 | 08:31 | 06:18 |
 | Death Prophet | 11 | 5.02% | 65.6 | 72.73% | +23.69% | +27.27% | -6.06% | 0.00% | 26:12 | 14:35 | 18:09 | 25:41 | 31:02 | 37:27 | 12:53 | 09:32 |
 | Winter Wyvern | 10 | 28.57% | 63.9 | 60.00% | +12.00% | -26.67% | +40.00% | 20.41% | 14:51 | 08:12 | 10:42 | 12:23 | 13:58 | 33:10 | 03:16 | 02:25 |
 | Witch Doctor | 10 | 8.62% | 62.3 | 70.00% | +21.89% | -3.33% | -20.00% | -2.46% | 18:07 | 11:13 | 13:17 | 16:46 | 20:04 | 30:39 | 06:47 | 05:01 |
 | Ogre Magi | 7 | 12.73% | 60.7 | 71.43% | +25.60% | -71.43% | +28.57% | 15.00% | 16:31 | 11:52 | 12:07 | 17:55 | 18:47 | 21:00 | 06:40 | 04:56 |
 | Nyx Assassin | 10 | 4.72% | 59.0 | 70.00% | +17.03% | +30.00% | -20.00% | 0.00% | 16:24 | 06:44 | 10:05 | 13:15 | 22:17 | 32:17 | 12:12 | 09:02 |
 | Chen | 7 | 33.33% | 57.4 | 57.14% | 0.00% | -7.14% | +42.86% | 9.40% | 21:31 | 17:13 | 17:55 | 21:29 | 23:14 | 25:45 | 05:19 | 03:56 |
 | Elder Titan | 3 | 3.06% | 55.7 | 100.00% | +41.05% | 0.00% | 0.00% | 0.00% | 28:16 | 18:03 | 18:03 | 33:09 | 33:35 | 33:35 | 15:32 | 11:30 |
 | Puck | 15 | 4.52% | 54.1 | 60.00% | +4.79% | +15.00% | -10.00% | 0.00% | 25:13 | 14:43 | 19:57 | 25:02 | 27:24 | 37:53 | 07:27 | 05:31 |
 | Undying | 16 | 17.39% | 52.5 | 50.00% | +17.11% | 0.00% | 0.00% | 0.00% | 15:46 | 10:25 | 12:11 | 15:20 | 16:58 | 24:45 | 04:47 | 03:32 |
 | Pugna | 18 | 94.74% | 50.8 | 33.33% | +33.33% | +6.67% | -8.33% | -6.34% | 07:51 | 05:02 | 06:41 | 07:33 | 09:03 | 13:45 | 02:22 | 01:45 |
 | Snapfire | 3 | 17.65% | 49.2 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 11:18 | 10:15 | 10:15 | 10:43 | 12:55 | 12:55 | 02:40 | 01:58 |
 | Io | 2 | 2.44% | 47.5 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 25:49 | 25:43 | 25:43 | 25:54 | 25:54 | 25:54 | 00:11 | 00:08 |
 | Enchantress | 2 | 2.38% | 45.9 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 27:11 | 26:49 | 26:49 | 27:33 | 27:33 | 27:33 | 00:44 | 00:32 |
 | Beastmaster | 6 | 3.37% | 44.3 | 66.67% | +7.37% | +33.33% | -66.67% | 0.00% | 34:25 | 25:02 | 30:03 | 34:20 | 38:54 | 41:52 | 08:51 | 06:33 |
 | Sand King | 5 | 7.35% | 42.6 | 60.00% | +10.79% | +40.00% | +40.00% | 0.00% | 10:52 | 05:21 | 05:21 | 07:32 | 15:19 | 19:10 | 09:58 | 07:22 |
 | Tidehunter | 28 | 18.30% | 41.0 | 35.71% | -21.09% | +21.43% | -35.71% | -10.95% | 10:36 | 04:56 | 08:16 | 09:48 | 13:29 | 15:58 | 05:13 | 03:51 |
 | Omniknight | 2 | 40.00% | 39.3 | 50.00% | +16.67% | +50.00% | 0.00% | -9.55% | 27:52 | 25:15 | 25:15 | 30:29 | 30:29 | 30:29 | 05:14 | 03:52 |
 | Tusk | 2 | 1.08% | 37.7 | 100.00% | +52.72% | 0.00% | 0.00% | 0.00% | 33:08 | 32:51 | 32:51 | 33:24 | 33:24 | 33:24 | 00:33 | 00:24 |
 | Viper | 10 | 13.89% | 36.1 | 40.00% | -16.45% | +26.67% | -40.00% | -5.71% | 15:08 | 05:03 | 06:42 | 13:45 | 18:22 | 33:11 | 11:40 | 08:38 |
 | Skywrath Mage | 6 | 42.86% | 34.4 | 33.33% | +8.33% | +16.67% | -33.33% | -3.06% | 18:35 | 09:44 | 10:13 | 17:24 | 26:32 | 26:36 | 16:19 | 12:05 |
 | Luna | 1 | 4.17% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 4.00% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 00:00 | 00:00 |
 | Outworld Destroyer | 3 | 2.80% | 29.5 | 66.67% | +24.36% | +33.33% | 0.00% | 0.00% | 17:29 | 15:49 | 15:49 | 17:39 | 18:58 | 18:58 | 03:09 | 02:20 |
 | Dark Willow | 1 | 2.13% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:48 | 08:48 | 08:48 | 08:48 | 08:48 | 08:48 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 2.08% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 19:43 | 00:00 | 00:00 |
 | Bristleback | 1 | 1.92% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 24:31 | 00:00 | 00:00 |
 | Lina | 6 | 13.64% | 23.0 | 33.33% | -8.78% | -33.33% | +66.67% | 12.00% | 12:32 | 08:42 | 08:51 | 09:36 | 17:11 | 17:14 | 08:20 | 06:10 |
 | Crystal Maiden | 1 | 0.81% | 21.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Ancient Apparition | 6 | 11.11% | 19.7 | 33.33% | -16.67% | +16.67% | -33.33% | -2.41% | 24:19 | 11:26 | 13:10 | 15:17 | 33:56 | 45:18 | 20:46 | 15:22 |
 | Phoenix | 1 | 0.51% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 25:13 | 00:00 | 00:00 |
 | Void Spirit | 4 | 1.29% | 16.4 | 50.00% | -1.63% | -50.00% | +50.00% | 0.00% | 35:03 | 21:53 | 21:53 | 33:50 | 41:20 | 43:07 | 19:27 | 14:24 |
 | Windranger | 2 | 4.44% | 14.8 | 50.00% | +3.49% | -50.00% | 0.00% | 0.00% | 29:59 | 20:04 | 20:04 | 39:53 | 39:53 | 39:53 | 19:49 | 14:40 |
 | Disruptor | 2 | 3.33% | 13.1 | 50.00% | -8.62% | -50.00% | 0.00% | 0.00% | 11:06 | 10:11 | 10:11 | 12:00 | 12:00 | 12:00 | 01:49 | 01:20 |
 | Abaddon | 2 | 2.22% | 11.5 | 50.00% | -3.41% | -50.00% | 0.00% | 0.00% | 11:32 | 10:17 | 10:17 | 12:46 | 12:46 | 12:46 | 02:29 | 01:50 |
 | Earth Spirit | 7 | 2.87% | 9.8 | 28.57% | -15.31% | +71.43% | -28.57% | -11.15% | 32:51 | 23:17 | 24:13 | 28:28 | 33:11 | 53:32 | 08:58 | 06:38 |
 | Bloodseeker | 3 | 2.91% | 8.2 | 33.33% | -12.67% | -33.33% | 0.00% | 0.00% | 07:37 | 06:24 | 06:24 | 07:52 | 08:35 | 08:35 | 02:11 | 01:37 |
 | Bane | 1 | 16.67% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 24:54 | 00:00 | 00:00 |
 | Magnus | 1 | 9.09% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 08:58 | 00:00 | 00:00 |
 | Jakiro | 2 | 8.70% | 3.3 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 13:15 | 13:10 | 13:10 | 13:20 | 13:20 | 13:20 | 00:10 | 00:07 |
 | Techies | 2 | 50.00% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:45 | 05:02 | 05:02 | 06:28 | 06:28 | 06:28 | 01:26 | 01:03 |