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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 | 2214 | 36.24% | 66.9 | 53.70% | +19.79% | +2.26% | +2.54% | 0.04% | 11:23 | 03:39 | 06:52 | 09:45 | 13:23 | 55:02 | 04:49 |
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 | |
 | Shadow Shaman | 4 | 80.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:22 | 06:16 | 06:16 | 10:46 | 11:25 | 12:59 | 05:09 | 03:48 |
 | Omniknight | 11 | 78.57% | 98.7 | 81.82% | +48.49% | +18.18% | -15.15% | -4.46% | 16:07 | 08:16 | 11:52 | 14:38 | 19:20 | 24:07 | 07:28 | 05:31 |
 | Oracle | 4 | 80.00% | 97.4 | 75.00% | +75.00% | -75.00% | +25.00% | 16.04% | 17:59 | 10:29 | 10:29 | 12:23 | 16:43 | 32:20 | 06:14 | 04:37 |
 | Visage | 29 | 70.73% | 96.1 | 65.52% | +32.19% | -8.38% | -8.38% | 0.00% | 12:40 | 03:44 | 06:27 | 11:33 | 16:12 | 30:44 | 09:45 | 07:13 |
 | Earthshaker | 21 | 91.30% | 94.7 | 61.90% | +61.90% | -1.90% | -1.90% | 0.00% | 14:03 | 04:15 | 07:12 | 10:26 | 18:33 | 43:31 | 11:21 | 08:24 |
 | Skywrath Mage | 10 | 52.63% | 93.4 | 70.00% | +36.67% | -36.67% | +30.00% | 18.43% | 14:58 | 08:21 | 13:54 | 14:23 | 17:31 | 19:38 | 03:37 | 02:40 |
 | Snapfire | 136 | 83.95% | 92.1 | 60.29% | +33.37% | -1.47% | +7.36% | 1.46% | 11:25 | 04:24 | 07:17 | 09:30 | 13:20 | 43:12 | 06:03 | 04:28 |
 | Broodmother | 97 | 100.00% | 90.8 | 58.76% | +58.76% | +20.41% | -12.93% | -22.23% | 06:55 | 04:31 | 06:15 | 06:45 | 07:45 | 10:02 | 01:30 | 01:06 |
 | Enigma | 71 | 100.00% | 89.5 | 57.75% | +57.75% | +3.36% | +3.36% | 0.00% | 06:16 | 04:05 | 05:06 | 05:44 | 06:25 | 21:26 | 01:19 | 00:58 |
 | Silencer | 32 | 35.96% | 88.2 | 65.63% | +27.03% | +21.87% | +21.87% | 0.00% | 17:52 | 05:14 | 12:09 | 13:32 | 17:57 | 55:02 | 05:48 | 04:17 |
 | Witch Doctor | 3 | 75.00% | 86.8 | 66.67% | -33.33% | +33.33% | 0.00% | -2.27% | 10:12 | 05:17 | 05:17 | 05:21 | 19:57 | 19:57 | 14:40 | 10:51 |
 | Treant Protector | 157 | 65.15% | 85.5 | 59.24% | +18.76% | +4.86% | -0.27% | -1.31% | 13:15 | 05:19 | 09:56 | 12:06 | 13:51 | 51:58 | 03:55 | 02:54 |
 | Pugna | 14 | 100.00% | 84.2 | 57.14% | +57.14% | +17.86% | -23.81% | -7.94% | 10:38 | 05:38 | 06:45 | 11:02 | 12:00 | 22:04 | 05:15 | 03:53 |
 | Leshrac | 97 | 100.00% | 82.9 | 56.70% | +56.70% | +5.80% | -23.37% | -21.61% | 06:17 | 04:03 | 05:30 | 06:15 | 06:51 | 10:01 | 01:21 | 01:00 |
 | Crystal Maiden | 18 | 17.82% | 81.6 | 72.22% | +32.46% | +7.78% | -22.22% | -9.57% | 15:14 | 09:31 | 12:34 | 15:00 | 15:42 | 34:33 | 03:08 | 02:19 |
 | Disruptor | 22 | 22.45% | 80.3 | 68.18% | +14.23% | -1.51% | -8.18% | -1.24% | 15:40 | 04:53 | 12:23 | 13:50 | 17:47 | 43:42 | 05:24 | 04:00 |
 | Pangolier | 141 | 96.58% | 78.9 | 55.32% | -24.68% | -1.03% | +1.82% | 1.28% | 08:16 | 04:44 | 06:59 | 08:07 | 09:13 | 21:51 | 02:14 | 01:39 |
 | Riki | 67 | 72.83% | 77.6 | 56.72% | -7.28% | -3.78% | -3.78% | 0.00% | 20:36 | 08:16 | 18:42 | 20:17 | 22:01 | 38:04 | 03:19 | 02:27 |
 | Dark Willow | 5 | 23.81% | 76.3 | 80.00% | +30.00% | +20.00% | -80.00% | -17.09% | 12:20 | 07:51 | 07:51 | 13:36 | 13:42 | 14:06 | 05:51 | 04:20 |
 | Mirana | 114 | 73.08% | 75.0 | 55.26% | +24.31% | +20.60% | -1.69% | -4.97% | 13:58 | 04:22 | 10:17 | 11:49 | 14:46 | 42:16 | 04:29 | 03:19 |
 | Brewmaster | 9 | 42.86% | 73.7 | 66.67% | +25.00% | -16.67% | +33.33% | 6.21% | 13:09 | 05:23 | 06:09 | 11:28 | 14:12 | 34:55 | 08:03 | 05:57 |
 | Undying | 94 | 70.15% | 72.4 | 54.26% | +11.76% | -0.09% | -23.83% | -7.09% | 13:22 | 05:29 | 11:37 | 13:11 | 14:58 | 27:37 | 03:21 | 02:28 |
 | Primal Beast | 16 | 18.18% | 71.1 | 68.75% | +21.53% | +6.25% | -18.75% | -5.38% | 08:55 | 03:44 | 06:09 | 08:26 | 10:48 | 14:38 | 04:39 | 03:26 |
 | Void Spirit | 7 | 30.43% | 69.7 | 71.43% | +40.18% | +28.57% | -21.43% | -8.36% | 15:41 | 06:47 | 08:08 | 13:34 | 14:07 | 36:47 | 05:59 | 04:25 |
 | Venomancer | 7 | 77.78% | 68.4 | 57.14% | +57.14% | +42.86% | -7.14% | -6.91% | 11:34 | 05:33 | 07:35 | 13:28 | 14:49 | 15:29 | 07:14 | 05:21 |
 | Timbersaw | 56 | 100.00% | 67.1 | 51.79% | +51.79% | +12.50% | -8.93% | -8.99% | 07:03 | 03:40 | 05:20 | 06:56 | 07:43 | 16:29 | 02:23 | 01:45 |
 | Ancient Apparition | 1 | 33.33% | 65.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 12:54 | 00:00 | 00:00 |
 | Abaddon | 4 | 33.33% | 64.5 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 16:50 | 13:23 | 13:23 | 16:59 | 18:25 | 18:34 | 05:02 | 03:43 |
 | Rubick | 296 | 93.97% | 63.2 | 50.34% | +18.76% | +11.82% | -7.10% | -5.26% | 11:40 | 04:10 | 09:16 | 11:04 | 12:52 | 48:26 | 03:36 | 02:40 |
 | Sand King | 2 | 100.00% | 61.8 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 06:40 | 05:58 | 05:58 | 07:22 | 07:22 | 07:22 | 01:24 | 01:02 |
 | Death Prophet | 110 | 64.33% | 60.5 | 49.09% | -1.73% | +8.05% | -15.76% | -11.71% | 07:16 | 04:19 | 05:52 | 06:43 | 07:54 | 23:56 | 02:02 | 01:30 |
 | Jakiro | 9 | 60.00% | 59.2 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 15:01 | 08:00 | 11:56 | 15:15 | 16:46 | 22:23 | 04:50 | 03:34 |
 | Phoenix | 6 | 6.90% | 57.9 | 83.33% | +38.89% | -33.33% | +16.67% | 0.00% | 16:06 | 07:06 | 07:55 | 16:25 | 17:30 | 30:14 | 09:35 | 07:05 |
 | Beastmaster | 27 | 30.34% | 56.6 | 55.56% | +15.24% | +15.87% | -26.99% | -3.36% | 25:40 | 04:53 | 19:06 | 22:44 | 31:52 | 48:41 | 12:46 | 09:27 |
 | Underlord | 16 | 69.57% | 55.3 | 50.00% | +7.14% | +25.00% | -25.00% | -12.71% | 08:17 | 05:01 | 05:49 | 07:05 | 09:45 | 15:26 | 03:56 | 02:54 |
 | Nyx Assassin | 2 | 11.76% | 53.9 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 28:40 | 25:13 | 25:13 | 32:06 | 32:06 | 32:06 | 06:53 | 05:05 |
 | Zeus | 49 | 100.00% | 52.6 | 44.90% | +44.90% | -19.90% | -11.57% | 3.29% | 07:44 | 04:29 | 05:39 | 06:34 | 08:11 | 21:33 | 02:32 | 01:52 |
 | Dark Seer | 43 | 100.00% | 51.3 | 44.19% | +44.19% | +28.54% | -7.83% | -14.65% | 06:47 | 03:50 | 05:09 | 06:21 | 07:38 | 11:22 | 02:29 | 01:50 |
 | Tidehunter | 27 | 65.85% | 50.0 | 48.15% | -23.28% | +8.99% | -5.29% | -4.58% | 07:28 | 04:33 | 05:29 | 07:01 | 08:36 | 15:17 | 03:07 | 02:18 |
 | Keeper of the Light | 12 | 30.77% | 48.7 | 58.33% | -4.63% | +8.34% | +8.34% | 0.00% | 12:58 | 06:57 | 09:44 | 12:01 | 14:24 | 22:40 | 04:40 | 03:27 |
 | Dazzle | 4 | 80.00% | 47.4 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 22:29 | 05:31 | 05:31 | 07:23 | 28:52 | 48:11 | 23:21 | 17:17 |
 | Io | 2 | 10.53% | 46.1 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 28:34 | 24:34 | 24:34 | 32:34 | 32:34 | 32:34 | 08:00 | 05:55 |
 | Warlock | 1 | 25.00% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 17:30 | 00:00 | 00:00 |
 | Clockwerk | 6 | 4.58% | 43.4 | 83.33% | +32.13% | +16.67% | +16.67% | 0.00% | 20:52 | 10:12 | 13:26 | 14:30 | 27:09 | 37:19 | 13:43 | 10:09 |
 | Enchantress | 9 | 14.29% | 42.1 | 66.67% | +18.52% | -16.67% | -16.67% | 0.00% | 21:21 | 11:34 | 18:19 | 21:14 | 22:50 | 29:54 | 04:31 | 03:20 |
 | Tiny | 23 | 9.79% | 40.8 | 56.52% | +2.75% | -6.52% | -6.52% | 0.00% | 21:26 | 06:20 | 09:34 | 22:27 | 27:12 | 44:48 | 17:38 | 13:03 |
 | Lich | 3 | 33.33% | 39.5 | 66.67% | +66.67% | -66.67% | 0.00% | 10.03% | 15:56 | 12:36 | 12:36 | 15:58 | 19:15 | 19:15 | 06:39 | 04:55 |
 | Magnus | 52 | 100.00% | 38.2 | 38.46% | +38.46% | +15.39% | -15.38% | -16.34% | 06:04 | 04:01 | 04:40 | 05:21 | 06:33 | 14:32 | 01:53 | 01:23 |
 | Hoodwink | 87 | 94.57% | 36.8 | 37.93% | -22.07% | -1.57% | +2.98% | 1.19% | 13:07 | 06:36 | 10:56 | 12:15 | 14:45 | 25:51 | 03:49 | 02:49 |
 | Ogre Magi | 6 | 50.00% | 35.5 | 50.00% | +50.00% | 0.00% | +50.00% | 16.04% | 17:21 | 15:30 | 15:45 | 15:49 | 18:52 | 19:43 | 03:07 | 02:18 |
 | Doom | 45 | 64.29% | 34.2 | 40.00% | +4.00% | +5.45% | +5.45% | 0.00% | 06:56 | 03:39 | 05:01 | 05:55 | 07:31 | 16:55 | 02:30 | 01:51 |
 | Techies | 30 | 85.71% | 32.9 | 36.67% | -23.33% | -11.67% | -8.10% | 1.00% | 12:27 | 08:01 | 09:44 | 11:28 | 13:19 | 23:55 | 03:35 | 02:39 |
 | Shadow Demon | 28 | 87.50% | 31.6 | 35.71% | -39.29% | +7.15% | -7.14% | -3.51% | 12:00 | 06:25 | 08:14 | 10:33 | 12:18 | 41:56 | 04:04 | 03:00 |
 | Dawnbreaker | 11 | 34.38% | 30.3 | 45.45% | +7.35% | -12.12% | -45.45% | -15.15% | 08:45 | 04:42 | 05:28 | 06:20 | 07:40 | 25:01 | 02:12 | 01:37 |
 | Arc Warden | 1 | 14.29% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Bane | 7 | 50.00% | 27.6 | 42.86% | +14.29% | +7.14% | +7.14% | 0.00% | 14:30 | 07:59 | 12:02 | 13:24 | 15:55 | 20:25 | 03:53 | 02:52 |
 | Centaur Warrunner | 5 | 9.09% | 26.3 | 60.00% | +12.00% | +40.00% | +40.00% | 0.00% | 23:08 | 16:02 | 16:02 | 22:21 | 23:49 | 36:52 | 07:47 | 05:45 |
 | Naga Siren | 5 | 6.76% | 25.0 | 60.00% | +9.28% | +40.00% | -60.00% | 0.00% | 10:41 | 09:25 | 09:25 | 10:43 | 11:27 | 12:19 | 02:02 | 01:30 |
 | Tusk | 9 | 3.90% | 23.7 | 44.44% | +0.30% | -44.44% | +5.56% | 3.07% | 21:47 | 07:37 | 09:06 | 16:01 | 25:24 | 47:39 | 16:18 | 12:04 |
 | Sven | 1 | 2.70% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:19 | 09:19 | 09:19 | 09:19 | 09:19 | 09:19 | 00:00 | 00:00 |
 | Chen | 3 | 37.50% | 21.1 | 33.33% | +13.33% | -33.33% | 0.00% | 2.84% | 12:23 | 04:42 | 04:42 | 16:01 | 16:25 | 16:25 | 11:43 | 08:40 |
 | Puck | 1 | 1.52% | 19.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 24:45 | 00:00 | 00:00 |
 | Marci | 1 | 1.23% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Mars | 5 | 6.67% | 17.1 | 40.00% | +4.29% | +60.00% | -40.00% | 0.00% | 06:05 | 04:18 | 04:18 | 05:36 | 07:36 | 07:54 | 03:18 | 02:26 |
 | Lina | 1 | 0.63% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 05:04 | 00:00 | 00:00 |
 | Earth Spirit | 2 | 8.70% | 14.5 | 50.00% | +11.90% | -50.00% | 0.00% | 0.00% | 18:16 | 12:54 | 12:54 | 23:37 | 23:37 | 23:37 | 10:43 | 07:56 |
 | Legion Commander | 5 | 20.83% | 13.2 | 20.00% | -1.05% | -20.00% | -20.00% | 0.00% | 18:28 | 11:19 | 11:19 | 12:51 | 13:09 | 43:01 | 01:50 | 01:21 |
 | Razor | 3 | 23.08% | 11.8 | 0.00% | -70.00% | 0.00% | 0.00% | 0.00% | 12:16 | 09:07 | 09:07 | 12:23 | 15:19 | 15:19 | 06:12 | 04:35 |
 | Vengeful Spirit | 1 | 16.67% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 13:22 | 00:00 | 00:00 |
 | Pudge | 1 | 3.33% | 9.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 09:44 | 00:00 | 00:00 |
 | Viper | 4 | 18.18% | 7.9 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 08:28 | 06:29 | 06:29 | 08:27 | 09:08 | 09:49 | 02:39 | 01:57 |
 | Bloodseeker | 1 | 2.38% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:52 | 04:52 | 04:52 | 04:52 | 04:52 | 04:52 | 00:00 | 00:00 |
 | Batrider | 1 | 0.83% | 5.3 | 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 |
 | Outworld Destroyer | 1 | 8.33% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 00:00 | 00:00 |
 | Grimstroke | 2 | 33.33% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:58 | 09:20 | 09:20 | 10:36 | 10:36 | 10:36 | 01:16 | 00:56 |
 | Necrophos | 1 | 50.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:43 | 05:43 | 05:43 | 05:43 | 05:43 | 05:43 | 00:00 | 00:00 |