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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 | 3730 | 36.32% | 62.1 | 53.51% | +19.56% | +2.33% | +1.64% | -0.11% | 11:19 | 03:11 | 06:51 | 09:45 | 13:17 | 55:02 | 04:45 |
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 | 8 | 80.00% | 100.0 | 87.50% | +37.50% | +12.50% | -37.50% | -6.59% | 16:16 | 06:16 | 10:46 | 11:29 | 18:21 | 33:52 | 07:35 | 05:37 |
 | Ancient Apparition | 2 | 33.33% | 98.8 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 20:41 | 12:54 | 12:54 | 28:27 | 28:27 | 28:27 | 15:33 | 11:31 |
 | Crystal Maiden | 28 | 17.50% | 97.5 | 78.57% | +37.66% | +7.14% | -7.14% | -4.06% | 14:59 | 09:23 | 12:11 | 13:44 | 15:42 | 34:33 | 03:31 | 02:36 |
 | Oracle | 7 | 77.78% | 96.3 | 71.43% | +71.43% | -21.43% | +28.57% | 13.57% | 16:33 | 10:29 | 12:23 | 14:27 | 16:04 | 32:20 | 03:41 | 02:43 |
 | Visage | 39 | 66.10% | 95.1 | 69.23% | +29.23% | -19.23% | -9.23% | 1.35% | 11:32 | 03:44 | 06:24 | 09:03 | 13:50 | 30:44 | 07:26 | 05:30 |
 | Pugna | 20 | 95.24% | 93.8 | 65.00% | -35.00% | +35.00% | -25.00% | -9.73% | 09:28 | 04:36 | 05:44 | 08:08 | 11:54 | 22:04 | 06:10 | 04:34 |
 | Treant Protector | 264 | 63.46% | 92.6 | 63.26% | +21.81% | +0.38% | +1.89% | 0.39% | 14:12 | 05:19 | 10:40 | 12:29 | 14:34 | 51:58 | 03:54 | 02:53 |
 | Beastmaster | 51 | 28.98% | 91.4 | 68.63% | +24.63% | +8.29% | -14.78% | -1.79% | 23:54 | 04:04 | 18:56 | 22:44 | 31:48 | 48:41 | 12:52 | 09:31 |
 | Omniknight | 17 | 77.27% | 90.1 | 64.71% | +24.71% | +10.29% | -14.71% | -3.04% | 17:26 | 08:16 | 12:19 | 18:22 | 20:32 | 32:27 | 08:13 | 06:05 |
 | Riki | 106 | 73.61% | 88.9 | 62.26% | +1.73% | +0.70% | +3.12% | 0.67% | 20:30 | 06:27 | 18:54 | 20:12 | 22:30 | 38:04 | 03:36 | 02:40 |
 | Brewmaster | 16 | 48.48% | 87.7 | 68.75% | +21.69% | +6.25% | +6.25% | 0.00% | 11:07 | 05:23 | 06:09 | 08:16 | 13:09 | 34:55 | 07:00 | 05:11 |
 | Disruptor | 45 | 30.61% | 86.4 | 66.67% | +10.79% | -3.03% | -12.12% | -2.13% | 15:08 | 04:53 | 12:14 | 14:00 | 16:30 | 43:42 | 04:16 | 03:09 |
 | Tidehunter | 56 | 74.67% | 85.2 | 60.71% | +8.08% | +10.72% | -10.71% | -6.56% | 07:29 | 04:26 | 05:34 | 07:04 | 08:50 | 18:35 | 03:16 | 02:25 |
 | Mirana | 184 | 75.10% | 84.0 | 59.24% | +23.17% | +14.67% | -2.72% | -3.98% | 13:50 | 04:22 | 10:17 | 11:49 | 14:39 | 44:04 | 04:22 | 03:14 |
 | Leshrac | 208 | 100.00% | 82.7 | 57.21% | +57.21% | +10.10% | -18.75% | -21.11% | 06:18 | 04:03 | 05:27 | 06:11 | 06:49 | 11:55 | 01:22 | 01:00 |
 | Silencer | 55 | 32.74% | 81.5 | 63.64% | +21.16% | +7.79% | -6.50% | -2.70% | 17:13 | 05:14 | 12:09 | 13:32 | 17:26 | 55:02 | 05:17 | 03:54 |
 | Broodmother | 169 | 100.00% | 80.2 | 56.21% | +56.21% | +17.60% | -6.21% | -13.74% | 07:05 | 04:17 | 06:11 | 06:51 | 07:55 | 12:05 | 01:44 | 01:17 |
 | Earthshaker | 28 | 87.50% | 79.0 | 57.14% | +7.14% | -14.28% | 0.00% | 1.95% | 13:34 | 04:15 | 08:20 | 10:26 | 15:39 | 43:31 | 07:19 | 05:25 |
 | Void Spirit | 8 | 25.00% | 77.8 | 75.00% | +45.83% | +25.00% | -25.00% | 0.00% | 14:38 | 06:47 | 07:22 | 12:36 | 14:07 | 36:47 | 06:45 | 05:00 |
 | Enigma | 117 | 100.00% | 76.5 | 54.70% | +54.70% | +0.47% | +3.92% | 2.76% | 06:11 | 04:05 | 05:12 | 05:50 | 06:27 | 21:26 | 01:15 | 00:55 |
 | Underlord | 21 | 72.41% | 75.3 | 57.14% | +7.14% | +42.86% | -17.14% | -15.58% | 07:37 | 04:37 | 05:12 | 06:34 | 09:03 | 15:26 | 03:51 | 02:51 |
 | Lich | 8 | 21.05% | 74.1 | 75.00% | +18.33% | +25.00% | +25.00% | 0.00% | 14:40 | 08:26 | 12:09 | 12:36 | 16:00 | 20:24 | 03:51 | 02:51 |
 | Undying | 130 | 67.01% | 72.8 | 53.85% | +8.54% | -2.33% | -16.35% | -3.41% | 13:31 | 05:29 | 11:26 | 13:11 | 15:33 | 27:37 | 04:07 | 03:02 |
 | Timbersaw | 70 | 100.00% | 71.6 | 50.00% | +50.00% | +11.11% | -14.71% | -8.90% | 07:19 | 03:22 | 05:29 | 07:00 | 08:23 | 16:29 | 02:54 | 02:08 |
 | Venomancer | 7 | 70.00% | 70.4 | 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 |
 | Phoenix | 7 | 5.47% | 69.1 | 85.71% | +41.08% | -35.71% | +14.29% | 0.00% | 16:34 | 07:06 | 07:55 | 17:27 | 17:30 | 30:14 | 09:35 | 07:05 |
 | Zeus | 73 | 100.00% | 67.9 | 49.32% | +49.32% | -21.54% | -10.43% | 5.75% | 07:16 | 04:29 | 05:42 | 06:24 | 07:38 | 21:33 | 01:56 | 01:25 |
 | Snapfire | 226 | 81.59% | 66.7 | 50.00% | +18.63% | +4.39% | -1.79% | -1.07% | 11:12 | 03:29 | 07:17 | 09:51 | 13:02 | 43:12 | 05:45 | 04:15 |
 | Dark Seer | 63 | 100.00% | 65.4 | 49.21% | +49.21% | +13.29% | -5.46% | -8.15% | 06:51 | 03:50 | 05:27 | 06:30 | 07:45 | 11:22 | 02:18 | 01:42 |
 | Shadow Demon | 42 | 91.30% | 64.2 | 50.00% | -25.00% | +4.55% | +10.00% | 1.45% | 11:58 | 06:25 | 08:49 | 11:03 | 12:34 | 41:56 | 03:45 | 02:46 |
 | Dazzle | 5 | 62.50% | 63.0 | 60.00% | +60.00% | -60.00% | -60.00% | 0.00% | 19:09 | 05:31 | 05:31 | 07:23 | 28:52 | 48:11 | 23:21 | 17:17 |
 | Rubick | 520 | 94.89% | 61.7 | 49.04% | +16.90% | +7.11% | -7.50% | -4.08% | 11:27 | 03:11 | 09:06 | 10:52 | 12:41 | 48:26 | 03:35 | 02:39 |
 | Pangolier | 221 | 95.67% | 60.5 | 48.87% | -1.13% | +0.22% | -1.60% | -0.81% | 08:13 | 04:32 | 06:56 | 08:02 | 09:11 | 21:51 | 02:15 | 01:40 |
 | Abaddon | 4 | 28.57% | 59.3 | 75.00% | +55.00% | +25.00% | +25.00% | 0.00% | 16:50 | 13:23 | 13:23 | 16:59 | 18:25 | 18:34 | 05:02 | 03:43 |
 | Death Prophet | 200 | 64.52% | 58.0 | 49.50% | +0.41% | +8.50% | -3.50% | -5.85% | 07:18 | 04:04 | 05:51 | 06:45 | 07:54 | 32:32 | 02:03 | 01:31 |
 | Chen | 7 | 58.33% | 56.8 | 57.14% | +37.14% | -7.14% | +42.86% | 9.80% | 14:32 | 04:42 | 11:19 | 16:01 | 16:25 | 20:27 | 05:06 | 03:46 |
 | Clockwerk | 12 | 4.74% | 55.6 | 75.00% | +21.89% | -41.67% | +25.00% | 11.56% | 16:48 | 09:01 | 10:27 | 14:10 | 16:13 | 37:19 | 05:46 | 04:16 |
 | Dark Willow | 7 | 17.07% | 54.3 | 71.43% | +24.37% | -21.43% | -21.43% | 0.00% | 11:19 | 04:58 | 07:51 | 12:34 | 13:36 | 14:06 | 05:45 | 04:15 |
 | Skywrath Mage | 21 | 51.22% | 53.1 | 52.38% | +12.38% | -32.38% | +7.62% | 9.68% | 15:14 | 08:21 | 12:54 | 14:46 | 17:02 | 27:01 | 04:08 | 03:03 |
 | Sven | 3 | 5.56% | 51.9 | 100.00% | +62.75% | 0.00% | 0.00% | 0.00% | 22:44 | 09:19 | 09:19 | 22:54 | 35:59 | 35:59 | 26:40 | 19:45 |
 | Primal Beast | 31 | 20.00% | 50.6 | 54.84% | +7.26% | +20.16% | +7.66% | -4.31% | 07:59 | 03:39 | 06:09 | 07:42 | 09:03 | 14:38 | 02:54 | 02:08 |
 | Magnus | 72 | 97.30% | 49.4 | 43.06% | -6.94% | +6.94% | -15.28% | -10.02% | 06:13 | 04:01 | 04:49 | 05:40 | 07:02 | 14:32 | 02:13 | 01:38 |
 | Doom | 76 | 62.30% | 48.1 | 44.74% | -0.91% | +13.15% | +2.63% | -2.28% | 07:42 | 03:39 | 05:05 | 06:13 | 09:42 | 17:55 | 04:37 | 03:25 |
 | Nyx Assassin | 2 | 9.52% | 46.9 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 28:40 | 25:13 | 25:13 | 32:06 | 32:06 | 32:06 | 06:53 | 05:05 |
 | Hoodwink | 168 | 93.85% | 45.7 | 40.48% | +13.21% | -2.38% | +2.38% | 1.17% | 13:02 | 06:36 | 10:41 | 12:15 | 14:45 | 26:33 | 04:04 | 03:00 |
 | Enchantress | 9 | 10.47% | 44.4 | 66.67% | +21.22% | -16.67% | -16.67% | 0.00% | 21:21 | 11:34 | 18:19 | 21:14 | 22:50 | 29:54 | 04:31 | 03:20 |
 | Centaur Warrunner | 16 | 16.33% | 43.2 | 56.25% | +1.37% | -6.25% | +18.75% | 4.17% | 22:52 | 16:02 | 17:49 | 19:57 | 23:49 | 39:03 | 06:00 | 04:26 |
 | Io | 2 | 7.69% | 42.0 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 28:34 | 24:34 | 24:34 | 32:34 | 32:34 | 32:34 | 08:00 | 05:55 |
 | Tiny | 39 | 10.40% | 40.7 | 51.28% | -0.21% | -1.28% | +8.72% | 0.66% | 21:33 | 06:20 | 12:09 | 22:27 | 27:12 | 44:48 | 15:03 | 11:08 |
 | Techies | 46 | 85.19% | 39.5 | 39.13% | -10.87% | +2.54% | -11.86% | -4.09% | 12:36 | 07:01 | 09:44 | 11:05 | 13:15 | 26:24 | 03:31 | 02:36 |
 | Earth Spirit | 6 | 13.95% | 38.3 | 66.67% | +28.83% | +33.33% | -66.67% | -5.95% | 17:05 | 06:25 | 06:49 | 12:54 | 23:37 | 38:08 | 16:48 | 12:26 |
 | Storm Spirit | 8 | 13.56% | 37.0 | 62.50% | +13.48% | -12.50% | +37.50% | 0.00% | 06:19 | 05:19 | 05:38 | 06:02 | 06:57 | 07:29 | 01:19 | 00:58 |
 | Witch Doctor | 4 | 57.14% | 35.8 | 50.00% | +16.67% | +50.00% | -50.00% | -10.20% | 11:25 | 05:17 | 05:17 | 05:21 | 15:05 | 19:57 | 09:48 | 07:15 |
 | Grimstroke | 4 | 50.00% | 34.6 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 10:00 | 09:08 | 09:08 | 09:20 | 10:36 | 10:56 | 01:28 | 01:05 |
 | Ogre Magi | 6 | 40.00% | 33.3 | 50.00% | +38.89% | 0.00% | +50.00% | 16.04% | 17:21 | 15:30 | 15:45 | 15:49 | 18:52 | 19:43 | 03:07 | 02:18 |
 | Dawnbreaker | 36 | 51.43% | 32.1 | 38.89% | +0.65% | +27.78% | -5.56% | -5.20% | 10:51 | 04:32 | 06:32 | 11:00 | 12:57 | 25:01 | 06:25 | 04:45 |
 | Axe | 1 | 14.29% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 25:18 | 00:00 | 00:00 |
 | Jakiro | 13 | 52.00% | 29.6 | 38.46% | +5.13% | -5.13% | -5.13% | 0.00% | 15:21 | 08:00 | 11:56 | 15:15 | 17:21 | 22:23 | 05:25 | 04:00 |
 | Bane | 7 | 41.18% | 28.4 | 42.86% | +22.86% | +7.14% | +7.14% | 0.00% | 14:30 | 07:59 | 12:02 | 13:24 | 15:55 | 20:25 | 03:53 | 02:52 |
 | Necrophos | 2 | 50.00% | 27.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 07:09 | 05:43 | 05:43 | 08:34 | 08:34 | 08:34 | 02:51 | 02:06 |
 | Keeper of the Light | 20 | 21.74% | 25.9 | 40.00% | -14.17% | +20.00% | 0.00% | -3.83% | 14:02 | 06:18 | 09:44 | 13:18 | 14:57 | 30:50 | 05:13 | 03:51 |
 | Arc Warden | 1 | 10.00% | 24.7 | 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 |
 | Tusk | 20 | 5.19% | 23.5 | 45.00% | +0.62% | -5.00% | +35.00% | 3.22% | 15:38 | 04:37 | 06:59 | 09:06 | 19:24 | 47:39 | 12:25 | 09:11 |
 | Mars | 17 | 13.82% | 22.2 | 35.29% | -4.33% | +39.71% | -35.29% | -23.94% | 08:15 | 04:00 | 05:01 | 07:14 | 08:09 | 28:51 | 03:08 | 02:19 |
 | Viper | 8 | 20.00% | 21.0 | 37.50% | -18.75% | +12.50% | -37.50% | -18.87% | 08:24 | 05:26 | 06:29 | 07:55 | 09:08 | 13:16 | 02:39 | 01:57 |
 | Naga Siren | 6 | 5.22% | 19.8 | 50.00% | -4.13% | +50.00% | -50.00% | 0.00% | 12:24 | 09:25 | 09:29 | 10:43 | 12:19 | 21:03 | 02:50 | 02:05 |
 | Sand King | 3 | 50.00% | 18.5 | 33.33% | +33.33% | -33.33% | 0.00% | 8.44% | 07:45 | 05:58 | 05:58 | 07:22 | 09:55 | 09:55 | 03:57 | 02:55 |
 | Vengeful Spirit | 2 | 22.22% | 17.3 | 50.00% | +21.43% | +50.00% | 0.00% | 0.00% | 10:57 | 08:31 | 08:31 | 13:22 | 13:22 | 13:22 | 04:51 | 03:35 |
 | Warlock | 3 | 42.86% | 16.0 | 33.33% | -41.67% | -33.33% | 0.00% | 4.61% | 18:02 | 14:41 | 14:41 | 17:30 | 21:55 | 21:55 | 07:14 | 05:21 |
 | Spirit Breaker | 1 | 1.92% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 |
 | Puck | 1 | 0.98% | 13.6 | 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 | 0.66% | 12.3 | 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 |
 | Outworld Destroyer | 3 | 11.11% | 11.1 | 33.33% | -37.50% | -33.33% | 0.00% | 0.00% | 25:50 | 18:17 | 18:17 | 22:17 | 36:55 | 36:55 | 18:38 | 13:48 |
 | Razor | 4 | 19.05% | 9.9 | 25.00% | -45.59% | +75.00% | -25.00% | -18.63% | 10:58 | 07:01 | 07:01 | 09:07 | 12:23 | 15:19 | 05:22 | 03:58 |
 | Lina | 2 | 0.85% | 8.6 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 09:13 | 05:04 | 05:04 | 13:22 | 13:22 | 13:22 | 08:18 | 06:08 |
 | Legion Commander | 5 | 11.90% | 7.4 | 20.00% | -7.03% | -20.00% | -20.00% | 0.00% | 18:28 | 11:19 | 11:19 | 12:51 | 13:09 | 43:01 | 01:50 | 01:21 |
 | Batrider | 4 | 2.06% | 6.2 | 25.00% | -30.79% | -25.00% | -25.00% | 0.00% | 15:08 | 08:58 | 08:58 | 09:22 | 20:58 | 21:13 | 12:00 | 08:53 |
 | Winter Wyvern | 3 | 60.00% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:56 | 12:11 | 12:11 | 13:15 | 16:21 | 16:21 | 04:10 | 03:05 |
 | Bounty Hunter | 1 | 7.69% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Pudge | 1 | 1.79% | 2.5 | 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 |
 | Bloodseeker | 1 | 1.52% | 1.2 | 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 |