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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 | 3021 | 36.22% | 65.3 | 53.69% | +19.75% | +1.14% | +3.13% | 0.31% | 11:27 | 03:11 | 06:57 | 09:54 | 13:24 | 55:02 | 04:46 |
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 | 7 | 77.78% | 100.0 | 85.71% | +35.71% | +14.29% | -35.71% | -6.59% | 16:57 | 06:16 | 10:46 | 12:59 | 18:21 | 33:52 | 07:35 | 05:37 |
 | Visage | 31 | 62.00% | 98.7 | 74.19% | +32.08% | -11.69% | +13.31% | 3.87% | 10:42 | 03:44 | 05:52 | 07:44 | 12:20 | 30:44 | 06:28 | 04:47 |
 | Tidehunter | 45 | 75.00% | 97.4 | 71.11% | +24.44% | +10.71% | +1.62% | -3.06% | 07:18 | 04:26 | 05:33 | 07:05 | 08:31 | 18:35 | 02:58 | 02:11 |
 | Crystal Maiden | 25 | 17.61% | 96.2 | 80.00% | +36.41% | +3.33% | -13.33% | -3.72% | 14:59 | 09:23 | 11:13 | 13:44 | 15:42 | 34:33 | 04:29 | 03:19 |
 | Riki | 79 | 71.82% | 94.9 | 68.35% | +7.06% | -8.35% | -3.35% | 1.48% | 20:18 | 06:27 | 18:42 | 20:06 | 22:05 | 38:04 | 03:23 | 02:30 |
 | Treant Protector | 215 | 64.56% | 93.6 | 62.79% | +20.42% | -1.68% | +3.88% | 1.43% | 14:23 | 05:19 | 10:48 | 12:36 | 14:41 | 51:58 | 03:53 | 02:52 |
 | Void Spirit | 6 | 26.09% | 92.3 | 83.33% | +48.04% | +16.67% | -83.33% | 0.00% | 11:08 | 06:47 | 07:22 | 08:08 | 14:07 | 17:45 | 06:45 | 05:00 |
 | Beastmaster | 47 | 31.54% | 91.0 | 68.09% | +24.95% | +6.91% | -18.09% | -1.93% | 24:15 | 04:04 | 18:56 | 23:35 | 31:52 | 48:41 | 12:56 | 09:34 |
 | Pugna | 18 | 94.74% | 89.7 | 61.11% | -38.89% | +38.89% | -11.11% | -8.11% | 09:52 | 04:36 | 05:50 | 09:00 | 12:00 | 22:04 | 06:10 | 04:34 |
 | Silencer | 46 | 32.62% | 88.5 | 67.39% | +24.23% | +7.61% | -3.75% | -2.00% | 17:36 | 09:47 | 12:16 | 13:32 | 17:57 | 55:02 | 05:41 | 04:12 |
 | Mirana | 161 | 75.23% | 87.2 | 61.49% | +23.75% | +16.01% | -1.49% | -4.01% | 13:48 | 05:11 | 10:17 | 11:57 | 14:39 | 44:04 | 04:22 | 03:14 |
 | Brewmaster | 16 | 48.48% | 85.9 | 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 |
 | Omniknight | 16 | 84.21% | 84.6 | 62.50% | +29.17% | +12.50% | -12.50% | -3.56% | 17:01 | 08:16 | 12:19 | 15:18 | 19:20 | 32:27 | 07:01 | 05:11 |
 | Chen | 4 | 50.00% | 83.3 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 16:09 | 11:19 | 11:19 | 15:36 | 17:14 | 20:27 | 05:55 | 04:22 |
 | Leshrac | 169 | 100.00% | 82.1 | 57.40% | +57.40% | +9.27% | -16.92% | -18.27% | 06:17 | 04:03 | 05:25 | 06:06 | 06:51 | 11:55 | 01:26 | 01:03 |
 | Abaddon | 2 | 22.22% | 80.8 | 100.00% | +85.71% | 0.00% | 0.00% | 0.00% | 15:59 | 13:23 | 13:23 | 18:34 | 18:34 | 18:34 | 05:11 | 03:50 |
 | Earthshaker | 17 | 85.00% | 79.5 | 58.82% | -7.85% | -8.82% | +16.18% | 2.35% | 14:16 | 04:15 | 07:56 | 10:37 | 18:33 | 43:31 | 10:37 | 07:51 |
 | Oracle | 5 | 83.33% | 78.2 | 60.00% | +60.00% | -60.00% | +40.00% | 17.91% | 17:21 | 10:29 | 10:29 | 14:27 | 16:04 | 32:20 | 05:35 | 04:08 |
 | Broodmother | 143 | 100.00% | 76.9 | 54.55% | +54.55% | +14.89% | -4.55% | -11.78% | 07:06 | 04:17 | 06:15 | 06:53 | 07:54 | 12:05 | 01:39 | 01:13 |
 | Enigma | 68 | 100.00% | 75.6 | 54.41% | +54.41% | +4.41% | +4.41% | 0.00% | 06:10 | 04:05 | 05:13 | 05:56 | 06:31 | 11:26 | 01:18 | 00:57 |
 | Shadow Demon | 31 | 93.94% | 74.4 | 54.84% | +4.84% | +7.66% | +7.66% | 0.00% | 11:21 | 06:25 | 08:41 | 11:24 | 12:34 | 17:09 | 03:53 | 02:52 |
 | Disruptor | 39 | 31.97% | 73.1 | 61.54% | +4.91% | -1.54% | -11.54% | -2.43% | 15:33 | 08:25 | 12:23 | 14:33 | 16:30 | 43:42 | 04:07 | 03:02 |
 | Lich | 8 | 21.62% | 71.8 | 75.00% | +16.38% | +25.00% | +25.00% | 0.00% | 14:40 | 08:26 | 12:09 | 12:36 | 16:00 | 20:24 | 03:51 | 02:51 |
 | Timbersaw | 49 | 100.00% | 70.5 | 53.06% | +53.06% | -3.06% | -11.39% | -3.68% | 07:23 | 03:22 | 05:29 | 07:00 | 07:45 | 16:29 | 02:16 | 01:40 |
 | Dark Seer | 51 | 100.00% | 69.2 | 52.94% | +52.94% | +8.60% | -14.48% | -8.10% | 07:06 | 04:02 | 05:33 | 06:52 | 08:24 | 11:22 | 02:51 | 02:06 |
 | Underlord | 16 | 72.73% | 67.9 | 56.25% | +6.25% | +43.75% | -6.25% | -17.54% | 07:17 | 04:37 | 05:12 | 06:34 | 08:03 | 14:16 | 02:51 | 02:06 |
 | Rubick | 430 | 95.13% | 66.7 | 49.77% | +13.41% | +5.79% | -5.84% | -3.25% | 11:30 | 03:11 | 09:03 | 10:50 | 12:38 | 48:26 | 03:35 | 02:39 |
 | Dazzle | 5 | 62.50% | 65.4 | 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 |
 | Phoenix | 4 | 4.12% | 64.1 | 100.00% | +54.84% | 0.00% | 0.00% | 0.00% | 15:21 | 07:06 | 07:06 | 17:27 | 17:30 | 19:21 | 10:24 | 07:42 |
 | Magnus | 55 | 96.49% | 62.8 | 49.09% | -0.91% | +8.05% | -13.38% | -9.82% | 06:17 | 04:01 | 04:51 | 05:58 | 07:02 | 14:32 | 02:11 | 01:37 |
 | Death Prophet | 169 | 65.25% | 61.5 | 49.70% | +1.92% | +9.82% | +2.68% | -3.40% | 07:25 | 04:04 | 05:51 | 06:49 | 07:57 | 32:32 | 02:06 | 01:33 |
 | Undying | 78 | 70.91% | 60.3 | 50.00% | +3.12% | -10.00% | -7.89% | 0.51% | 13:46 | 05:29 | 11:39 | 13:17 | 15:47 | 27:37 | 04:08 | 03:03 |
 | Pangolier | 177 | 95.16% | 59.0 | 48.02% | +3.58% | -2.57% | +1.98% | 2.01% | 08:19 | 04:32 | 06:57 | 08:07 | 09:13 | 21:51 | 02:16 | 01:40 |
 | Sven | 3 | 6.52% | 57.7 | 100.00% | +65.12% | 0.00% | 0.00% | 0.00% | 22:44 | 09:19 | 09:19 | 22:54 | 35:59 | 35:59 | 26:40 | 19:45 |
 | Snapfire | 186 | 80.87% | 56.4 | 47.31% | +13.22% | -0.50% | +0.52% | 0.18% | 11:23 | 03:29 | 07:28 | 10:13 | 13:16 | 43:12 | 05:48 | 04:17 |
 | Dark Willow | 7 | 17.50% | 55.1 | 71.43% | +25.98% | -21.43% | -21.43% | 0.00% | 11:19 | 04:58 | 07:51 | 12:34 | 13:36 | 14:06 | 05:45 | 04:15 |
 | Nyx Assassin | 2 | 11.11% | 53.8 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:40 | 25:13 | 25:13 | 32:06 | 32:06 | 32:06 | 06:53 | 05:05 |
 | Clockwerk | 11 | 5.14% | 52.6 | 72.73% | +19.53% | -39.40% | +27.27% | 14.87% | 14:56 | 09:01 | 10:27 | 14:10 | 14:56 | 27:09 | 04:29 | 03:19 |
 | Zeus | 51 | 100.00% | 51.3 | 43.14% | +43.14% | -12.37% | -4.68% | 4.12% | 07:12 | 04:29 | 05:39 | 06:31 | 07:31 | 21:33 | 01:52 | 01:22 |
 | Ancient Apparition | 1 | 25.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 00:00 | 00:00 |
 | Techies | 37 | 88.10% | 48.7 | 43.24% | +23.24% | +12.32% | +1.20% | -3.46% | 12:28 | 07:01 | 09:40 | 11:05 | 12:53 | 26:24 | 03:13 | 02:22 |
 | Doom | 67 | 62.04% | 47.4 | 43.28% | -3.06% | +3.78% | +3.78% | 0.00% | 07:52 | 03:45 | 05:12 | 06:18 | 09:47 | 17:55 | 04:35 | 03:23 |
 | Hoodwink | 151 | 94.38% | 46.2 | 40.40% | +18.18% | -0.93% | +1.71% | 0.70% | 13:04 | 06:36 | 11:00 | 12:15 | 14:45 | 26:33 | 03:45 | 02:46 |
 | Skywrath Mage | 19 | 51.35% | 44.9 | 47.37% | +8.48% | -27.37% | -7.37% | 7.50% | 15:03 | 08:21 | 12:54 | 14:46 | 15:34 | 27:01 | 02:40 | 01:58 |
 | Storm Spirit | 8 | 19.05% | 43.6 | 62.50% | +18.38% | -12.50% | +37.50% | 37.97% | 06:19 | 05:19 | 05:38 | 06:02 | 06:57 | 07:29 | 01:19 | 00:58 |
 | Earth Spirit | 6 | 17.65% | 42.3 | 66.67% | +30.96% | +33.33% | -66.67% | -5.95% | 17:05 | 06:25 | 06:49 | 12:54 | 23:37 | 38:08 | 16:48 | 12:26 |
 | Venomancer | 4 | 66.67% | 41.0 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 12:50 | 07:35 | 07:35 | 13:28 | 14:49 | 15:29 | 07:14 | 05:21 |
 | Centaur Warrunner | 14 | 16.87% | 39.7 | 57.14% | +2.07% | -7.14% | +9.53% | 2.38% | 23:17 | 16:34 | 18:03 | 19:57 | 25:03 | 39:03 | 07:00 | 05:11 |
 | Tiny | 35 | 11.59% | 38.5 | 51.43% | +1.99% | -6.99% | +4.13% | 0.76% | 21:59 | 07:37 | 12:36 | 22:27 | 27:12 | 44:48 | 14:36 | 10:48 |
 | Primal Beast | 25 | 18.94% | 37.2 | 48.00% | +0.34% | +35.33% | -14.67% | -24.39% | 07:26 | 03:39 | 05:48 | 07:29 | 07:51 | 14:38 | 02:03 | 01:31 |
 | Grimstroke | 4 | 50.00% | 35.9 | 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% | 34.6 | 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 | 31 | 50.00% | 33.3 | 38.71% | +3.23% | +11.29% | -1.21% | -2.37% | 10:57 | 04:32 | 07:40 | 11:35 | 12:57 | 17:44 | 05:17 | 03:54 |
 | Keeper of the Light | 17 | 20.00% | 32.1 | 47.06% | -7.35% | +27.94% | +2.94% | -4.79% | 13:53 | 06:18 | 09:44 | 13:47 | 14:57 | 30:50 | 05:13 | 03:51 |
 | Enchantress | 4 | 6.67% | 30.8 | 75.00% | +32.14% | -75.00% | +25.00% | 62.50% | 23:54 | 21:14 | 21:14 | 21:36 | 22:50 | 29:54 | 01:36 | 01:11 |
 | Axe | 1 | 14.29% | 29.5 | 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 | 54.17% | 28.2 | 38.46% | +2.10% | -5.13% | -5.13% | 0.00% | 15:21 | 08:00 | 11:56 | 15:15 | 17:21 | 22:23 | 05:25 | 04:00 |
 | Necrophos | 2 | 50.00% | 26.9 | 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 |
 | Viper | 6 | 15.79% | 25.6 | 50.00% | -6.25% | 0.00% | -50.00% | -25.42% | 08:02 | 05:26 | 06:29 | 06:38 | 08:27 | 13:16 | 01:58 | 01:27 |
 | Io | 1 | 5.88% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 32:34 | 00:00 | 00:00 |
 | Tusk | 17 | 5.31% | 23.1 | 41.18% | -3.37% | +8.82% | +33.82% | 2.64% | 13:53 | 04:37 | 06:33 | 09:06 | 16:01 | 47:39 | 09:28 | 07:00 |
 | Naga Siren | 6 | 6.90% | 21.8 | 50.00% | -8.02% | +50.00% | -50.00% | 0.00% | 12:24 | 09:25 | 09:29 | 10:43 | 12:19 | 21:03 | 02:50 | 02:05 |
 | Bane | 6 | 40.00% | 20.5 | 33.33% | +11.11% | +16.67% | +66.67% | 7.33% | 14:46 | 07:59 | 12:02 | 13:24 | 18:51 | 20:25 | 06:49 | 05:02 |
 | Mars | 14 | 12.61% | 19.2 | 35.71% | -5.53% | +39.29% | -35.71% | -30.20% | 08:44 | 04:00 | 06:23 | 07:14 | 08:52 | 28:51 | 02:29 | 01:50 |
 | Vengeful Spirit | 2 | 25.00% | 17.9 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 10:57 | 08:31 | 08:31 | 13:22 | 13:22 | 13:22 | 04:51 | 03:35 |
 | Sand King | 3 | 50.00% | 16.7 | 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 |
 | Witch Doctor | 3 | 50.00% | 15.4 | 33.33% | 0.00% | +66.67% | 0.00% | -4.57% | 13:28 | 05:21 | 05:21 | 15:05 | 19:57 | 19:57 | 14:36 | 10:48 |
 | Spirit Breaker | 1 | 2.56% | 14.1 | 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 |
 | Marci | 1 | 0.79% | 12.8 | 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 | 11.54% | 11.5 | 33.33% | -40.58% | -33.33% | 0.00% | 0.00% | 25:50 | 18:17 | 18:17 | 22:17 | 36:55 | 36:55 | 18:38 | 13:48 |
 | Razor | 4 | 22.22% | 10.3 | 25.00% | -39.29% | +75.00% | -25.00% | -18.63% | 10:58 | 07:01 | 07:01 | 09:07 | 12:23 | 15:19 | 05:22 | 03:58 |
 | Legion Commander | 5 | 13.16% | 9.0 | 20.00% | -10.30% | -20.00% | -20.00% | 0.00% | 18:28 | 11:19 | 11:19 | 12:51 | 13:09 | 43:01 | 01:50 | 01:21 |
 | Batrider | 4 | 2.70% | 7.7 | 25.00% | -29.17% | -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% | 6.4 | 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 |
 | Lina | 1 | 0.55% | 5.1 | 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 |
 | Warlock | 2 | 50.00% | 3.8 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 18:18 | 14:41 | 14:41 | 21:55 | 21:55 | 21:55 | 07:14 | 05:21 |
 | Pudge | 1 | 2.04% | 2.6 | 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 |
 | Bounty Hunter | 1 | 16.67% | 1.3 | 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 |