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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 | |
 | Bottle | 1922 | 20.43% | 36.8 | 49.38% | +5.06% | +7.58% | -5.42% | -13.00% | 02:10 | 00:09 | 01:28 | 01:44 | 02:09 | 45:33 | 00:30 |
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 | |
 | Beastmaster | 55 | 63.95% | 100.0 | 61.82% | +19.88% | +16.75% | +2.47% | -14.28% | 01:30 | 00:50 | 01:13 | 01:24 | 01:39 | 02:45 | 00:26 | 00:19 |
 | Razor | 33 | 54.10% | 98.5 | 63.64% | +10.07% | +11.36% | -13.64% | -25.00% | 01:51 | 01:02 | 01:33 | 01:48 | 02:03 | 02:58 | 00:30 | 00:22 |
 | Queen of Pain | 36 | 94.74% | 97.1 | 58.33% | +58.33% | -2.77% | +19.45% | 22.22% | 02:12 | 01:06 | 01:30 | 01:59 | 02:18 | 05:53 | 00:48 | 00:35 |
 | Templar Assassin | 74 | 77.08% | 95.6 | 59.46% | +9.46% | +8.96% | -9.46% | -18.42% | 01:56 | 00:44 | 01:37 | 01:53 | 02:11 | 03:49 | 00:34 | 00:25 |
 | Magnus | 21 | 25.61% | 94.1 | 66.67% | +10.93% | +13.33% | -26.67% | -40.00% | 01:57 | 01:00 | 01:25 | 01:34 | 02:09 | 05:14 | 00:44 | 00:32 |
 | Puck | 222 | 92.12% | 92.6 | 54.05% | -9.11% | +4.88% | -8.60% | -13.48% | 01:54 | 00:40 | 01:30 | 01:45 | 02:03 | 09:32 | 00:33 | 00:24 |
 | Ember Spirit | 123 | 97.62% | 91.2 | 53.66% | -13.01% | +1.18% | -2.05% | -3.23% | 02:01 | 00:15 | 01:32 | 01:43 | 02:03 | 11:13 | 00:31 | 00:22 |
 | Shadow Fiend | 17 | 100.00% | 89.7 | 52.94% | +52.94% | -27.94% | -2.94% | 25.00% | 01:39 | 00:59 | 01:11 | 01:22 | 01:54 | 03:18 | 00:43 | 00:31 |
 | Bristleback | 42 | 56.76% | 88.2 | 57.14% | +16.51% | +33.77% | +2.86% | -30.91% | 01:55 | 01:02 | 01:21 | 01:34 | 02:10 | 06:08 | 00:49 | 00:36 |
 | Kunkka | 31 | 73.81% | 86.8 | 54.84% | +0.29% | +20.16% | -17.34% | -37.50% | 02:14 | 01:37 | 01:47 | 02:01 | 02:19 | 04:27 | 00:32 | 00:23 |
 | Doom | 22 | 22.00% | 85.3 | 63.64% | +9.79% | +3.03% | -3.64% | -6.67% | 01:59 | 01:04 | 01:30 | 01:37 | 02:06 | 04:16 | 00:36 | 00:26 |
 | Leshrac | 118 | 76.62% | 83.8 | 51.69% | -1.09% | +21.64% | -10.31% | -31.95% | 01:54 | 00:16 | 01:23 | 01:40 | 01:59 | 09:34 | 00:36 | 00:26 |
 | Morphling | 44 | 38.94% | 82.4 | 54.55% | +8.17% | +9.09% | -18.19% | -27.28% | 01:50 | 01:14 | 01:37 | 01:44 | 02:00 | 02:55 | 00:23 | 00:17 |
 | Storm Spirit | 124 | 98.41% | 80.9 | 47.58% | -2.42% | +10.48% | -8.87% | -19.35% | 01:33 | 00:09 | 01:16 | 01:30 | 01:44 | 03:36 | 00:28 | 00:20 |
 | Viper | 31 | 39.24% | 79.4 | 54.84% | +9.01% | +7.66% | +7.66% | 0.00% | 01:42 | 00:49 | 01:20 | 01:35 | 02:00 | 03:23 | 00:40 | 00:29 |
 | Windranger | 32 | 71.11% | 77.9 | 50.00% | -3.85% | 0.00% | -25.00% | -25.00% | 01:52 | 00:53 | 01:20 | 01:51 | 02:09 | 05:58 | 00:49 | 00:36 |
 | Pugna | 23 | 88.46% | 76.5 | 47.83% | +47.83% | +2.17% | -14.50% | -16.67% | 02:04 | 01:05 | 01:13 | 01:32 | 01:47 | 06:13 | 00:34 | 00:25 |
 | Sand King | 44 | 55.70% | 75.0 | 50.00% | +10.00% | +4.55% | +4.55% | 0.00% | 02:35 | 01:04 | 01:24 | 02:15 | 03:29 | 05:50 | 02:05 | 01:32 |
 | Tiny | 153 | 57.74% | 73.5 | 47.71% | +3.96% | +4.92% | -10.87% | -15.79% | 01:45 | 00:51 | 01:20 | 01:32 | 01:46 | 12:29 | 00:26 | 00:19 |
 | Lina | 63 | 48.84% | 72.1 | 49.21% | -2.31% | +13.29% | -5.46% | -18.75% | 01:42 | 00:47 | 01:20 | 01:42 | 01:58 | 02:54 | 00:38 | 00:28 |
 | Chen | 1 | 25.00% | 70.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:00 | 00:00 |
 | Death Prophet | 59 | 48.76% | 69.1 | 47.46% | -0.93% | -0.79% | +5.87% | 6.66% | 02:01 | 01:04 | 01:39 | 01:51 | 02:11 | 06:19 | 00:32 | 00:23 |
 | Dragon Knight | 33 | 26.40% | 67.6 | 51.52% | -0.65% | +10.98% | -1.52% | -12.50% | 01:45 | 01:05 | 01:28 | 01:40 | 01:59 | 02:44 | 00:31 | 00:22 |
 | Dark Seer | 72 | 76.60% | 66.2 | 43.06% | -25.12% | +6.94% | +1.38% | -4.33% | 02:50 | 00:39 | 02:05 | 02:41 | 03:22 | 09:26 | 01:17 | 00:57 |
 | Mars | 115 | 43.40% | 64.7 | 44.35% | -3.65% | -2.97% | +10.82% | 10.09% | 02:48 | 00:40 | 01:44 | 02:28 | 03:06 | 09:21 | 01:22 | 01:00 |
 | Batrider | 44 | 93.62% | 63.2 | 40.91% | +7.58% | +13.64% | +4.54% | -9.10% | 02:31 | 00:48 | 01:29 | 01:49 | 02:19 | 08:49 | 00:50 | 00:37 |
 | Void Spirit | 149 | 95.51% | 61.8 | 38.26% | -18.88% | -3.12% | -11.23% | -8.11% | 01:52 | 00:49 | 01:30 | 01:43 | 02:02 | 07:17 | 00:32 | 00:23 |
 | Disruptor | 2 | 4.55% | 60.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 00:16 | 00:09 | 00:09 | 00:23 | 00:23 | 00:23 | 00:14 | 00:10 |
 | Pangolier | 43 | 51.81% | 58.8 | 37.21% | -17.79% | -0.85% | +8.24% | 3.54% | 04:06 | 01:27 | 01:45 | 03:02 | 04:19 | 42:21 | 02:34 | 01:54 |
 | Brewmaster | 4 | 23.53% | 57.4 | 50.00% | +3.85% | -50.00% | +50.00% | 14.71% | 12:34 | 02:30 | 02:30 | 06:02 | 09:18 | 32:24 | 06:48 | 05:02 |
 | Snapfire | 12 | 3.87% | 55.9 | 50.00% | -2.68% | -16.67% | -50.00% | -33.33% | 01:36 | 01:02 | 01:17 | 01:27 | 02:01 | 02:07 | 00:44 | 00:32 |
 | Lycan | 1 | 6.67% | 54.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 01:53 | 00:00 | 00:00 |
 | Visage | 1 | 6.25% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 00:00 | 00:00 |
 | Omniknight | 1 | 5.56% | 51.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:31 | 04:31 | 04:31 | 04:31 | 04:31 | 04:31 | 00:00 | 00:00 |
 | Night Stalker | 1 | 5.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:32 | 01:32 | 01:32 | 01:32 | 01:32 | 01:32 | 00:00 | 00:00 |
 | Tinker | 5 | 100.00% | 48.5 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 02:25 | 01:39 | 01:39 | 02:16 | 02:22 | 03:47 | 00:43 | 00:31 |
 | Slark | 1 | 2.78% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 2.78% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 03:18 | 00:00 | 00:00 |
 | Juggernaut | 3 | 2.07% | 44.1 | 66.67% | +15.97% | -66.67% | 0.00% | 0.00% | 11:03 | 01:55 | 01:55 | 02:44 | 28:29 | 28:29 | 26:34 | 19:40 |
 | Underlord | 5 | 11.63% | 42.6 | 40.00% | +0.53% | -40.00% | -40.00% | 0.00% | 02:36 | 01:17 | 01:17 | 01:37 | 01:58 | 06:44 | 00:41 | 00:30 |
 | Phantom Assassin | 1 | 1.16% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Mirana | 4 | 3.10% | 39.7 | 50.00% | -0.40% | +50.00% | -50.00% | 0.00% | 01:37 | 00:48 | 00:48 | 01:46 | 01:55 | 01:57 | 01:07 | 00:49 |
 | Centaur Warrunner | 1 | 0.36% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 00:00 | 00:00 |
 | Tidehunter | 6 | 5.77% | 36.8 | 33.33% | -18.71% | -33.33% | -33.33% | 0.00% | 03:40 | 02:15 | 02:30 | 03:19 | 04:29 | 05:06 | 01:59 | 01:28 |
 | Gyrocopter | 6 | 5.61% | 35.3 | 33.33% | -15.18% | +16.67% | -33.33% | 0.00% | 02:28 | 01:34 | 01:35 | 01:43 | 03:33 | 04:35 | 01:58 | 01:27 |
 | Venomancer | 2 | 5.56% | 33.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 01:58 | 01:47 | 01:47 | 02:08 | 02:08 | 02:08 | 00:21 | 00:15 |
 | Medusa | 2 | 1.77% | 32.4 | 50.00% | -1.35% | -50.00% | 0.00% | 0.00% | 02:10 | 02:01 | 02:01 | 02:18 | 02:18 | 02:18 | 00:17 | 00:12 |
 | Earth Spirit | 6 | 4.23% | 30.9 | 16.67% | -28.92% | +33.33% | -16.67% | 0.00% | 07:21 | 01:31 | 01:36 | 01:59 | 02:10 | 34:40 | 00:34 | 00:25 |
 | Troll Warlord | 3 | 3.00% | 29.4 | 0.00% | -52.58% | 0.00% | 0.00% | 0.00% | 01:49 | 01:13 | 01:13 | 02:05 | 02:08 | 02:08 | 00:55 | 00:40 |
 | Io | 1 | 1.92% | 27.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 00:00 | 00:00 |
 | Enchantress | 1 | 0.62% | 26.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 28:20 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.93% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Dazzle | 3 | 18.75% | 23.5 | 0.00% | -53.85% | 0.00% | 0.00% | 0.00% | 01:20 | 01:19 | 01:19 | 01:20 | 01:21 | 01:21 | 00:02 | 00:01 |
 | Spectre | 1 | 1.19% | 22.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:03 | 02:03 | 02:03 | 02:03 | 02:03 | 02:03 | 00:00 | 00:00 |
 | Axe | 2 | 2.00% | 20.6 | 0.00% | -44.90% | 0.00% | 0.00% | 0.00% | 01:44 | 01:38 | 01:38 | 01:49 | 01:49 | 01:49 | 00:11 | 00:08 |
 | Hoodwink | 1 | 2.00% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 01:49 | 00:00 | 00:00 |
 | Grimstroke | 1 | 0.38% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:00 | 00:00 |
 | Oracle | 1 | 0.84% | 16.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:27 | 00:00 | 00:00 |
 | Legion Commander | 1 | 1.22% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 01:50 | 00:00 | 00:00 |
 | Abaddon | 1 | 0.67% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 01:27 | 00:00 | 00:00 |
 | Timbersaw | 2 | 1.45% | 11.8 | 0.00% | -52.94% | 0.00% | 0.00% | 0.00% | 02:58 | 02:13 | 02:13 | 03:42 | 03:42 | 03:42 | 01:29 | 01:05 |
 | Rubick | 4 | 4.26% | 10.3 | 0.00% | -38.89% | 0.00% | 0.00% | 0.00% | 01:41 | 01:26 | 01:26 | 01:42 | 01:46 | 01:51 | 00:20 | 00:14 |
 | Huskar | 1 | 6.67% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Warlock | 1 | 0.97% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:52 | 00:00 | 00:00 |
 | Necrophos | 1 | 2.44% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 01:47 | 00:00 | 00:00 |
 | Riki | 1 | 5.56% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 |
 | Zeus | 5 | 100.00% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:17 | 01:06 | 01:06 | 01:11 | 01:30 | 01:31 | 00:24 | 00:17 |
 | Invoker | 1 | 0.97% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 01:30 | 00:00 | 00:00 |