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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 | 1643 | 20.41% | 39.3 | 49.60% | +5.32% | +8.06% | -5.80% | -13.86% | 02:12 | 00:09 | 01:28 | 01:44 | 02:10 | 45:33 | 00:31 |
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 | |
 | Bristleback | 37 | 56.92% | 100.0 | 64.86% | +25.57% | +24.03% | +1.81% | -22.22% | 01:54 | 01:02 | 01:20 | 01:32 | 01:45 | 06:08 | 00:25 | 00:18 |
 | Beastmaster | 54 | 67.50% | 98.5 | 62.96% | +20.65% | +15.61% | +6.27% | -9.34% | 01:30 | 00:50 | 01:13 | 01:24 | 01:40 | 02:45 | 00:27 | 00:20 |
 | Queen of Pain | 36 | 97.30% | 96.9 | 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 | 43 | 70.49% | 95.4 | 60.47% | +16.03% | +12.26% | -5.92% | -18.18% | 02:01 | 00:44 | 01:41 | 01:56 | 02:13 | 03:49 | 00:32 | 00:23 |
 | Kunkka | 27 | 81.82% | 93.8 | 59.26% | -7.41% | +12.17% | -16.40% | -28.57% | 02:15 | 01:37 | 01:50 | 02:01 | 02:19 | 04:27 | 00:29 | 00:21 |
 | Razor | 24 | 48.00% | 92.3 | 62.50% | +8.65% | +4.17% | +4.17% | 0.00% | 01:54 | 01:02 | 01:33 | 01:49 | 02:05 | 02:58 | 00:32 | 00:23 |
 | Ember Spirit | 107 | 97.27% | 90.8 | 54.21% | -12.46% | -2.36% | -2.36% | 0.00% | 01:59 | 00:15 | 01:32 | 01:41 | 02:03 | 11:13 | 00:31 | 00:22 |
 | Shadow Fiend | 13 | 100.00% | 89.2 | 53.85% | +53.85% | -53.85% | +12.82% | 66.67% | 01:31 | 00:59 | 01:11 | 01:22 | 01:46 | 02:22 | 00:35 | 00:25 |
 | Magnus | 11 | 19.30% | 87.7 | 72.73% | +20.56% | -6.06% | -6.06% | 0.00% | 01:51 | 01:00 | 01:16 | 01:34 | 01:39 | 05:14 | 00:23 | 00:17 |
 | Morphling | 33 | 36.26% | 86.2 | 60.61% | +12.33% | +26.89% | -35.61% | -62.50% | 01:53 | 01:20 | 01:37 | 01:46 | 02:01 | 02:55 | 00:24 | 00:17 |
 | Leshrac | 101 | 77.69% | 84.6 | 53.47% | +1.75% | +22.53% | -13.47% | -36.00% | 01:55 | 00:16 | 01:23 | 01:40 | 01:59 | 09:34 | 00:36 | 00:26 |
 | Puck | 185 | 90.69% | 83.1 | 52.43% | -10.73% | +4.09% | -6.78% | -10.87% | 01:57 | 00:40 | 01:30 | 01:46 | 02:03 | 09:32 | 00:33 | 00:24 |
 | Chen | 1 | 33.33% | 81.5 | 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 |
 | Lina | 49 | 45.79% | 80.0 | 55.10% | +5.10% | +19.90% | -5.10% | -25.00% | 01:44 | 00:47 | 01:25 | 01:44 | 02:03 | 02:54 | 00:38 | 00:28 |
 | Windranger | 27 | 75.00% | 78.5 | 51.85% | -14.82% | +5.29% | -23.28% | -28.57% | 01:57 | 00:53 | 01:20 | 01:59 | 02:10 | 05:58 | 00:50 | 00:37 |
 | Pugna | 22 | 88.00% | 76.9 | 50.00% | +50.00% | 0.00% | -10.00% | -10.00% | 02:04 | 01:05 | 01:13 | 01:30 | 01:53 | 06:13 | 00:40 | 00:29 |
 | Storm Spirit | 109 | 98.20% | 75.4 | 46.79% | -3.21% | +8.77% | -17.16% | -25.93% | 01:32 | 00:09 | 01:15 | 01:30 | 01:44 | 03:30 | 00:29 | 00:21 |
 | Tiny | 140 | 58.82% | 73.8 | 48.57% | +1.63% | +5.72% | -11.43% | -17.15% | 01:46 | 00:51 | 01:21 | 01:32 | 01:46 | 12:29 | 00:25 | 00:18 |
 | Batrider | 33 | 91.67% | 72.3 | 45.45% | +12.12% | +17.05% | -7.95% | -25.00% | 02:32 | 00:48 | 01:23 | 01:49 | 02:19 | 08:49 | 00:56 | 00:41 |
 | Viper | 27 | 44.26% | 70.8 | 51.85% | +1.85% | +5.29% | +5.29% | 0.00% | 01:38 | 00:49 | 01:18 | 01:32 | 01:58 | 02:50 | 00:40 | 00:29 |
 | Doom | 19 | 23.17% | 69.2 | 57.89% | +3.92% | +2.11% | +2.11% | 0.00% | 02:01 | 01:04 | 01:31 | 01:40 | 01:55 | 04:16 | 00:24 | 00:17 |
 | Dragon Knight | 27 | 33.33% | 67.7 | 51.85% | +7.41% | +19.58% | -8.99% | -28.57% | 01:47 | 01:05 | 01:31 | 01:46 | 02:01 | 02:44 | 00:30 | 00:22 |
 | Dark Seer | 59 | 74.68% | 66.2 | 44.07% | -30.93% | +15.93% | -4.07% | -14.81% | 02:56 | 00:39 | 02:13 | 02:46 | 03:34 | 09:26 | 01:21 | 01:00 |
 | Sand King | 40 | 56.34% | 64.6 | 45.00% | +6.29% | +5.00% | +5.00% | 0.00% | 02:32 | 01:04 | 01:23 | 01:57 | 03:29 | 05:50 | 02:06 | 01:33 |
 | Mars | 99 | 47.60% | 63.1 | 43.43% | -6.11% | +4.57% | +4.57% | 0.00% | 02:46 | 00:40 | 01:40 | 02:27 | 03:01 | 09:21 | 01:21 | 01:00 |
 | Void Spirit | 138 | 95.17% | 61.5 | 39.86% | -17.28% | -2.72% | -13.39% | -10.67% | 01:52 | 00:49 | 01:30 | 01:43 | 02:02 | 07:17 | 00:32 | 00:23 |
 | Death Prophet | 48 | 44.86% | 60.0 | 43.75% | -5.40% | -2.08% | +6.25% | 8.33% | 02:06 | 01:04 | 01:43 | 01:54 | 02:16 | 06:19 | 00:33 | 00:24 |
 | Disruptor | 2 | 5.41% | 58.5 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 00:16 | 00:09 | 00:09 | 00:23 | 00:23 | 00:23 | 00:14 | 00:10 |
 | Pangolier | 42 | 53.85% | 56.9 | 38.10% | -17.46% | -1.74% | +11.90% | 5.18% | 04:07 | 01:27 | 01:45 | 02:43 | 04:23 | 42:21 | 02:38 | 01:57 |
 | Snapfire | 11 | 4.04% | 55.4 | 54.55% | +2.06% | -21.22% | -21.22% | 0.00% | 01:34 | 01:02 | 01:17 | 01:27 | 01:42 | 02:07 | 00:25 | 00:18 |
 | Brewmaster | 4 | 26.67% | 53.8 | 50.00% | +13.64% | -50.00% | +50.00% | 14.71% | 12:34 | 02:30 | 02:30 | 06:02 | 09:18 | 32:24 | 06:48 | 05:02 |
 | Lycan | 1 | 7.69% | 52.3 | 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% | 50.8 | 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 |
 | Night Stalker | 1 | 5.56% | 49.2 | 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% | 47.7 | 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 | 3.03% | 46.2 | 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% | 44.6 | 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 | 2.19% | 43.1 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 11:03 | 01:55 | 01:55 | 02:44 | 28:29 | 28:29 | 26:34 | 19:40 |
 | Underlord | 5 | 13.16% | 41.5 | 40.00% | -2.42% | -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 | 1.25% | 40.0 | 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 | 3.39% | 38.5 | 50.00% | 0.00% | +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 | 0.38% | 36.9 | 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 | 6.38% | 35.4 | 33.33% | -17.81% | -33.33% | -33.33% | 0.00% | 03:40 | 02:15 | 02:30 | 03:19 | 04:29 | 05:06 | 01:59 | 01:28 |
 | Gyrocopter | 6 | 6.00% | 33.8 | 33.33% | -14.54% | +16.67% | -33.33% | 0.00% | 02:28 | 01:34 | 01:35 | 01:43 | 03:33 | 04:35 | 01:58 | 01:27 |
 | Medusa | 2 | 1.98% | 32.3 | 50.00% | -3.54% | -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 | 4.76% | 30.8 | 16.67% | -29.16% | +33.33% | -16.67% | -50.00% | 07:21 | 01:31 | 01:36 | 01:59 | 02:10 | 34:40 | 00:34 | 00:25 |
 | Enchantress | 1 | 0.79% | 29.2 | 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 |
 | Io | 1 | 2.13% | 27.7 | 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 |
 | Dazzle | 3 | 21.43% | 26.2 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 01:20 | 01:19 | 01:19 | 01:20 | 01:21 | 01:21 | 00:02 | 00:01 |
 | Spectre | 1 | 1.69% | 24.6 | 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 | 2.50% | 23.1 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 01:44 | 01:38 | 01:38 | 01:49 | 01:49 | 01:49 | 00:11 | 00:08 |
 | Hoodwink | 1 | 2.78% | 21.5 | 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 | 0.42% | 20.0 | 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 | 0.93% | 18.5 | 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 | 1.28% | 16.9 | 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 |
 | Abaddon | 1 | 0.74% | 15.4 | 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 | 1.79% | 13.8 | 0.00% | -50.91% | 0.00% | 0.00% | 0.00% | 02:58 | 02:13 | 02:13 | 03:42 | 03:42 | 03:42 | 01:29 | 01:05 |
 | Troll Warlord | 2 | 2.13% | 12.3 | 0.00% | -53.26% | 0.00% | 0.00% | 0.00% | 01:41 | 01:13 | 01:13 | 02:08 | 02:08 | 02:08 | 00:55 | 00:40 |
 | Rubick | 4 | 4.76% | 10.8 | 0.00% | -38.75% | 0.00% | 0.00% | 0.00% | 01:41 | 01:26 | 01:26 | 01:42 | 01:46 | 01:51 | 00:20 | 00:14 |
 | Huskar | 1 | 7.14% | 9.2 | 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 | 1.12% | 7.7 | 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% | 6.2 | 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% | 4.6 | 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% | 3.1 | 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 | 1.19% | 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 |