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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 | |
 | Guardian Greaves | 519 | 8.43% | 80.6 | 59.15% | +10.88% | +10.08% | +3.16% | -0.80% | 20:53 | 11:14 | 15:50 | 19:33 | 24:30 | 50:21 | 06:25 |
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 | |
 | Witch Doctor | 8 | 61.54% | 100.0 | 87.50% | +47.50% | +12.50% | +12.50% | 0.00% | 19:40 | 14:35 | 17:14 | 21:03 | 21:42 | 22:14 | 04:28 | 03:18 |
 | Dawnbreaker | 13 | 59.09% | 97.7 | 84.62% | +62.40% | +15.38% | -17.95% | -13.98% | 17:57 | 14:45 | 15:27 | 16:19 | 17:50 | 30:35 | 02:23 | 01:45 |
 | Chen | 14 | 45.16% | 95.5 | 71.43% | +30.25% | -21.43% | +28.57% | 4.52% | 26:33 | 17:41 | 21:19 | 24:31 | 32:23 | 37:20 | 11:04 | 08:11 |
 | Dark Seer | 34 | 70.83% | 93.2 | 58.82% | +1.68% | +18.96% | -8.82% | -4.06% | 18:13 | 11:14 | 14:07 | 16:37 | 20:58 | 31:36 | 06:51 | 05:04 |
 | Mirana | 41 | 27.52% | 90.9 | 63.41% | +5.08% | +16.59% | -13.41% | -5.81% | 27:11 | 18:38 | 23:44 | 25:38 | 28:54 | 43:40 | 05:10 | 03:49 |
 | Undying | 8 | 5.93% | 88.6 | 87.50% | +42.62% | +12.50% | +12.50% | 0.00% | 27:37 | 15:06 | 25:20 | 29:02 | 31:18 | 31:33 | 05:58 | 04:25 |
 | Death Prophet | 55 | 52.88% | 86.4 | 58.18% | +25.53% | +27.53% | -29.61% | -16.25% | 16:51 | 12:15 | 14:40 | 16:27 | 18:11 | 28:21 | 03:31 | 02:36 |
 | Keeper of the Light | 28 | 21.88% | 84.1 | 64.29% | +12.29% | +7.14% | -21.43% | -4.91% | 17:49 | 12:37 | 13:56 | 15:19 | 19:45 | 29:33 | 05:49 | 04:18 |
 | Venomancer | 7 | 31.82% | 81.8 | 71.43% | +11.43% | +28.57% | +28.57% | 0.00% | 20:09 | 15:45 | 16:06 | 17:52 | 20:42 | 30:02 | 04:36 | 03:24 |
 | Underlord | 21 | 25.00% | 79.5 | 61.90% | +6.34% | -21.90% | +38.10% | 6.30% | 22:27 | 14:50 | 17:25 | 19:34 | 26:56 | 40:28 | 09:31 | 07:02 |
 | Snapfire | 51 | 40.16% | 77.3 | 54.90% | +20.69% | +14.33% | -8.75% | -1.90% | 21:47 | 11:57 | 14:59 | 18:53 | 27:06 | 39:15 | 12:07 | 08:58 |
 | Broodmother | 47 | 82.46% | 75.0 | 48.94% | +8.94% | +17.73% | -15.61% | -6.23% | 18:41 | 13:13 | 15:49 | 17:48 | 21:10 | 26:40 | 05:21 | 03:57 |
 | Techies | 11 | 22.92% | 72.7 | 63.64% | +17.69% | +3.03% | -30.31% | -10.00% | 26:42 | 19:37 | 22:26 | 24:25 | 25:46 | 42:03 | 03:20 | 02:28 |
 | Doom | 29 | 21.80% | 70.5 | 55.17% | -1.56% | +30.54% | -12.31% | -7.32% | 19:01 | 12:28 | 14:53 | 19:19 | 20:44 | 28:30 | 05:51 | 04:20 |
 | Beastmaster | 22 | 13.33% | 68.2 | 59.09% | +3.15% | +24.24% | -19.09% | -6.10% | 22:51 | 14:05 | 19:46 | 20:57 | 26:52 | 34:37 | 07:06 | 05:15 |
 | Necrophos | 1 | 25.00% | 65.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 |
 | Magnus | 2 | 9.52% | 63.6 | 100.00% | +63.16% | 0.00% | 0.00% | 0.00% | 20:53 | 20:48 | 20:48 | 20:57 | 20:57 | 20:57 | 00:09 | 00:06 |
 | Enigma | 29 | 59.18% | 61.4 | 44.83% | -0.17% | -16.26% | +26.60% | 22.56% | 14:56 | 12:40 | 13:49 | 14:36 | 15:43 | 21:18 | 01:54 | 01:24 |
 | Visage | 9 | 32.14% | 59.1 | 55.56% | -2.33% | +44.44% | +44.44% | 0.00% | 20:37 | 14:20 | 15:46 | 19:57 | 24:24 | 30:00 | 08:38 | 06:23 |
 | Pangolier | 9 | 6.29% | 56.8 | 66.67% | +9.95% | +33.33% | -66.67% | 0.00% | 22:54 | 16:58 | 17:08 | 22:01 | 24:07 | 30:40 | 06:59 | 05:10 |
 | Tidehunter | 20 | 38.46% | 54.5 | 45.00% | -1.88% | +15.00% | -25.00% | -9.41% | 20:28 | 14:40 | 16:55 | 17:57 | 21:10 | 39:00 | 04:15 | 03:08 |
 | Rubick | 13 | 4.83% | 52.3 | 61.54% | +16.62% | +5.13% | +38.46% | 4.06% | 25:38 | 15:18 | 21:27 | 25:59 | 29:39 | 34:52 | 08:12 | 06:04 |
 | Centaur Warrunner | 2 | 5.56% | 50.0 | 100.00% | +79.41% | 0.00% | 0.00% | 0.00% | 25:18 | 21:43 | 21:43 | 28:53 | 28:53 | 28:53 | 07:10 | 05:18 |
 | Hoodwink | 2 | 4.17% | 47.7 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 31:14 | 29:51 | 29:51 | 32:37 | 32:37 | 32:37 | 02:46 | 02:02 |
 | Pugna | 2 | 4.00% | 45.5 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 27:22 | 23:56 | 23:56 | 30:47 | 30:47 | 30:47 | 06:51 | 05:04 |
 | Io | 4 | 5.71% | 43.2 | 75.00% | +23.48% | +25.00% | -75.00% | 0.00% | 31:47 | 26:34 | 26:34 | 31:09 | 34:10 | 35:14 | 07:36 | 05:37 |
 | Leshrac | 4 | 4.82% | 40.9 | 75.00% | +23.10% | +25.00% | -75.00% | 0.00% | 15:00 | 12:54 | 12:54 | 14:33 | 16:13 | 16:20 | 03:19 | 02:27 |
 | Timbersaw | 8 | 11.76% | 38.6 | 50.00% | -1.67% | 0.00% | -50.00% | 0.00% | 18:24 | 13:12 | 15:14 | 19:31 | 20:29 | 21:36 | 05:15 | 03:53 |
 | Oracle | 1 | 7.14% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 00:00 | 00:00 |
 | Lich | 1 | 3.85% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Ogre Magi | 2 | 20.00% | 31.8 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 24:39 | 22:37 | 22:37 | 26:40 | 26:40 | 26:40 | 04:03 | 03:00 |
 | Skywrath Mage | 1 | 1.82% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.79% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 29:19 | 00:00 | 00:00 |
 | Alchemist | 1 | 1.00% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.68% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Ancient Apparition | 3 | 23.08% | 20.5 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 28:41 | 24:12 | 24:12 | 26:47 | 35:05 | 35:05 | 10:53 | 08:03 |
 | Brewmaster | 2 | 8.33% | 18.2 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 18:02 | 14:42 | 14:42 | 21:22 | 21:22 | 21:22 | 06:40 | 04:56 |
 | Jakiro | 2 | 6.45% | 15.9 | 50.00% | +15.52% | -50.00% | 0.00% | 0.00% | 22:26 | 16:01 | 16:01 | 28:51 | 28:51 | 28:51 | 12:50 | 09:30 |
 | Primal Beast | 4 | 4.17% | 13.6 | 25.00% | -20.65% | +75.00% | -25.00% | 0.00% | 18:21 | 16:27 | 16:27 | 17:25 | 18:22 | 21:10 | 01:55 | 01:25 |
 | Disruptor | 1 | 0.44% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 29:12 | 00:00 | 00:00 |
 | Enchantress | 2 | 1.36% | 9.1 | 0.00% | -51.03% | 0.00% | 0.00% | 0.00% | 24:13 | 20:12 | 20:12 | 28:14 | 28:14 | 28:14 | 08:02 | 05:57 |
 | Treant Protector | 1 | 1.96% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 34:46 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 5.56% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 21:19 | 00:00 | 00:00 |
 | Omniknight | 1 | 12.50% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |