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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 | |
 | Ghost Scepter | 449 | 4.37% | 34.1 | 53.23% | +3.92% | +3.91% | -6.80% | -0.96% | 33:08 | 12:27 | 27:20 | 32:29 | 38:27 | 1:09:21 | 08:14 |
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 | |
 | Oracle | 3 | 12.00% | 100.0 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 30:13 | 24:56 | 24:56 | 32:37 | 33:07 | 33:07 | 08:11 | 06:03 |
 | Disruptor | 39 | 9.85% | 98.5 | 66.67% | +14.85% | +23.33% | -6.67% | -3.17% | 31:45 | 15:01 | 25:18 | 30:13 | 34:45 | 1:03:53 | 09:27 | 07:00 |
 | Elder Titan | 3 | 9.09% | 97.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:32 | 22:56 | 22:56 | 36:14 | 38:27 | 38:27 | 15:31 | 11:29 |
 | Storm Spirit | 4 | 1.97% | 95.5 | 100.00% | +50.25% | 0.00% | 0.00% | 0.00% | 40:19 | 21:51 | 21:51 | 26:44 | 54:52 | 57:48 | 33:01 | 24:27 |
 | Skywrath Mage | 15 | 15.63% | 94.0 | 60.00% | +18.02% | +15.00% | +15.00% | 0.00% | 31:54 | 16:18 | 22:56 | 32:46 | 35:59 | 55:07 | 13:03 | 09:40 |
 | Silencer | 17 | 13.82% | 92.5 | 58.82% | +6.93% | +16.18% | -8.82% | -2.27% | 32:30 | 21:12 | 26:24 | 31:52 | 37:26 | 45:06 | 11:02 | 08:10 |
 | Io | 11 | 12.79% | 91.0 | 63.64% | +16.97% | +36.36% | -30.31% | -9.66% | 32:19 | 25:09 | 28:11 | 31:20 | 35:05 | 43:53 | 06:54 | 05:06 |
 | Tusk | 6 | 3.11% | 89.6 | 83.33% | +36.27% | -33.33% | +16.67% | 0.00% | 38:05 | 31:40 | 35:52 | 37:56 | 42:01 | 42:19 | 06:09 | 04:33 |
 | Hoodwink | 16 | 17.78% | 88.1 | 56.25% | +22.47% | +18.75% | -6.25% | -2.14% | 35:16 | 22:24 | 28:46 | 33:32 | 40:28 | 50:46 | 11:42 | 08:40 |
 | Gyrocopter | 4 | 14.29% | 86.6 | 75.00% | +33.33% | +25.00% | +25.00% | 0.00% | 29:45 | 23:12 | 23:12 | 27:56 | 29:57 | 37:56 | 06:45 | 05:00 |
 | Leshrac | 11 | 8.66% | 85.1 | 63.64% | +14.50% | -30.31% | +36.36% | 4.48% | 33:12 | 23:12 | 23:57 | 35:09 | 38:49 | 45:24 | 14:52 | 11:00 |
 | Arc Warden | 1 | 20.00% | 83.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Tinker | 5 | 29.41% | 82.1 | 60.00% | +43.33% | +40.00% | -60.00% | 0.00% | 30:27 | 27:58 | 27:58 | 29:20 | 32:41 | 33:35 | 04:43 | 03:29 |
 | Clockwerk | 30 | 12.15% | 80.6 | 50.00% | -4.38% | +12.50% | -21.43% | -2.40% | 33:01 | 17:14 | 24:24 | 33:05 | 38:33 | 53:23 | 14:09 | 10:28 |
 | Crystal Maiden | 7 | 4.38% | 79.1 | 71.43% | +21.10% | -21.43% | +28.57% | 0.00% | 26:35 | 20:39 | 22:44 | 26:44 | 27:52 | 33:24 | 05:08 | 03:48 |
 | Jakiro | 8 | 8.42% | 77.6 | 62.50% | +15.37% | -12.50% | -12.50% | 0.00% | 37:03 | 26:23 | 26:46 | 38:25 | 40:03 | 53:56 | 13:17 | 09:50 |
 | Undying | 32 | 14.55% | 76.1 | 43.75% | -3.06% | -6.25% | -18.75% | -1.16% | 32:15 | 18:05 | 27:20 | 30:41 | 38:06 | 51:03 | 10:46 | 07:58 |
 | Mirana | 12 | 4.49% | 74.6 | 58.33% | -0.49% | +41.67% | -25.00% | -5.15% | 33:28 | 20:49 | 25:51 | 31:25 | 38:48 | 46:22 | 12:57 | 09:35 |
 | Rubick | 45 | 9.72% | 73.1 | 42.22% | -5.39% | +21.42% | -5.86% | -2.21% | 33:38 | 17:13 | 25:53 | 33:28 | 38:12 | 57:22 | 12:19 | 09:07 |
 | Techies | 15 | 17.44% | 71.6 | 46.67% | +5.82% | -46.67% | +53.33% | 15.11% | 33:17 | 19:43 | 29:24 | 32:29 | 36:01 | 41:57 | 06:37 | 04:54 |
 | Tiny | 18 | 6.84% | 70.1 | 50.00% | +1.02% | +30.00% | 0.00% | -5.33% | 37:32 | 28:42 | 34:18 | 36:20 | 39:56 | 46:10 | 05:38 | 04:10 |
 | Zeus | 15 | 32.61% | 68.7 | 40.00% | -5.16% | +10.00% | +10.00% | 0.00% | 25:30 | 12:27 | 18:55 | 22:12 | 27:12 | 58:27 | 08:17 | 06:08 |
 | Timbersaw | 4 | 3.51% | 67.2 | 75.00% | +28.64% | +25.00% | +25.00% | 0.00% | 36:59 | 18:59 | 18:59 | 29:09 | 30:26 | 1:09:21 | 11:27 | 08:28 |
 | Ursa | 2 | 1.77% | 65.7 | 100.00% | +59.46% | 0.00% | 0.00% | 0.00% | 34:45 | 27:32 | 27:32 | 41:58 | 41:58 | 41:58 | 14:26 | 10:41 |
 | Ancient Apparition | 7 | 29.17% | 64.2 | 42.86% | -15.96% | +7.14% | +57.14% | 5.89% | 34:53 | 23:52 | 29:52 | 37:35 | 38:21 | 39:53 | 08:29 | 06:17 |
 | Bane | 1 | 8.33% | 62.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Void Spirit | 5 | 7.04% | 61.2 | 60.00% | +10.00% | +40.00% | -60.00% | 0.00% | 33:11 | 20:08 | 20:08 | 34:56 | 35:28 | 46:23 | 15:20 | 11:21 |
 | Venomancer | 3 | 9.09% | 59.7 | 66.67% | +3.34% | +33.33% | 0.00% | 0.00% | 38:00 | 25:30 | 25:30 | 36:36 | 51:55 | 51:55 | 26:25 | 19:34 |
 | Pudge | 6 | 12.77% | 58.2 | 50.00% | +6.10% | 0.00% | +50.00% | 11.19% | 34:36 | 23:30 | 33:06 | 33:47 | 37:34 | 42:57 | 04:28 | 03:18 |
 | Razor | 1 | 7.14% | 56.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Warlock | 1 | 7.14% | 55.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Death Prophet | 10 | 4.83% | 53.7 | 50.00% | -0.76% | +16.67% | -50.00% | 0.00% | 34:35 | 23:56 | 28:08 | 35:48 | 40:15 | 46:10 | 12:07 | 08:58 |
 | Necrophos | 1 | 5.88% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Sand King | 1 | 5.56% | 50.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Shadow Demon | 4 | 13.79% | 49.3 | 50.00% | -2.00% | +50.00% | -50.00% | -13.89% | 36:45 | 31:27 | 31:27 | 34:14 | 38:39 | 42:38 | 07:12 | 05:20 |
 | Bounty Hunter | 3 | 4.41% | 47.8 | 66.67% | +9.75% | +33.33% | 0.00% | 0.00% | 33:05 | 27:51 | 27:51 | 32:28 | 38:55 | 38:55 | 11:04 | 08:11 |
 | Enchantress | 8 | 3.38% | 46.3 | 50.00% | +5.02% | 0.00% | 0.00% | 0.00% | 32:53 | 22:59 | 27:08 | 31:33 | 31:43 | 56:02 | 04:35 | 03:23 |
 | Lion | 1 | 4.17% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |
 | Viper | 1 | 3.45% | 43.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 30:32 | 00:00 | 00:00 |
 | Keeper of the Light | 6 | 4.03% | 41.8 | 50.00% | -3.15% | 0.00% | +50.00% | 0.00% | 31:04 | 20:20 | 28:14 | 33:39 | 34:10 | 35:51 | 05:56 | 04:23 |
 | Snapfire | 14 | 5.79% | 40.3 | 35.71% | -11.66% | -10.71% | +30.96% | 3.38% | 34:24 | 25:03 | 27:31 | 31:25 | 39:50 | 50:36 | 12:19 | 09:07 |
 | Lich | 1 | 2.22% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 37:22 | 00:00 | 00:00 |
 | Legion Commander | 1 | 2.04% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 26:07 | 00:00 | 00:00 |
 | Puck | 8 | 7.41% | 35.8 | 37.50% | -11.50% | -37.50% | +12.50% | 6.51% | 30:18 | 21:56 | 22:10 | 25:46 | 29:51 | 58:57 | 07:41 | 05:41 |
 | Morphling | 1 | 0.92% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Underlord | 1 | 0.88% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 28:31 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 0.52% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:35 | 29:35 | 29:35 | 29:35 | 29:35 | 29:35 | 00:00 | 00:00 |
 | Pangolier | 1 | 0.41% | 29.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 00:00 | 00:00 |
 | Phoenix | 2 | 2.30% | 28.4 | 50.00% | +5.29% | +50.00% | 0.00% | 0.00% | 19:25 | 15:12 | 15:12 | 23:38 | 23:38 | 23:38 | 08:26 | 06:14 |
 | Earth Spirit | 3 | 7.89% | 26.9 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 34:11 | 23:58 | 23:58 | 36:23 | 42:11 | 42:11 | 18:13 | 13:29 |
 | Templar Assassin | 2 | 1.83% | 25.4 | 50.00% | -3.27% | +50.00% | 0.00% | 0.00% | 36:03 | 35:38 | 35:38 | 36:28 | 36:28 | 36:28 | 00:50 | 00:37 |
 | Alchemist | 2 | 1.50% | 23.9 | 50.00% | -9.54% | +50.00% | 0.00% | 0.00% | 32:30 | 30:43 | 30:43 | 34:16 | 34:16 | 34:16 | 03:33 | 02:37 |
 | Monkey King | 2 | 1.00% | 22.4 | 50.00% | -8.59% | -50.00% | 0.00% | 0.00% | 33:32 | 29:17 | 29:17 | 37:47 | 37:47 | 37:47 | 08:30 | 06:17 |
 | Earthshaker | 4 | 8.51% | 20.9 | 25.00% | -21.51% | -25.00% | -25.00% | 0.00% | 34:40 | 24:01 | 24:01 | 28:29 | 41:30 | 44:38 | 17:29 | 12:57 |
 | Nyx Assassin | 5 | 14.29% | 19.4 | 20.00% | -16.67% | +80.00% | -20.00% | -5.23% | 41:14 | 31:18 | 31:18 | 41:00 | 50:25 | 50:33 | 19:07 | 14:09 |
 | Tidehunter | 4 | 5.63% | 17.9 | 25.00% | -24.25% | +75.00% | -25.00% | 0.00% | 35:46 | 28:48 | 28:48 | 30:22 | 38:46 | 45:08 | 09:58 | 07:22 |
 | Ember Spirit | 3 | 1.12% | 16.4 | 33.33% | -18.17% | +66.67% | 0.00% | 0.00% | 43:20 | 21:25 | 21:25 | 42:42 | 1:05:53 | 1:05:53 | 44:28 | 32:56 |
 | Queen of Pain | 1 | 1.96% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Primal Beast | 2 | 1.11% | 13.4 | 0.00% | -47.75% | 0.00% | 0.00% | 0.00% | 26:57 | 25:17 | 25:17 | 28:36 | 28:36 | 28:36 | 03:19 | 02:27 |
 | Dazzle | 1 | 6.25% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 22:25 | 00:00 | 00:00 |
 | Marci | 1 | 1.69% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 55:34 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.60% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 31:22 | 00:00 | 00:00 |
 | Magnus | 1 | 3.13% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Beastmaster | 1 | 0.40% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 23:34 | 00:00 | 00:00 |
 | Treant Protector | 2 | 2.13% | 4.5 | 0.00% | -44.57% | 0.00% | 0.00% | 0.00% | 42:54 | 40:39 | 40:39 | 45:09 | 45:09 | 45:09 | 04:30 | 03:20 |
 | Batrider | 1 | 0.97% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Axe | 1 | 6.25% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 34:17 | 00:00 | 00:00 |