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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 | |
 | Aether Lens | 871 | 9.46% | 77.7 | 57.86% | +10.28% | -0.52% | +10.95% | 0.92% | 23:47 | 09:31 | 16:32 | 20:41 | 28:57 | 1:12:25 | 09:11 |
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 | |
 | Bane | 3 | 50.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:30 | 23:37 | 23:37 | 28:30 | 33:22 | 33:22 | 09:45 | 07:13 |
 | Earthshaker | 52 | 33.55% | 97.9 | 80.77% | +35.14% | +3.85% | -3.85% | -1.18% | 32:46 | 21:18 | 28:35 | 30:37 | 35:08 | 1:07:40 | 06:33 | 04:51 |
 | Death Prophet | 12 | 5.48% | 95.7 | 91.67% | +43.84% | +8.33% | +8.33% | 0.00% | 38:46 | 26:31 | 35:47 | 39:14 | 42:36 | 43:57 | 06:49 | 05:02 |
 | Void Spirit | 26 | 8.39% | 93.6 | 80.77% | +31.83% | +4.94% | +2.56% | -0.24% | 39:42 | 24:26 | 33:31 | 37:37 | 43:31 | 59:07 | 10:00 | 07:24 |
 | Nyx Assassin | 11 | 5.19% | 91.5 | 90.91% | +39.17% | +9.09% | +9.09% | 0.00% | 33:25 | 15:27 | 26:45 | 32:57 | 36:49 | 50:47 | 10:04 | 07:27 |
 | Batrider | 73 | 49.66% | 89.4 | 64.38% | +29.24% | +2.29% | -14.38% | -1.71% | 26:39 | 13:42 | 20:51 | 26:07 | 30:37 | 45:15 | 09:46 | 07:14 |
 | Shadow Demon | 35 | 79.55% | 87.2 | 57.14% | +12.70% | +9.53% | -12.70% | -4.73% | 18:49 | 12:25 | 16:05 | 17:33 | 20:47 | 30:50 | 04:42 | 03:28 |
 | Oracle | 30 | 18.52% | 85.1 | 66.67% | +16.67% | +8.33% | -23.81% | -4.26% | 25:29 | 13:51 | 20:25 | 22:48 | 27:58 | 46:46 | 07:33 | 05:35 |
 | Zeus | 13 | 100.00% | 83.0 | 53.85% | +53.85% | +12.82% | -53.85% | -60.61% | 12:15 | 09:31 | 10:02 | 10:47 | 11:08 | 27:16 | 01:06 | 00:48 |
 | Grimstroke | 59 | 33.52% | 80.9 | 59.32% | +35.39% | +0.68% | -5.99% | -0.89% | 22:22 | 09:37 | 17:48 | 20:52 | 25:18 | 47:10 | 07:30 | 05:33 |
 | Enigma | 14 | 14.58% | 78.7 | 71.43% | +27.53% | -21.43% | +28.57% | 2.29% | 30:18 | 11:45 | 18:26 | 28:42 | 40:14 | 1:02:52 | 21:48 | 16:08 |
 | Shadow Shaman | 165 | 89.67% | 76.6 | 50.91% | +24.59% | +14.94% | -9.45% | -5.63% | 17:51 | 10:44 | 15:28 | 17:37 | 19:48 | 29:23 | 04:20 | 03:12 |
 | Lion | 51 | 47.66% | 74.5 | 54.90% | +12.04% | -16.44% | +6.64% | 2.53% | 22:58 | 14:43 | 18:18 | 21:38 | 27:26 | 40:05 | 09:08 | 06:45 |
 | Ogre Magi | 8 | 14.55% | 72.3 | 75.00% | +30.32% | +25.00% | -25.00% | -11.19% | 27:48 | 19:23 | 25:33 | 27:20 | 30:01 | 34:31 | 04:28 | 03:18 |
 | Crystal Maiden | 9 | 7.32% | 70.2 | 77.78% | +35.67% | -27.78% | +22.22% | 3.14% | 29:48 | 15:44 | 20:49 | 29:06 | 36:45 | 43:34 | 15:56 | 11:48 |
 | Rubick | 162 | 83.08% | 68.1 | 46.91% | +4.49% | +18.94% | -1.91% | -4.16% | 17:35 | 10:37 | 14:44 | 16:44 | 19:45 | 35:51 | 05:01 | 03:42 |
 | Puck | 32 | 9.64% | 66.0 | 56.25% | +0.92% | +6.25% | +18.75% | 1.34% | 35:24 | 15:42 | 30:47 | 36:05 | 40:07 | 55:23 | 09:20 | 06:54 |
 | Riki | 5 | 6.67% | 63.8 | 80.00% | +47.14% | +20.00% | +20.00% | 0.00% | 41:15 | 35:45 | 35:45 | 40:22 | 42:30 | 50:53 | 06:45 | 05:00 |
 | Lina | 11 | 25.00% | 61.7 | 54.55% | +18.19% | -21.22% | +12.12% | 10.05% | 16:29 | 11:32 | 14:16 | 17:27 | 17:35 | 22:07 | 03:19 | 02:27 |
 | Winter Wyvern | 12 | 34.29% | 59.6 | 50.00% | -2.17% | -16.67% | +16.67% | 3.98% | 22:05 | 14:15 | 16:47 | 19:04 | 25:10 | 36:50 | 08:23 | 06:12 |
 | Dark Willow | 6 | 12.77% | 57.4 | 66.67% | +17.89% | -16.67% | +33.33% | 2.63% | 27:52 | 14:48 | 18:08 | 22:29 | 37:07 | 46:36 | 18:59 | 14:03 |
 | Ember Spirit | 3 | 2.29% | 55.3 | 100.00% | +55.47% | 0.00% | 0.00% | 0.00% | 45:32 | 26:54 | 26:54 | 42:12 | 1:07:29 | 1:07:29 | 40:35 | 30:03 |
 | Keeper of the Light | 3 | 1.72% | 53.2 | 100.00% | +46.78% | 0.00% | 0.00% | 0.00% | 37:10 | 20:43 | 20:43 | 41:08 | 49:38 | 49:38 | 28:55 | 21:25 |
 | Pugna | 19 | 100.00% | 51.1 | 31.58% | +31.58% | +8.42% | -11.58% | -7.59% | 14:00 | 09:33 | 10:44 | 11:34 | 13:22 | 32:05 | 02:38 | 01:57 |
 | Disruptor | 2 | 3.33% | 48.9 | 100.00% | +43.10% | 0.00% | 0.00% | 0.00% | 31:25 | 23:28 | 23:28 | 39:21 | 39:21 | 39:21 | 15:53 | 11:45 |
 | Underlord | 5 | 6.49% | 46.8 | 60.00% | +7.22% | -60.00% | -60.00% | 0.00% | 23:39 | 19:38 | 19:38 | 25:23 | 26:26 | 26:53 | 06:48 | 05:02 |
 | Skywrath Mage | 5 | 35.71% | 44.7 | 40.00% | +17.78% | -40.00% | +60.00% | 0.00% | 23:58 | 15:26 | 15:26 | 20:47 | 31:58 | 32:31 | 16:32 | 12:14 |
 | Sand King | 3 | 4.41% | 42.6 | 66.67% | +17.44% | +33.33% | 0.00% | 0.00% | 37:34 | 31:13 | 31:13 | 31:45 | 49:44 | 49:44 | 18:31 | 13:42 |
 | Invoker | 3 | 4.11% | 40.4 | 66.67% | +22.38% | +33.33% | 0.00% | 0.00% | 43:08 | 38:09 | 38:09 | 45:35 | 45:41 | 45:41 | 07:32 | 05:34 |
 | Luna | 1 | 4.17% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:49 | 55:49 | 55:49 | 55:49 | 55:49 | 55:49 | 00:00 | 00:00 |
 | Abaddon | 7 | 7.78% | 36.2 | 42.86% | -11.36% | +7.14% | +7.14% | 0.00% | 23:08 | 20:45 | 21:23 | 21:55 | 23:01 | 27:47 | 01:38 | 01:12 |
 | Outworld Destroyer | 7 | 6.54% | 34.0 | 42.86% | -0.14% | +7.14% | -42.86% | -10.03% | 22:18 | 18:49 | 19:42 | 19:58 | 24:41 | 28:18 | 04:59 | 03:41 |
 | Tidehunter | 3 | 1.96% | 31.9 | 66.67% | +14.00% | +33.33% | 0.00% | 0.00% | 59:40 | 40:34 | 40:34 | 1:08:51 | 1:09:36 | 1:09:36 | 29:02 | 21:30 |
 | Dragon Knight | 1 | 1.85% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Pangolier | 1 | 0.55% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:03 | 48:03 | 48:03 | 48:03 | 48:03 | 48:03 | 00:00 | 00:00 |
 | Tusk | 1 | 0.54% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Venomancer | 2 | 3.92% | 23.4 | 50.00% | +11.22% | +50.00% | 0.00% | 0.00% | 33:24 | 21:16 | 21:16 | 45:31 | 45:31 | 45:31 | 24:15 | 17:57 |
 | Morphling | 2 | 1.71% | 21.3 | 50.00% | +1.30% | +50.00% | 0.00% | 0.00% | 45:41 | 36:13 | 36:13 | 55:09 | 55:09 | 55:09 | 18:56 | 14:01 |
 | Witch Doctor | 3 | 2.59% | 19.1 | 33.33% | -17.11% | -33.33% | 0.00% | 0.00% | 29:08 | 16:54 | 16:54 | 34:01 | 36:29 | 36:29 | 19:35 | 14:30 |
 | Beastmaster | 3 | 1.69% | 17.0 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 41:15 | 38:59 | 38:59 | 42:01 | 42:45 | 42:45 | 03:46 | 02:47 |
 | Ancient Apparition | 1 | 1.85% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:25 | 1:12:25 | 1:12:25 | 1:12:25 | 1:12:25 | 1:12:25 | 00:00 | 00:00 |
 | Tinker | 1 | 50.00% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 |
 | Windranger | 1 | 2.22% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |
 | Magnus | 1 | 9.09% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 24:25 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 0.41% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 41:10 | 00:00 | 00:00 |
 | Leshrac | 1 | 1.35% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 44:03 | 00:00 | 00:00 |
 | Techies | 2 | 50.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 30:56 | 30:56 | 33:23 | 33:23 | 33:23 | 02:27 | 01:48 |