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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 | 1036 | 11.40% | 91.5 | 59.85% | +13.36% | -3.48% | +1.15% | 0.49% | 24:35 | 08:34 | 18:51 | 22:52 | 28:22 | 1:14:14 | 07:02 |
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 | |
 | Magnus | 11 | 25.58% | 100.0 | 90.91% | +37.78% | +9.09% | +9.09% | 0.00% | 25:30 | 16:07 | 18:58 | 26:15 | 29:25 | 38:04 | 10:27 | 07:44 |
 | Earthshaker | 15 | 44.12% | 98.3 | 80.00% | +27.37% | +20.00% | -5.00% | -3.30% | 31:15 | 20:10 | 25:48 | 31:15 | 33:22 | 47:19 | 07:34 | 05:36 |
 | Enigma | 2 | 33.33% | 96.7 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 39:28 | 27:32 | 27:32 | 51:23 | 51:23 | 51:23 | 23:51 | 17:40 |
 | Shadow Shaman | 15 | 65.22% | 95.0 | 73.33% | +23.33% | -23.33% | +1.67% | 7.65% | 16:58 | 11:54 | 13:43 | 14:54 | 16:59 | 30:15 | 03:16 | 02:25 |
 | Techies | 3 | 100.00% | 93.3 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 20:01 | 17:23 | 17:23 | 20:39 | 22:01 | 22:01 | 04:38 | 03:25 |
 | Jakiro | 20 | 28.99% | 91.7 | 75.00% | +36.22% | -15.00% | +5.00% | 2.65% | 24:57 | 10:48 | 19:04 | 21:47 | 26:36 | 43:46 | 07:32 | 05:34 |
 | Outworld Destroyer | 42 | 30.66% | 90.0 | 69.05% | +20.63% | +3.68% | -29.05% | -2.16% | 24:35 | 12:10 | 15:20 | 24:54 | 30:28 | 56:26 | 15:08 | 11:12 |
 | Bane | 265 | 69.01% | 88.3 | 61.51% | +21.17% | +3.64% | -5.45% | -1.67% | 24:42 | 15:33 | 21:25 | 23:43 | 26:52 | 46:36 | 05:27 | 04:02 |
 | Puck | 12 | 8.22% | 86.7 | 83.33% | +37.81% | +16.67% | -16.66% | 0.00% | 34:22 | 25:25 | 31:37 | 32:26 | 35:55 | 43:25 | 04:18 | 03:11 |
 | Shadow Demon | 67 | 75.28% | 85.0 | 59.70% | +14.25% | +16.77% | +10.89% | -0.95% | 20:59 | 12:18 | 17:03 | 20:13 | 23:16 | 38:34 | 06:13 | 04:36 |
 | Lich | 2 | 22.22% | 83.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 23:57 | 21:41 | 21:41 | 26:12 | 26:12 | 26:12 | 04:31 | 03:20 |
 | Batrider | 39 | 72.22% | 81.7 | 58.97% | +25.64% | +31.03% | -38.97% | -11.44% | 26:22 | 13:00 | 23:21 | 25:42 | 29:28 | 44:31 | 06:07 | 04:31 |
 | Tinker | 15 | 68.18% | 80.0 | 60.00% | +2.86% | +40.00% | -35.00% | -30.20% | 23:46 | 19:31 | 22:26 | 23:42 | 24:55 | 30:40 | 02:29 | 01:50 |
 | Pugna | 7 | 87.50% | 78.3 | 57.14% | +57.14% | +42.86% | -7.14% | -16.04% | 12:45 | 08:34 | 09:48 | 11:58 | 12:55 | 20:24 | 03:07 | 02:18 |
 | Hoodwink | 48 | 55.81% | 76.7 | 58.33% | +13.59% | +16.67% | -16.66% | -4.46% | 21:50 | 14:08 | 17:27 | 20:53 | 24:55 | 47:19 | 07:28 | 05:31 |
 | Lion | 25 | 16.23% | 75.0 | 68.00% | +17.61% | -18.00% | +15.33% | 0.00% | 31:18 | 18:40 | 25:09 | 31:30 | 36:58 | 46:08 | 11:49 | 08:45 |
 | Witch Doctor | 2 | 18.18% | 73.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 34:26 | 31:18 | 31:18 | 37:34 | 37:34 | 37:34 | 06:16 | 04:38 |
 | Oracle | 12 | 66.67% | 71.7 | 58.33% | -25.00% | +41.67% | +8.34% | -4.63% | 22:15 | 14:16 | 16:57 | 20:49 | 24:09 | 32:34 | 07:12 | 05:20 |
 | Dark Willow | 9 | 8.11% | 70.0 | 77.78% | +40.53% | +22.22% | +22.22% | 0.00% | 30:39 | 23:59 | 25:18 | 28:11 | 36:17 | 36:50 | 10:59 | 08:08 |
 | Grimstroke | 135 | 65.22% | 68.3 | 50.37% | +17.04% | -0.37% | -3.31% | -0.58% | 20:55 | 10:08 | 16:56 | 19:53 | 21:58 | 51:49 | 05:02 | 03:43 |
 | Void Spirit | 4 | 3.25% | 66.7 | 100.00% | +53.78% | 0.00% | 0.00% | 0.00% | 45:53 | 38:56 | 38:56 | 45:06 | 48:20 | 51:08 | 09:24 | 06:57 |
 | Ogre Magi | 40 | 22.47% | 65.0 | 55.00% | +14.42% | +5.00% | +15.00% | 1.60% | 26:42 | 15:19 | 22:59 | 25:47 | 29:15 | 46:33 | 06:16 | 04:38 |
 | Rubick | 106 | 85.48% | 63.3 | 46.23% | -14.88% | -1.79% | -0.08% | 0.48% | 18:42 | 11:48 | 15:59 | 17:20 | 19:34 | 42:14 | 03:35 | 02:39 |
 | Venomancer | 2 | 11.76% | 61.7 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 35:20 | 22:33 | 22:33 | 48:07 | 48:07 | 48:07 | 25:34 | 18:56 |
 | Dark Seer | 3 | 4.92% | 60.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:38 | 11:50 | 11:50 | 20:30 | 32:35 | 32:35 | 20:45 | 15:22 |
 | Abaddon | 5 | 7.25% | 58.3 | 80.00% | +22.19% | +20.00% | -80.00% | 0.00% | 27:47 | 19:31 | 19:31 | 27:19 | 29:17 | 37:45 | 09:46 | 07:14 |
 | Weaver | 14 | 4.88% | 56.7 | 64.29% | +13.37% | +35.71% | -30.96% | -3.67% | 43:36 | 29:53 | 32:41 | 35:53 | 50:50 | 1:06:04 | 18:09 | 13:26 |
 | Treant Protector | 3 | 2.70% | 55.0 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 33:05 | 27:37 | 27:37 | 34:38 | 37:00 | 37:00 | 09:23 | 06:57 |
 | Pangolier | 3 | 2.34% | 53.3 | 100.00% | +51.20% | 0.00% | 0.00% | 0.00% | 35:03 | 20:02 | 20:02 | 36:18 | 48:48 | 48:48 | 28:46 | 21:18 |
 | Crystal Maiden | 1 | 16.67% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Skywrath Mage | 13 | 34.21% | 50.0 | 46.15% | -9.85% | +20.52% | -46.15% | -5.56% | 24:53 | 15:36 | 18:58 | 24:37 | 30:58 | 35:20 | 12:00 | 08:53 |
 | Phantom Lancer | 16 | 33.33% | 48.3 | 43.75% | -3.13% | +6.25% | +6.25% | 0.00% | 31:13 | 20:40 | 25:13 | 29:34 | 33:35 | 48:52 | 08:22 | 06:11 |
 | Zeus | 2 | 50.00% | 46.7 | 50.00% | +50.00% | +50.00% | 0.00% | -50.00% | 10:40 | 10:20 | 10:20 | 10:59 | 10:59 | 10:59 | 00:39 | 00:28 |
 | Legion Commander | 2 | 2.33% | 45.0 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 34:14 | 23:11 | 23:11 | 45:16 | 45:16 | 45:16 | 22:05 | 16:21 |
 | Disruptor | 12 | 7.02% | 43.3 | 50.00% | +1.57% | -16.67% | +50.00% | 10.75% | 23:48 | 15:49 | 19:40 | 23:01 | 25:52 | 33:02 | 06:12 | 04:35 |
 | Chaos Knight | 3 | 10.34% | 41.7 | 66.67% | +35.90% | -66.67% | 0.00% | 0.00% | 31:42 | 28:49 | 28:49 | 29:04 | 37:13 | 37:13 | 08:24 | 06:13 |
 | Queen of Pain | 6 | 1.88% | 40.0 | 66.67% | +16.99% | -16.67% | +33.33% | 7.73% | 34:31 | 30:14 | 30:56 | 32:09 | 37:24 | 40:56 | 06:28 | 04:47 |
 | Ember Spirit | 2 | 1.12% | 38.3 | 100.00% | +46.59% | 0.00% | 0.00% | 0.00% | 39:50 | 39:02 | 39:02 | 40:38 | 40:38 | 40:38 | 01:36 | 01:11 |
 | Beastmaster | 5 | 4.03% | 36.7 | 60.00% | +0.34% | -60.00% | -60.00% | 0.00% | 38:41 | 15:09 | 15:09 | 40:55 | 42:48 | 56:10 | 27:39 | 20:28 |
 | Pudge | 2 | 33.33% | 35.0 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 18:23 | 18:19 | 18:19 | 18:26 | 18:26 | 18:26 | 00:07 | 00:05 |
 | Snapfire | 2 | 0.66% | 33.3 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 33:42 | 26:51 | 26:51 | 40:33 | 40:33 | 40:33 | 13:42 | 10:08 |
 | Mars | 2 | 0.61% | 31.7 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 37:51 | 32:18 | 32:18 | 43:24 | 43:24 | 43:24 | 11:06 | 08:13 |
 | Nature's Prophet | 1 | 3.33% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Winter Wyvern | 6 | 31.58% | 28.3 | 33.33% | +17.95% | -33.33% | +66.67% | 9.82% | 23:49 | 11:36 | 19:12 | 21:24 | 29:23 | 36:29 | 10:11 | 07:32 |
 | Lina | 3 | 2.40% | 26.7 | 66.67% | +20.77% | +33.33% | 0.00% | 0.00% | 16:10 | 15:19 | 15:19 | 16:25 | 16:45 | 16:45 | 01:26 | 01:03 |
 | Death Prophet | 3 | 1.96% | 25.0 | 66.67% | +17.34% | +33.33% | 0.00% | 0.00% | 35:30 | 34:30 | 34:30 | 34:57 | 37:03 | 37:03 | 02:33 | 01:53 |
 | Vengeful Spirit | 2 | 20.00% | 23.3 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 33:04 | 25:14 | 25:14 | 40:54 | 40:54 | 40:54 | 15:40 | 11:36 |
 | Bloodseeker | 1 | 1.54% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 00:00 | 00:00 |
 | Leshrac | 1 | 1.47% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Doom | 1 | 1.35% | 18.3 | 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 |
 | Timbersaw | 1 | 1.11% | 16.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.66% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 00:00 |
 | Nyx Assassin | 5 | 4.67% | 13.3 | 40.00% | -6.08% | -40.00% | -40.00% | 0.00% | 34:31 | 18:49 | 18:49 | 29:37 | 30:11 | 1:14:14 | 11:22 | 08:25 |
 | Spirit Breaker | 1 | 0.43% | 11.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 |
 | Invoker | 6 | 4.62% | 10.0 | 33.33% | -15.06% | +16.67% | +66.67% | 0.00% | 44:51 | 22:05 | 24:34 | 37:49 | 1:03:14 | 1:13:28 | 38:40 | 28:38 |
 | Broodmother | 3 | 6.98% | 8.3 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 22:46 | 21:04 | 21:04 | 22:28 | 24:47 | 24:47 | 03:43 | 02:45 |
 | Sand King | 3 | 6.25% | 6.7 | 33.33% | -4.45% | +66.67% | 0.00% | 0.00% | 34:02 | 27:39 | 27:39 | 29:04 | 45:22 | 45:22 | 17:43 | 13:07 |
 | Luna | 2 | 1.30% | 5.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 35:23 | 27:00 | 27:00 | 43:46 | 43:46 | 43:46 | 16:46 | 12:25 |
 | Tusk | 1 | 1.23% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 46:00 | 00:00 | 00:00 |
 | Omniknight | 1 | 100.00% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 00:00 | 00:00 |