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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 | 931 | 11.42% | 89.0 | 59.51% | +13.00% | -3.72% | +1.43% | 0.55% | 24:33 | 08:34 | 18:51 | 22:47 | 28:12 | 1:14:14 | 06:55 |
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 | 26.83% | 100.0 | 90.91% | +40.91% | +9.09% | +9.09% | 0.00% | 25:30 | 16:07 | 18:58 | 26:15 | 29:25 | 38:04 | 10:27 | 07:44 |
 | Shadow Shaman | 12 | 92.31% | 98.3 | 75.00% | +75.00% | -8.33% | -8.33% | 0.00% | 15:06 | 11:54 | 13:35 | 14:35 | 16:14 | 20:55 | 02:39 | 01:57 |
 | Enigma | 2 | 33.33% | 96.6 | 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 |
 | Earthshaker | 13 | 43.33% | 94.9 | 76.92% | +23.98% | +23.08% | -10.25% | -4.40% | 31:09 | 20:10 | 25:48 | 31:15 | 33:22 | 47:19 | 07:34 | 05:36 |
 | Techies | 3 | 100.00% | 93.2 | 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 | 12 | 21.82% | 91.5 | 83.33% | +43.80% | -16.66% | +16.67% | 4.17% | 24:54 | 10:48 | 18:28 | 23:01 | 26:28 | 43:46 | 08:00 | 05:55 |
 | Lich | 2 | 28.57% | 89.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 23:57 | 21:41 | 21:41 | 26:12 | 26:12 | 26:12 | 04:31 | 03:20 |
 | Outworld Destroyer | 39 | 30.00% | 88.1 | 69.23% | +20.88% | +10.77% | -19.23% | -2.09% | 23:58 | 12:10 | 15:05 | 22:12 | 29:28 | 56:26 | 14:23 | 10:39 |
 | Bane | 243 | 70.85% | 86.4 | 61.32% | +20.32% | +2.61% | -5.58% | -1.62% | 24:30 | 15:33 | 21:23 | 23:25 | 26:27 | 46:36 | 05:04 | 03:45 |
 | Puck | 12 | 8.82% | 84.7 | 83.33% | +38.17% | +16.67% | -16.66% | 0.00% | 34:22 | 25:25 | 31:37 | 32:26 | 35:55 | 43:25 | 04:18 | 03:11 |
 | Witch Doctor | 2 | 22.22% | 83.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 34:26 | 31:18 | 31:18 | 37:34 | 37:34 | 37:34 | 06:16 | 04:38 |
 | Batrider | 35 | 72.92% | 81.4 | 60.00% | +21.54% | +28.89% | -37.78% | -10.90% | 26:23 | 13:00 | 23:21 | 25:47 | 29:28 | 44:31 | 06:07 | 04:31 |
 | Hoodwink | 46 | 56.10% | 79.7 | 60.87% | +13.65% | +14.13% | -15.42% | -3.96% | 21:22 | 14:08 | 17:27 | 20:18 | 24:55 | 47:19 | 07:28 | 05:31 |
 | Shadow Demon | 57 | 79.17% | 78.0 | 57.89% | +4.56% | +13.54% | +6.40% | -1.07% | 20:52 | 12:18 | 16:34 | 20:13 | 23:16 | 38:34 | 06:42 | 04:57 |
 | Tinker | 15 | 71.43% | 76.3 | 60.00% | -6.67% | +40.00% | -35.00% | -30.20% | 23:46 | 19:31 | 22:26 | 23:42 | 24:55 | 30:40 | 02:29 | 01:50 |
 | Lion | 25 | 17.24% | 74.6 | 68.00% | +17.17% | -18.00% | +15.33% | 0.00% | 31:18 | 18:40 | 25:09 | 31:30 | 36:58 | 46:08 | 11:49 | 08:45 |
 | Oracle | 10 | 66.67% | 72.9 | 60.00% | -20.00% | +6.67% | +40.00% | 7.27% | 22:13 | 16:51 | 19:34 | 20:49 | 24:09 | 32:34 | 04:35 | 03:23 |
 | Crystal Maiden | 1 | 33.33% | 71.2 | 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 |
 | Venomancer | 2 | 15.38% | 69.5 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 35:20 | 22:33 | 22:33 | 48:07 | 48:07 | 48:07 | 25:34 | 18:56 |
 | Void Spirit | 4 | 3.51% | 67.8 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 45:53 | 38:56 | 38:56 | 45:06 | 48:20 | 51:08 | 09:24 | 06:57 |
 | Rubick | 95 | 84.82% | 66.1 | 47.37% | -11.45% | -1.54% | -1.54% | 0.00% | 18:43 | 11:48 | 15:59 | 17:24 | 19:24 | 42:14 | 03:25 | 02:31 |
 | Pugna | 6 | 85.71% | 64.4 | 50.00% | +50.00% | +50.00% | -50.00% | -30.61% | 13:15 | 08:34 | 11:10 | 11:58 | 14:26 | 20:24 | 03:16 | 02:25 |
 | Grimstroke | 123 | 65.08% | 62.7 | 47.97% | +16.15% | -2.81% | +0.42% | 0.64% | 20:55 | 10:08 | 16:56 | 19:55 | 21:58 | 51:49 | 05:02 | 03:43 |
 | Dark Willow | 8 | 7.55% | 61.0 | 75.00% | +38.27% | +25.00% | +25.00% | 0.00% | 30:06 | 23:59 | 25:18 | 28:05 | 36:17 | 36:50 | 10:59 | 08:08 |
 | Abaddon | 5 | 7.81% | 59.3 | 80.00% | +20.68% | +20.00% | -80.00% | 0.00% | 27:47 | 19:31 | 19:31 | 27:19 | 29:17 | 37:45 | 09:46 | 07:14 |
 | Phantom Lancer | 13 | 30.23% | 57.6 | 53.85% | +10.52% | +46.15% | -20.52% | -7.83% | 32:22 | 24:01 | 25:23 | 32:04 | 33:54 | 48:52 | 08:31 | 06:18 |
 | Ogre Magi | 34 | 20.61% | 55.9 | 50.00% | +8.78% | -5.56% | +12.50% | 3.20% | 26:49 | 15:19 | 23:54 | 25:47 | 29:33 | 46:33 | 05:39 | 04:11 |
 | Weaver | 14 | 5.65% | 54.2 | 64.29% | +12.15% | +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 | 3.00% | 52.5 | 100.00% | +51.55% | 0.00% | 0.00% | 0.00% | 33:05 | 27:37 | 27:37 | 34:38 | 37:00 | 37:00 | 09:23 | 06:57 |
 | Pangolier | 3 | 2.63% | 50.8 | 100.00% | +50.45% | 0.00% | 0.00% | 0.00% | 35:03 | 20:02 | 20:02 | 36:18 | 48:48 | 48:48 | 28:46 | 21:18 |
 | Skywrath Mage | 13 | 35.14% | 49.2 | 46.15% | -8.02% | +20.52% | -46.15% | -5.56% | 24:53 | 15:36 | 18:58 | 24:37 | 30:58 | 35:20 | 12:00 | 08:53 |
 | Dark Seer | 2 | 4.08% | 47.5 | 100.00% | +46.81% | 0.00% | 0.00% | 0.00% | 26:33 | 20:30 | 20:30 | 32:35 | 32:35 | 32:35 | 12:05 | 08:57 |
 | Zeus | 2 | 50.00% | 45.8 | 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 |
 | Winter Wyvern | 4 | 23.53% | 44.1 | 50.00% | +34.62% | -50.00% | +50.00% | 5.62% | 25:34 | 11:36 | 11:36 | 24:47 | 29:23 | 36:29 | 17:47 | 13:10 |
 | Ember Spirit | 2 | 1.26% | 42.4 | 100.00% | +46.50% | 0.00% | 0.00% | 0.00% | 39:50 | 39:02 | 39:02 | 40:38 | 40:38 | 40:38 | 01:36 | 01:11 |
 | Pudge | 2 | 33.33% | 40.7 | 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 |
 | Mars | 2 | 0.68% | 39.0 | 100.00% | +48.30% | 0.00% | 0.00% | 0.00% | 37:51 | 32:18 | 32:18 | 43:24 | 43:24 | 43:24 | 11:06 | 08:13 |
 | Queen of Pain | 5 | 1.76% | 37.3 | 60.00% | +10.54% | +40.00% | +40.00% | 0.00% | 33:56 | 30:14 | 30:14 | 32:09 | 35:25 | 40:56 | 05:11 | 03:50 |
 | Vengeful Spirit | 2 | 25.00% | 35.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 33:04 | 25:14 | 25:14 | 40:54 | 40:54 | 40:54 | 15:40 | 11:36 |
 | Nature's Prophet | 1 | 3.45% | 33.9 | 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 |
 | Beastmaster | 3 | 2.78% | 32.2 | 66.67% | +8.57% | +33.33% | 0.00% | 0.00% | 45:47 | 38:24 | 38:24 | 42:48 | 56:10 | 56:10 | 17:46 | 13:09 |
 | Lina | 3 | 2.75% | 30.5 | 66.67% | +20.44% | +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 | 2.19% | 28.8 | 66.67% | +15.92% | +33.33% | 0.00% | 0.00% | 35:30 | 34:30 | 34:30 | 34:57 | 37:03 | 37:03 | 02:33 | 01:53 |
 | Leshrac | 1 | 1.72% | 27.1 | 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 |
 | Bloodseeker | 1 | 1.64% | 25.4 | 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 |
 | Doom | 1 | 1.39% | 23.7 | 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 |
 | Legion Commander | 1 | 1.35% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 23:11 | 00:00 | 00:00 |
 | Timbersaw | 1 | 1.27% | 20.3 | 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 |
 | Disruptor | 9 | 5.88% | 18.6 | 33.33% | -15.28% | -33.33% | +66.67% | 0.00% | 23:30 | 17:02 | 19:40 | 23:01 | 25:25 | 33:02 | 05:45 | 04:15 |
 | Nyx Assassin | 5 | 4.95% | 16.9 | 40.00% | -8.96% | -40.00% | -40.00% | 0.00% | 34:31 | 18:49 | 18:49 | 29:37 | 30:11 | 1:14:14 | 11:22 | 08:25 |
 | Chaos Knight | 2 | 8.70% | 15.3 | 50.00% | +21.43% | -50.00% | 0.00% | 0.00% | 33:01 | 28:49 | 28:49 | 37:13 | 37:13 | 37:13 | 08:24 | 06:13 |
 | Spirit Breaker | 1 | 0.45% | 13.6 | 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 |
 | Snapfire | 1 | 0.37% | 11.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 |
 | Invoker | 6 | 5.08% | 10.2 | 33.33% | -17.56% | +16.67% | +66.67% | 1.29% | 44:51 | 22:05 | 24:34 | 37:49 | 1:03:14 | 1:13:28 | 38:40 | 28:38 |
 | Sand King | 3 | 6.98% | 8.5 | 33.33% | -1.67% | +66.67% | 0.00% | 0.00% | 34:02 | 27:39 | 27:39 | 29:04 | 45:22 | 45:22 | 17:43 | 13:07 |
 | Luna | 2 | 1.42% | 6.8 | 50.00% | +0.36% | +50.00% | 0.00% | 0.00% | 35:23 | 27:00 | 27:00 | 43:46 | 43:46 | 43:46 | 16:46 | 12:25 |
 | Broodmother | 1 | 2.70% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 22:28 | 00:00 | 00:00 |
 | Tusk | 1 | 1.49% | 3.4 | 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 |