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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 | 280 | 9.76% | 71.8 | 56.43% | +8.94% | -9.29% | +7.86% | 1.14% | 26:36 | 09:39 | 17:26 | 22:49 | 32:25 | 1:37:14 | 11:05 |
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 | |
 | Sniper | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Oracle | 14 | 48.28% | 97.7 | 85.71% | +39.04% | +14.29% | +14.29% | 0.00% | 28:25 | 18:23 | 20:28 | 23:02 | 29:39 | 59:07 | 09:11 | 06:48 |
 | Pudge | 1 | 50.00% | 95.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 29:28 | 00:00 | 00:00 |
 | Dark Willow | 12 | 46.15% | 93.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 26:12 | 14:26 | 19:14 | 20:53 | 28:49 | 45:29 | 09:35 | 07:05 |
 | Rubick | 12 | 92.31% | 90.9 | 58.33% | +58.33% | +8.34% | +8.34% | 0.00% | 19:24 | 13:07 | 14:12 | 17:26 | 20:27 | 40:38 | 06:15 | 04:37 |
 | Invoker | 4 | 7.27% | 88.6 | 100.00% | +37.25% | 0.00% | 0.00% | 0.00% | 51:13 | 35:25 | 35:25 | 48:44 | 57:42 | 1:03:02 | 22:17 | 16:30 |
 | Lion | 34 | 27.87% | 86.4 | 61.76% | +18.58% | +4.91% | +13.24% | 0.00% | 32:25 | 16:27 | 24:22 | 30:54 | 38:20 | 56:18 | 13:58 | 10:20 |
 | Enigma | 1 | 33.33% | 84.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Grimstroke | 8 | 40.00% | 81.8 | 62.50% | +54.17% | -62.50% | +37.50% | 16.00% | 20:27 | 14:06 | 15:27 | 17:48 | 21:42 | 36:46 | 06:15 | 04:37 |
 | Batrider | 13 | 59.09% | 79.5 | 53.85% | -1.71% | -20.52% | +12.82% | 3.77% | 30:34 | 17:22 | 26:45 | 30:27 | 35:35 | 45:57 | 08:50 | 06:32 |
 | Shadow Demon | 18 | 75.00% | 77.3 | 50.00% | +16.67% | -10.00% | 0.00% | 1.43% | 18:15 | 11:38 | 14:42 | 16:47 | 21:41 | 24:49 | 06:59 | 05:10 |
 | Hoodwink | 60 | 52.17% | 75.0 | 50.00% | -6.36% | +3.33% | -10.00% | -1.65% | 21:47 | 13:43 | 16:36 | 19:09 | 24:41 | 50:11 | 08:05 | 05:59 |
 | Techies | 1 | 25.00% | 72.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 42:14 | 00:00 | 00:00 |
 | Zeus | 7 | 100.00% | 70.5 | 42.86% | +42.86% | -42.86% | +57.14% | 100.00% | 16:22 | 09:39 | 10:55 | 11:13 | 11:18 | 37:50 | 00:23 | 00:17 |
 | Winter Wyvern | 9 | 12.68% | 68.2 | 66.67% | +26.35% | -66.67% | +33.33% | 10.12% | 34:16 | 26:53 | 29:25 | 32:25 | 39:18 | 40:38 | 09:53 | 07:19 |
 | Lina | 24 | 27.91% | 65.9 | 50.00% | +3.23% | +16.67% | -16.67% | -6.43% | 18:20 | 13:37 | 14:26 | 15:49 | 19:37 | 40:00 | 05:11 | 03:50 |
 | Dark Seer | 2 | 7.41% | 63.6 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 47:30 | 43:51 | 43:51 | 51:08 | 51:08 | 51:08 | 07:17 | 05:23 |
 | Void Spirit | 2 | 7.14% | 61.4 | 100.00% | +80.77% | 0.00% | 0.00% | 0.00% | 41:55 | 40:41 | 40:41 | 43:08 | 43:08 | 43:08 | 02:27 | 01:48 |
 | Crystal Maiden | 1 | 20.00% | 59.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |
 | Beastmaster | 1 | 12.50% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 31:25 | 00:00 | 00:00 |
 | Jakiro | 2 | 50.00% | 54.5 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 18:08 | 15:18 | 15:18 | 20:57 | 20:57 | 20:57 | 05:39 | 04:11 |
 | Luna | 2 | 2.50% | 52.3 | 100.00% | +47.44% | 0.00% | 0.00% | 0.00% | 25:02 | 22:23 | 22:23 | 27:40 | 27:40 | 27:40 | 05:17 | 03:54 |
 | Ursa | 1 | 5.56% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 34:09 | 00:00 | 00:00 |
 | Phantom Lancer | 10 | 50.00% | 47.7 | 30.00% | -20.00% | +3.33% | +20.00% | 3.06% | 30:36 | 23:18 | 25:42 | 27:02 | 31:09 | 47:38 | 05:27 | 04:02 |
 | Leshrac | 3 | 5.26% | 45.5 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 18:51 | 14:32 | 14:32 | 16:17 | 25:45 | 25:45 | 11:13 | 08:18 |
 | Shadow Shaman | 5 | 100.00% | 43.2 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 16:33 | 15:30 | 15:30 | 16:32 | 17:22 | 17:26 | 01:52 | 01:22 |
 | Tiny | 1 | 4.35% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 1:15:45 | 00:00 | 00:00 |
 | Nyx Assassin | 3 | 3.53% | 38.6 | 66.67% | +13.01% | +33.33% | 0.00% | 0.00% | 49:29 | 40:10 | 40:10 | 53:34 | 54:42 | 54:42 | 14:32 | 10:45 |
 | Doom | 1 | 2.63% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 2.63% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 00:00 | 00:00 |
 | Abaddon | 4 | 7.14% | 31.8 | 50.00% | +7.69% | +50.00% | +50.00% | 0.00% | 22:47 | 20:40 | 20:40 | 22:03 | 23:47 | 24:38 | 03:07 | 02:18 |
 | Viper | 1 | 2.22% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 18:54 | 00:00 | 00:00 |
 | Puck | 4 | 6.35% | 27.3 | 50.00% | +4.24% | -50.00% | +50.00% | 0.00% | 48:38 | 38:26 | 38:26 | 40:45 | 53:44 | 1:01:38 | 15:18 | 11:20 |
 | Mirana | 1 | 1.25% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 53:50 | 00:00 | 00:00 |
 | Mars | 2 | 3.45% | 22.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 33:40 | 26:44 | 26:44 | 40:36 | 40:36 | 40:36 | 13:52 | 10:16 |
 | Magnus | 3 | 10.00% | 20.5 | 33.33% | -11.11% | +66.67% | 0.00% | 0.00% | 26:18 | 18:16 | 18:16 | 28:02 | 32:36 | 32:36 | 14:20 | 10:37 |
 | Phoenix | 1 | 1.00% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 40:16 | 00:00 | 00:00 |
 | Pugna | 2 | 100.00% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:59 | 09:56 | 09:56 | 14:02 | 14:02 | 14:02 | 04:06 | 03:02 |
 | Ancient Apparition | 2 | 3.17% | 13.6 | 0.00% | -54.10% | 0.00% | 0.00% | 0.00% | 41:08 | 34:21 | 34:21 | 47:55 | 47:55 | 47:55 | 13:34 | 10:02 |
 | Warlock | 1 | 33.33% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Pangolier | 1 | 2.94% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 46:17 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 1.11% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 1:37:14 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 3.85% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Skywrath Mage | 2 | 66.67% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:20 | 22:34 | 22:34 | 34:06 | 34:06 | 34:06 | 11:32 | 08:32 |