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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 | 613 | 10.25% | 87.5 | 60.36% | +13.48% | -9.38% | +0.42% | 0.73% | 28:48 | 10:28 | 21:21 | 27:51 | 34:47 | 1:13:00 | 09:57 |
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 | |
 | Jakiro | 9 | 25.00% | 100.0 | 88.89% | +55.56% | -38.89% | +11.11% | 6.52% | 23:38 | 19:08 | 19:09 | 23:38 | 26:49 | 31:45 | 07:40 | 05:40 |
 | Puck | 77 | 32.08% | 98.0 | 75.32% | +26.24% | +14.15% | -6.90% | -3.26% | 35:26 | 25:24 | 31:46 | 35:09 | 38:13 | 1:04:57 | 06:27 | 04:46 |
 | Shadow Demon | 5 | 62.50% | 96.0 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 22:13 | 13:05 | 13:05 | 22:08 | 27:25 | 31:03 | 14:20 | 10:37 |
 | Arc Warden | 1 | 50.00% | 94.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 34:32 | 00:00 | 00:00 |
 | Bane | 32 | 58.18% | 92.0 | 65.63% | +17.80% | +9.37% | -3.13% | -1.37% | 26:06 | 17:09 | 19:53 | 22:22 | 28:59 | 51:52 | 09:06 | 06:44 |
 | Oracle | 7 | 46.67% | 90.0 | 71.43% | +21.43% | -21.43% | +28.57% | 0.00% | 25:24 | 20:48 | 22:13 | 24:07 | 25:30 | 33:30 | 03:17 | 02:25 |
 | Marci | 81 | 41.75% | 88.0 | 61.73% | +20.14% | -11.73% | +3.27% | 1.46% | 25:42 | 13:51 | 19:47 | 24:05 | 30:03 | 48:29 | 10:16 | 07:36 |
 | Dragon Knight | 7 | 11.67% | 86.0 | 85.71% | +38.54% | +14.29% | +14.29% | 0.00% | 44:11 | 35:57 | 37:07 | 45:04 | 46:49 | 53:17 | 09:42 | 07:11 |
 | Winter Wyvern | 26 | 16.35% | 84.0 | 69.23% | +20.36% | -12.09% | -2.56% | 0.72% | 28:21 | 18:21 | 20:53 | 27:58 | 34:11 | 41:44 | 13:18 | 09:51 |
 | Void Spirit | 15 | 14.71% | 82.0 | 73.33% | +36.55% | +1.67% | +1.67% | 0.00% | 41:15 | 29:38 | 34:24 | 41:49 | 45:30 | 59:28 | 11:06 | 08:13 |
 | Dazzle | 21 | 21.65% | 80.0 | 66.67% | +17.99% | +13.33% | -26.67% | -2.88% | 34:41 | 13:11 | 27:21 | 34:45 | 41:13 | 53:37 | 13:52 | 10:16 |
 | Broodmother | 1 | 33.33% | 78.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 40:49 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 33.33% | 76.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Batrider | 37 | 51.39% | 74.0 | 56.76% | +13.90% | +21.02% | -23.43% | -5.37% | 29:27 | 14:21 | 25:08 | 28:35 | 33:25 | 46:45 | 08:17 | 06:08 |
 | Zeus | 69 | 57.98% | 72.0 | 53.62% | +19.62% | +11.09% | +11.09% | 0.00% | 26:15 | 13:02 | 20:19 | 24:38 | 29:47 | 53:56 | 09:28 | 07:00 |
 | Vengeful Spirit | 4 | 28.57% | 70.0 | 75.00% | +45.00% | +25.00% | +25.00% | 0.00% | 24:55 | 22:17 | 22:17 | 23:27 | 25:31 | 28:25 | 03:14 | 02:23 |
 | Rubick | 51 | 68.92% | 68.0 | 50.98% | +16.20% | +10.56% | +2.87% | -1.44% | 20:34 | 13:36 | 16:50 | 18:28 | 22:11 | 42:17 | 05:21 | 03:57 |
 | Beastmaster | 8 | 7.21% | 66.0 | 75.00% | +16.75% | +25.00% | +25.00% | 0.00% | 36:12 | 26:36 | 28:32 | 32:30 | 38:26 | 54:14 | 09:54 | 07:20 |
 | Keeper of the Light | 24 | 28.92% | 64.0 | 54.17% | +8.41% | -20.84% | -4.17% | 1.78% | 31:48 | 19:39 | 25:03 | 29:10 | 34:24 | 1:13:00 | 09:21 | 06:55 |
 | Pugna | 2 | 10.53% | 62.0 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 21:45 | 19:10 | 19:10 | 24:20 | 24:20 | 24:20 | 05:10 | 03:49 |
 | Shadow Shaman | 13 | 31.71% | 60.0 | 53.85% | +21.71% | -20.52% | +46.15% | 0.00% | 26:15 | 16:19 | 17:27 | 27:01 | 31:56 | 40:29 | 14:29 | 10:43 |
 | Grimstroke | 14 | 35.90% | 58.0 | 50.00% | +22.00% | -25.00% | -50.00% | -1.73% | 32:53 | 22:14 | 23:53 | 29:43 | 38:21 | 52:30 | 14:28 | 10:42 |
 | Hoodwink | 31 | 59.62% | 56.0 | 41.94% | -5.68% | -4.44% | +8.06% | 1.58% | 24:00 | 16:09 | 19:17 | 21:35 | 27:12 | 48:22 | 07:55 | 05:51 |
 | Enigma | 12 | 12.50% | 54.0 | 58.33% | -2.38% | -25.00% | +8.34% | 0.00% | 21:55 | 10:28 | 15:34 | 19:14 | 23:25 | 43:42 | 07:51 | 05:48 |
 | Ogre Magi | 2 | 5.71% | 52.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 30:19 | 29:33 | 29:33 | 31:04 | 31:04 | 31:04 | 01:31 | 01:07 |
 | Earthshaker | 14 | 40.00% | 50.0 | 42.86% | -4.76% | +32.14% | -9.53% | -5.17% | 35:17 | 21:53 | 29:22 | 35:19 | 37:26 | 52:29 | 08:04 | 05:58 |
 | Phantom Lancer | 3 | 11.54% | 48.0 | 66.67% | +27.54% | -66.67% | 0.00% | 0.00% | 29:38 | 19:48 | 19:48 | 32:19 | 36:46 | 36:46 | 16:58 | 12:34 |
 | Techies | 2 | 40.00% | 46.0 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 33:47 | 23:25 | 23:25 | 44:09 | 44:09 | 44:09 | 20:44 | 15:21 |
 | Skywrath Mage | 13 | 22.81% | 44.0 | 38.46% | +8.91% | +28.21% | -38.46% | -8.97% | 24:02 | 15:37 | 19:15 | 22:45 | 26:41 | 34:39 | 07:26 | 05:30 |
 | Dark Willow | 2 | 33.33% | 42.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 35:55 | 34:52 | 34:52 | 36:58 | 36:58 | 36:58 | 02:06 | 01:33 |
 | Invoker | 1 | 3.70% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:26 | 47:26 | 47:26 | 47:26 | 47:26 | 47:26 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 3.13% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Luna | 1 | 2.94% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Weaver | 1 | 1.89% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Magnus | 3 | 37.50% | 32.0 | 33.33% | -6.67% | -33.33% | 0.00% | 3.82% | 27:00 | 23:59 | 23:59 | 24:19 | 32:43 | 32:43 | 08:44 | 06:28 |
 | Doom | 1 | 1.15% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 42:43 | 00:00 | 00:00 |
 | Timbersaw | 1 | 1.15% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 29:29 | 00:00 | 00:00 |
 | Death Prophet | 1 | 1.14% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 1.02% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Venomancer | 2 | 7.14% | 22.0 | 50.00% | +3.85% | +50.00% | 0.00% | 0.00% | 28:11 | 22:59 | 22:59 | 33:23 | 33:23 | 33:23 | 10:24 | 07:42 |
 | Windranger | 2 | 5.88% | 20.0 | 50.00% | +9.37% | +50.00% | 0.00% | 0.00% | 42:02 | 30:04 | 30:04 | 54:00 | 54:00 | 54:00 | 23:56 | 17:43 |
 | Tusk | 2 | 3.08% | 18.0 | 50.00% | -0.79% | +50.00% | 0.00% | 0.00% | 37:05 | 32:25 | 32:25 | 41:45 | 41:45 | 41:45 | 09:20 | 06:54 |
 | Tiny | 2 | 0.69% | 16.0 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 44:21 | 36:50 | 36:50 | 51:51 | 51:51 | 51:51 | 15:01 | 11:07 |
 | Pudge | 1 | 2.27% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Snapfire | 2 | 1.33% | 12.0 | 0.00% | -54.73% | 0.00% | 0.00% | 0.00% | 42:35 | 41:17 | 41:17 | 43:52 | 43:52 | 43:52 | 02:35 | 01:54 |
 | Lina | 1 | 3.23% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Chaos Knight | 2 | 2.60% | 8.0 | 0.00% | -50.67% | 0.00% | 0.00% | 0.00% | 23:06 | 21:06 | 21:06 | 25:05 | 25:05 | 25:05 | 03:59 | 02:57 |
 | Abaddon | 1 | 5.00% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 30:00 | 00:00 | 00:00 |
 | Lich | 1 | 10.00% | 4.0 | 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 |
 | Crystal Maiden | 2 | 5.71% | 2.0 | 0.00% | -27.27% | 0.00% | 0.00% | 0.00% | 29:30 | 27:50 | 27:50 | 31:10 | 31:10 | 31:10 | 03:20 | 02:28 |