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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 | 576 | 13.78% | 82.1 | 58.68% | +13.28% | -5.21% | +4.51% | 0.71% | 28:50 | 10:16 | 21:42 | 27:26 | 35:22 | 1:15:06 | 10:07 |
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 | |
 | Omniknight | 4 | 36.36% | 100.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 21:20 | 15:56 | 15:56 | 18:10 | 23:28 | 27:44 | 07:32 | 05:34 |
 | Shadow Shaman | 2 | 50.00% | 98.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:37 | 30:22 | 30:22 | 38:51 | 38:51 | 38:51 | 08:29 | 06:17 |
 | Tiny | 12 | 7.41% | 96.2 | 100.00% | +52.00% | 0.00% | 0.00% | 0.00% | 43:25 | 32:11 | 37:20 | 40:36 | 46:25 | 56:34 | 09:05 | 06:43 |
 | Skywrath Mage | 4 | 26.67% | 94.2 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 28:38 | 20:36 | 20:36 | 22:58 | 33:05 | 37:52 | 12:29 | 09:14 |
 | Dark Willow | 8 | 40.00% | 92.3 | 87.50% | +54.17% | +12.50% | -37.50% | -6.42% | 31:29 | 24:44 | 25:12 | 28:35 | 32:59 | 43:28 | 07:47 | 05:45 |
 | Earthshaker | 6 | 54.55% | 90.4 | 83.33% | +43.33% | -33.33% | +16.67% | 14.15% | 26:48 | 21:36 | 25:22 | 26:21 | 28:54 | 31:56 | 03:32 | 02:37 |
 | Riki | 23 | 39.66% | 88.5 | 78.26% | +21.12% | +21.74% | -28.26% | -9.90% | 31:05 | 23:29 | 25:31 | 27:26 | 30:34 | 1:15:06 | 05:03 | 03:44 |
 | Puck | 17 | 50.00% | 86.5 | 76.47% | +41.18% | +23.53% | -26.47% | -6.19% | 33:03 | 25:34 | 28:20 | 33:44 | 36:25 | 43:57 | 08:05 | 05:59 |
 | Oracle | 1 | 50.00% | 84.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 35:45 | 00:00 | 00:00 |
 | Enigma | 15 | 68.18% | 82.7 | 66.67% | +9.53% | -16.67% | +8.33% | 2.84% | 29:07 | 11:47 | 23:42 | 30:27 | 32:30 | 45:38 | 08:48 | 06:31 |
 | Keeper of the Light | 14 | 43.75% | 80.8 | 71.43% | +4.76% | +3.57% | +28.57% | 2.03% | 31:05 | 16:54 | 23:37 | 26:26 | 35:56 | 56:22 | 12:19 | 09:07 |
 | Invoker | 6 | 21.43% | 78.8 | 83.33% | +42.42% | +16.67% | +16.67% | 0.00% | 38:04 | 32:22 | 34:13 | 38:38 | 41:08 | 41:46 | 06:55 | 05:07 |
 | Rubick | 133 | 60.73% | 76.9 | 57.89% | +16.03% | +11.81% | +5.75% | -0.54% | 23:10 | 11:05 | 16:17 | 20:38 | 27:32 | 50:27 | 11:15 | 08:20 |
 | Arc Warden | 5 | 83.33% | 75.0 | 60.00% | +60.00% | +40.00% | -60.00% | -27.52% | 26:10 | 23:50 | 23:50 | 25:16 | 27:28 | 29:44 | 03:38 | 02:41 |
 | Batrider | 50 | 67.57% | 73.1 | 58.00% | +28.83% | +11.23% | +8.67% | -0.32% | 28:05 | 13:28 | 23:32 | 27:28 | 31:39 | 47:44 | 08:07 | 06:00 |
 | Tidehunter | 3 | 11.54% | 71.2 | 100.00% | +34.78% | 0.00% | 0.00% | 0.00% | 38:39 | 27:14 | 27:14 | 34:04 | 54:40 | 54:40 | 27:26 | 20:19 |
 | Void Spirit | 2 | 14.29% | 69.2 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 49:30 | 36:48 | 36:48 | 1:02:11 | 1:02:11 | 1:02:11 | 25:23 | 18:48 |
 | Tusk | 16 | 9.64% | 67.3 | 68.75% | +27.42% | +31.25% | -43.75% | -7.68% | 40:42 | 25:24 | 35:29 | 39:21 | 45:15 | 51:48 | 09:46 | 07:14 |
 | Death Prophet | 11 | 9.17% | 65.4 | 72.73% | +25.94% | +27.27% | -6.06% | 0.00% | 30:33 | 17:31 | 20:51 | 30:51 | 33:06 | 47:15 | 12:15 | 09:04 |
 | Hoodwink | 29 | 39.73% | 63.5 | 51.72% | +22.17% | -8.86% | +5.42% | 1.32% | 28:59 | 14:26 | 23:54 | 27:26 | 34:42 | 44:44 | 10:48 | 08:00 |
 | Beastmaster | 21 | 33.87% | 61.5 | 52.38% | +15.79% | +7.62% | -32.38% | -4.79% | 27:31 | 19:22 | 23:05 | 25:05 | 31:26 | 42:35 | 08:21 | 06:11 |
 | Magnus | 13 | 37.14% | 59.6 | 53.85% | +12.94% | +12.82% | +12.82% | 0.00% | 29:21 | 21:35 | 26:18 | 27:57 | 31:53 | 38:45 | 05:35 | 04:08 |
 | Broodmother | 7 | 9.86% | 57.7 | 71.43% | +16.74% | -21.43% | +28.57% | 5.48% | 33:25 | 21:35 | 28:05 | 35:33 | 37:12 | 41:52 | 09:07 | 06:45 |
 | Crystal Maiden | 5 | 6.02% | 55.8 | 80.00% | +32.56% | +20.00% | +20.00% | 0.00% | 37:31 | 33:08 | 33:08 | 35:50 | 37:27 | 45:46 | 04:19 | 03:11 |
 | Venomancer | 1 | 20.00% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 34:18 | 00:00 | 00:00 |
 | Ember Spirit | 7 | 6.31% | 51.9 | 71.43% | +18.55% | +28.57% | -21.43% | 0.00% | 43:24 | 28:42 | 29:07 | 37:24 | 51:47 | 1:01:50 | 22:40 | 16:47 |
 | Timbersaw | 4 | 11.43% | 50.0 | 75.00% | +20.16% | +25.00% | -75.00% | 0.00% | 39:53 | 26:41 | 26:41 | 35:44 | 38:27 | 58:40 | 11:46 | 08:42 |
 | Pugna | 10 | 83.33% | 48.1 | 40.00% | -60.00% | -6.67% | +10.00% | 3.26% | 17:21 | 10:16 | 13:39 | 17:07 | 18:46 | 32:13 | 05:07 | 03:47 |
 | Mars | 8 | 12.70% | 46.2 | 62.50% | +27.95% | -12.50% | -62.50% | -7.39% | 38:34 | 26:14 | 28:42 | 34:06 | 35:28 | 1:03:02 | 06:46 | 05:00 |
 | Shadow Demon | 12 | 63.16% | 44.2 | 41.67% | +13.10% | +58.33% | -41.67% | -11.28% | 21:50 | 12:45 | 15:46 | 18:01 | 24:38 | 44:02 | 08:52 | 06:34 |
 | Doom | 39 | 69.64% | 42.3 | 35.90% | +0.61% | +4.10% | -25.90% | -6.34% | 25:17 | 13:29 | 21:54 | 24:23 | 26:38 | 40:41 | 04:44 | 03:30 |
 | Lion | 1 | 14.29% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 37:56 | 00:00 | 00:00 |
 | Techies | 14 | 60.87% | 38.5 | 35.71% | -8.73% | +39.29% | -35.71% | -12.97% | 25:10 | 16:32 | 21:37 | 24:13 | 27:24 | 39:19 | 05:47 | 04:17 |
 | Pangolier | 12 | 11.88% | 36.5 | 50.00% | -8.43% | +16.67% | +16.67% | 0.00% | 41:29 | 32:42 | 36:07 | 40:22 | 43:43 | 56:19 | 07:36 | 05:37 |
 | Snapfire | 7 | 6.09% | 34.6 | 57.14% | +2.51% | +42.86% | +42.86% | 0.00% | 40:52 | 35:33 | 36:44 | 39:54 | 41:09 | 48:59 | 04:25 | 03:16 |
 | Outworld Destroyer | 5 | 45.45% | 32.7 | 40.00% | -43.33% | -40.00% | -40.00% | 0.00% | 26:42 | 19:33 | 19:33 | 26:19 | 28:56 | 37:23 | 09:23 | 06:57 |
 | Zeus | 22 | 81.48% | 30.8 | 27.27% | -12.73% | -10.60% | -7.27% | 0.30% | 24:09 | 13:59 | 19:15 | 21:44 | 30:31 | 37:14 | 11:16 | 08:20 |
 | Vengeful Spirit | 2 | 40.00% | 28.8 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 26:57 | 24:58 | 24:58 | 28:55 | 28:55 | 28:55 | 03:57 | 02:55 |
 | Bane | 5 | 41.67% | 26.9 | 40.00% | +11.43% | -40.00% | -40.00% | 0.00% | 22:03 | 15:17 | 15:17 | 22:36 | 23:42 | 28:48 | 08:25 | 06:14 |
 | Jakiro | 5 | 35.71% | 25.0 | 40.00% | +6.67% | -40.00% | -40.00% | 0.00% | 31:56 | 21:39 | 21:39 | 33:13 | 35:42 | 41:31 | 14:03 | 10:24 |
 | Underlord | 1 | 6.25% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Primal Beast | 3 | 4.62% | 21.2 | 66.67% | +18.28% | +33.33% | 0.00% | 0.00% | 38:20 | 29:17 | 29:17 | 29:24 | 56:18 | 56:18 | 27:01 | 20:00 |
 | Phantom Lancer | 2 | 28.57% | 19.2 | 50.00% | -30.00% | -50.00% | 0.00% | 0.00% | 36:57 | 31:28 | 31:28 | 42:25 | 42:25 | 42:25 | 10:57 | 08:06 |
 | Dragon Knight | 1 | 3.23% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Marci | 1 | 1.79% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 50.00% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 31:39 | 00:00 | 00:00 |
 | Grimstroke | 1 | 16.67% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 00:00 | 00:00 |
 | Legion Commander | 1 | 5.00% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Naga Siren | 1 | 2.17% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 1:05:38 | 00:00 | 00:00 |
 | Dazzle | 1 | 20.00% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:59 | 49:59 | 49:59 | 49:59 | 49:59 | 49:59 | 00:00 | 00:00 |
 | Lich | 1 | 12.50% | 3.8 | 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 |
 | Silencer | 1 | 1.61% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 30:16 | 00:00 | 00:00 |