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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 | 377 | 10.50% | 74.2 | 55.97% | +8.77% | -7.03% | +6.80% | 1.05% | 28:33 | 08:10 | 21:17 | 27:53 | 34:24 | 56:59 | 09:42 |
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 | |
 | Dazzle | 5 | 17.86% | 100.0 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 32:46 | 25:12 | 25:12 | 34:22 | 36:54 | 37:08 | 11:42 | 08:40 |
 | Enigma | 30 | 41.10% | 98.2 | 76.67% | +18.53% | -1.67% | -5.24% | -0.27% | 25:11 | 08:10 | 18:50 | 23:50 | 31:50 | 45:20 | 13:00 | 09:37 |
 | Tinker | 1 | 50.00% | 96.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 00:00 | 00:00 |
 | Pugna | 3 | 100.00% | 94.6 | 66.67% | +66.67% | -66.67% | 0.00% | 37.39% | 09:31 | 08:46 | 08:46 | 09:13 | 10:33 | 10:33 | 01:47 | 01:19 |
 | Ancient Apparition | 3 | 21.43% | 92.9 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 45:51 | 42:01 | 42:01 | 45:08 | 50:23 | 50:23 | 08:22 | 06:11 |
 | Earthshaker | 30 | 39.47% | 91.1 | 63.33% | +22.03% | +11.67% | -20.47% | -4.28% | 33:29 | 19:54 | 29:14 | 32:01 | 36:45 | 52:53 | 07:31 | 05:34 |
 | Zeus | 20 | 66.67% | 89.3 | 60.00% | +20.00% | 0.00% | +20.00% | 2.95% | 22:11 | 13:04 | 16:37 | 21:32 | 23:24 | 37:33 | 06:47 | 05:01 |
 | Vengeful Spirit | 12 | 40.00% | 87.5 | 66.67% | +22.23% | 0.00% | -33.34% | -2.46% | 30:56 | 19:33 | 23:51 | 28:03 | 37:24 | 52:27 | 13:33 | 10:02 |
 | Batrider | 46 | 61.33% | 85.7 | 56.52% | +15.14% | +10.15% | -11.07% | -2.46% | 29:19 | 15:11 | 24:16 | 27:57 | 32:54 | 47:46 | 08:38 | 06:23 |
 | Witch Doctor | 5 | 20.00% | 83.9 | 80.00% | +25.00% | +20.00% | +20.00% | 0.00% | 34:35 | 27:20 | 27:20 | 36:02 | 37:31 | 40:17 | 10:11 | 07:32 |
 | Omniknight | 10 | 23.81% | 82.1 | 70.00% | +32.50% | +30.00% | +30.00% | 0.00% | 29:38 | 22:34 | 25:39 | 26:58 | 31:05 | 41:53 | 05:26 | 04:01 |
 | Skywrath Mage | 7 | 26.92% | 80.4 | 71.43% | +34.59% | -21.43% | -21.43% | 0.00% | 23:17 | 16:28 | 17:50 | 22:59 | 25:39 | 29:57 | 07:49 | 05:47 |
 | Death Prophet | 27 | 23.08% | 78.6 | 55.56% | +13.34% | -12.70% | +1.58% | 1.29% | 25:24 | 10:15 | 17:52 | 24:11 | 28:57 | 56:59 | 11:05 | 08:12 |
 | Lich | 4 | 16.67% | 76.8 | 75.00% | +30.00% | +25.00% | -75.00% | -11.01% | 30:03 | 20:52 | 20:52 | 29:32 | 29:57 | 39:49 | 09:05 | 06:43 |
 | Puck | 16 | 44.44% | 75.0 | 50.00% | +10.00% | +25.00% | 0.00% | -2.38% | 34:34 | 26:07 | 27:13 | 32:56 | 37:44 | 51:09 | 10:31 | 07:47 |
 | Grimstroke | 1 | 20.00% | 73.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 00:00 | 00:00 |
 | Dark Seer | 3 | 27.27% | 71.4 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 40:52 | 37:44 | 37:44 | 42:08 | 42:44 | 42:44 | 05:00 | 03:42 |
 | Doom | 2 | 5.71% | 69.6 | 100.00% | +51.52% | 0.00% | 0.00% | 0.00% | 31:54 | 22:58 | 22:58 | 40:49 | 40:49 | 40:49 | 17:51 | 13:13 |
 | Winter Wyvern | 7 | 22.58% | 67.9 | 57.14% | +27.97% | -7.14% | -7.14% | 0.00% | 33:34 | 18:47 | 24:24 | 31:47 | 36:37 | 51:01 | 12:13 | 09:02 |
 | Lina | 14 | 21.88% | 66.1 | 50.00% | -4.00% | +50.00% | -50.00% | -60.61% | 12:27 | 10:07 | 10:28 | 11:10 | 12:07 | 19:41 | 01:39 | 01:13 |
 | Axe | 1 | 16.67% | 64.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Nyx Assassin | 2 | 4.76% | 62.5 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 50:08 | 48:44 | 48:44 | 51:31 | 51:31 | 51:31 | 02:47 | 02:03 |
 | Disruptor | 2 | 4.65% | 60.7 | 100.00% | +39.02% | 0.00% | 0.00% | 0.00% | 43:49 | 40:58 | 40:58 | 46:40 | 46:40 | 46:40 | 05:42 | 04:13 |
 | Beastmaster | 7 | 16.28% | 58.9 | 57.14% | +4.36% | -7.14% | -7.14% | 0.00% | 33:32 | 25:56 | 29:41 | 31:22 | 34:14 | 45:56 | 04:33 | 03:22 |
 | Void Spirit | 5 | 16.67% | 57.1 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 35:52 | 32:15 | 32:15 | 33:32 | 35:42 | 45:12 | 03:27 | 02:33 |
 | Rubick | 20 | 68.97% | 55.4 | 35.00% | +12.78% | +5.00% | +5.00% | 0.00% | 22:32 | 14:11 | 17:01 | 21:02 | 27:27 | 33:48 | 10:26 | 07:43 |
 | Bane | 4 | 28.57% | 53.6 | 50.00% | +20.00% | -50.00% | -50.00% | 0.00% | 19:39 | 13:07 | 13:07 | 20:30 | 22:24 | 22:33 | 09:17 | 06:52 |
 | Lion | 1 | 9.09% | 51.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:40 | 23:40 | 23:40 | 23:40 | 23:40 | 23:40 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:58 | 52:58 | 52:58 | 52:58 | 52:58 | 52:58 | 00:00 | 00:00 |
 | Leshrac | 3 | 9.38% | 48.2 | 66.67% | +8.05% | +33.33% | 0.00% | 0.00% | 34:04 | 33:11 | 33:11 | 33:37 | 35:23 | 35:23 | 02:12 | 01:37 |
 | Keeper of the Light | 2 | 40.00% | 46.4 | 50.00% | +50.00% | -50.00% | 0.00% | 4.17% | 31:42 | 25:42 | 25:42 | 37:42 | 37:42 | 37:42 | 12:00 | 08:53 |
 | Hoodwink | 17 | 58.62% | 44.6 | 29.41% | -20.59% | +20.59% | +20.59% | 0.00% | 21:53 | 14:45 | 18:51 | 22:00 | 24:36 | 27:14 | 05:45 | 04:15 |
 | Chaos Knight | 1 | 7.14% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Pudge | 3 | 6.52% | 41.1 | 66.67% | +8.53% | -66.67% | 0.00% | 0.00% | 36:42 | 28:50 | 28:50 | 35:56 | 45:21 | 45:21 | 16:31 | 12:14 |
 | Dark Willow | 4 | 16.00% | 39.3 | 50.00% | +7.14% | -50.00% | +50.00% | 0.00% | 37:25 | 27:30 | 27:30 | 36:18 | 40:52 | 45:00 | 13:22 | 09:54 |
 | Nature's Prophet | 1 | 5.26% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:15 | 53:15 | 53:15 | 53:15 | 53:15 | 53:15 | 00:00 | 00:00 |
 | Jakiro | 5 | 29.41% | 35.7 | 40.00% | -1.67% | -40.00% | +60.00% | 0.00% | 35:52 | 22:55 | 22:55 | 32:21 | 49:42 | 50:35 | 26:47 | 19:50 |
 | Silencer | 1 | 5.00% | 33.9 | 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 |
 | Techies | 4 | 80.00% | 32.1 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 27:03 | 19:53 | 19:53 | 25:29 | 29:04 | 33:44 | 09:11 | 06:48 |
 | Shadow Demon | 9 | 75.00% | 30.4 | 22.22% | -44.45% | +27.78% | -22.22% | -3.98% | 23:51 | 16:17 | 18:09 | 20:37 | 30:43 | 31:15 | 12:34 | 09:18 |
 | Shadow Shaman | 7 | 46.67% | 28.6 | 28.57% | -21.43% | +21.43% | -28.57% | -8.22% | 17:53 | 13:54 | 14:12 | 18:08 | 20:17 | 22:15 | 06:05 | 04:30 |
 | Phantom Lancer | 2 | 18.18% | 26.8 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 42:06 | 36:35 | 36:35 | 47:37 | 47:37 | 47:37 | 11:02 | 08:10 |
 | Primal Beast | 1 | 1.20% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Pangolier | 5 | 7.58% | 23.2 | 40.00% | -17.38% | +60.00% | +60.00% | 0.00% | 39:40 | 29:37 | 29:37 | 42:23 | 46:09 | 48:25 | 16:32 | 12:14 |
 | Marci | 9 | 6.52% | 21.4 | 33.33% | -25.58% | +66.67% | +16.67% | -5.02% | 27:19 | 16:23 | 20:51 | 27:49 | 30:49 | 38:18 | 09:58 | 07:22 |
 | Undying | 1 | 0.80% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Venomancer | 2 | 9.09% | 17.9 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 32:51 | 29:19 | 29:19 | 36:22 | 36:22 | 36:22 | 07:03 | 05:13 |
 | Arc Warden | 2 | 66.67% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:33 | 19:19 | 19:19 | 27:46 | 27:46 | 27:46 | 08:27 | 06:15 |
 | Tiny | 1 | 1.16% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:36 | 41:36 | 41:36 | 41:36 | 41:36 | 41:36 | 00:00 | 00:00 |
 | Tusk | 1 | 1.32% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 39:47 | 00:00 | 00:00 |
 | Timbersaw | 1 | 3.33% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 50:17 | 00:00 | 00:00 |
 | Snapfire | 1 | 1.61% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 3.57% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 50:42 | 00:00 | 00:00 |
 | Invoker | 1 | 2.38% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:49 | 48:49 | 48:49 | 48:49 | 48:49 | 48:49 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 5.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 00:00 | 00:00 |
 | Oracle | 2 | 28.57% | 1.8 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 21:55 | 20:28 | 20:28 | 23:21 | 23:21 | 23:21 | 02:53 | 02:08 |