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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 | |
 | Kaya | 2403 | 8.43% | 65.3 | 55.64% | +7.28% | -5.56% | -1.23% | 0.38% | 22:23 | 08:48 | 15:41 | 21:32 | 27:09 | 1:07:32 | 08:29 |
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 | |
 | Spirit Breaker | 33 | 13.64% | 100.0 | 72.73% | +30.15% | +2.27% | -10.23% | -1.28% | 32:31 | 17:36 | 27:47 | 31:58 | 37:34 | 49:02 | 09:47 | 07:14 |
 | Storm Spirit | 271 | 70.76% | 98.0 | 57.93% | +15.97% | -3.52% | -2.05% | 0.15% | 19:05 | 09:57 | 14:03 | 18:15 | 23:57 | 35:46 | 09:54 | 07:20 |
 | Primal Beast | 56 | 36.36% | 95.9 | 62.50% | +19.64% | +16.07% | -19.64% | -3.77% | 25:41 | 14:48 | 20:16 | 24:22 | 29:44 | 44:03 | 09:28 | 07:00 |
 | Puck | 384 | 70.46% | 93.9 | 57.29% | +16.30% | +14.59% | -5.21% | -3.09% | 24:42 | 10:41 | 21:22 | 23:41 | 27:47 | 44:19 | 06:25 | 04:45 |
 | Sand King | 53 | 20.95% | 91.8 | 64.15% | +17.65% | +28.16% | -10.30% | -4.76% | 28:33 | 16:47 | 23:38 | 27:37 | 31:43 | 49:14 | 08:05 | 05:59 |
 | Necrophos | 46 | 42.59% | 89.8 | 60.87% | +6.03% | +5.80% | -6.32% | -1.30% | 24:06 | 10:48 | 19:49 | 23:19 | 29:08 | 38:55 | 09:19 | 06:54 |
 | Leshrac | 194 | 65.76% | 87.8 | 56.19% | +17.58% | +2.99% | -10.36% | -1.53% | 20:44 | 09:43 | 16:16 | 19:22 | 24:59 | 45:13 | 08:43 | 06:27 |
 | Venomancer | 10 | 10.31% | 85.7 | 80.00% | +30.57% | -13.33% | +20.00% | 0.00% | 32:08 | 20:27 | 24:18 | 27:09 | 37:14 | 49:03 | 12:56 | 09:34 |
 | Ember Spirit | 117 | 20.35% | 83.7 | 59.83% | +12.89% | +12.58% | +2.24% | -1.28% | 27:34 | 16:24 | 23:05 | 27:14 | 31:11 | 49:57 | 08:06 | 06:00 |
 | Timbersaw | 218 | 75.43% | 81.6 | 53.21% | +15.18% | -5.94% | -6.91% | -0.14% | 20:19 | 10:01 | 16:39 | 19:50 | 23:49 | 54:14 | 07:10 | 05:18 |
 | Queen of Pain | 365 | 74.19% | 79.6 | 52.60% | +11.66% | +1.25% | +0.15% | -0.17% | 17:15 | 10:09 | 13:10 | 15:09 | 19:47 | 55:49 | 06:37 | 04:54 |
 | Void Spirit | 212 | 64.44% | 77.6 | 49.06% | +20.00% | -20.76% | +3.77% | 1.79% | 22:51 | 09:40 | 14:41 | 22:46 | 28:24 | 49:13 | 13:43 | 10:09 |
 | Death Prophet | 105 | 18.29% | 75.5 | 52.38% | +3.55% | -2.38% | -10.07% | -0.68% | 23:26 | 09:13 | 16:27 | 23:48 | 27:43 | 47:54 | 11:16 | 08:20 |
 | Pudge | 17 | 11.72% | 73.5 | 64.71% | +10.80% | +35.29% | -14.71% | -5.42% | 31:07 | 19:11 | 26:34 | 28:32 | 35:47 | 47:17 | 09:13 | 06:49 |
 | Zeus | 139 | 68.81% | 71.4 | 46.76% | -2.45% | -3.90% | +4.67% | 4.15% | 15:15 | 08:48 | 11:27 | 12:26 | 13:31 | 55:54 | 02:04 | 01:31 |
 | Gyrocopter | 4 | 2.41% | 69.4 | 100.00% | +56.79% | 0.00% | 0.00% | 0.00% | 33:21 | 23:52 | 23:52 | 29:22 | 37:54 | 42:15 | 14:02 | 10:23 |
 | Keeper of the Light | 40 | 15.38% | 67.3 | 55.00% | +7.27% | -5.00% | +5.00% | 1.24% | 23:13 | 12:01 | 17:24 | 21:36 | 25:27 | 50:39 | 08:03 | 05:57 |
 | Mirana | 7 | 2.20% | 65.3 | 85.71% | +27.51% | +14.29% | +14.29% | 0.00% | 34:54 | 21:41 | 22:28 | 35:38 | 40:58 | 45:29 | 18:30 | 13:42 |
 | Earth Spirit | 10 | 5.71% | 63.3 | 70.00% | +18.48% | -36.67% | +30.00% | 15.21% | 29:58 | 23:39 | 26:39 | 29:02 | 31:02 | 39:22 | 04:23 | 03:14 |
 | Hoodwink | 21 | 6.86% | 61.2 | 57.14% | +13.28% | -17.14% | -17.14% | 0.00% | 35:54 | 25:35 | 28:24 | 34:45 | 40:30 | 60:26 | 12:06 | 08:57 |
 | Techies | 11 | 23.91% | 59.2 | 54.55% | +28.84% | +45.45% | -54.55% | -13.89% | 33:35 | 24:19 | 27:18 | 30:10 | 34:30 | 54:12 | 07:12 | 05:20 |
 | Snapfire | 11 | 1.57% | 57.1 | 63.64% | +15.02% | +3.03% | -30.31% | 0.00% | 30:14 | 11:49 | 26:24 | 30:07 | 32:31 | 49:44 | 06:07 | 04:31 |
 | Clockwerk | 3 | 0.80% | 55.1 | 100.00% | +49.87% | 0.00% | 0.00% | 0.00% | 35:20 | 31:37 | 31:37 | 35:20 | 39:02 | 39:02 | 07:25 | 05:29 |
 | Lina | 10 | 3.25% | 53.1 | 60.00% | +11.34% | +6.67% | -10.00% | 0.00% | 25:54 | 13:30 | 18:36 | 23:49 | 33:31 | 37:16 | 14:55 | 11:02 |
 | Tinker | 6 | 23.08% | 51.0 | 50.00% | -5.00% | 0.00% | -50.00% | -6.59% | 30:19 | 20:09 | 24:20 | 26:14 | 31:55 | 47:58 | 07:35 | 05:37 |
 | Tiny | 7 | 0.91% | 49.0 | 71.43% | +21.36% | +28.57% | +28.57% | 0.00% | 39:30 | 21:51 | 31:17 | 42:14 | 43:09 | 49:37 | 11:52 | 08:47 |
 | Jakiro | 7 | 3.93% | 46.9 | 57.14% | +17.96% | -7.14% | -7.14% | 0.00% | 30:41 | 19:55 | 20:37 | 28:36 | 35:05 | 44:13 | 14:28 | 10:42 |
 | Viper | 4 | 1.62% | 44.9 | 75.00% | +25.21% | +25.00% | +25.00% | 0.00% | 38:08 | 28:12 | 28:12 | 34:58 | 38:32 | 50:51 | 10:20 | 07:39 |
 | Axe | 3 | 6.00% | 42.9 | 66.67% | +19.86% | +33.33% | 0.00% | 0.00% | 30:13 | 19:22 | 19:22 | 34:56 | 36:22 | 36:22 | 17:00 | 12:35 |
 | Razor | 2 | 0.44% | 40.8 | 100.00% | +48.88% | 0.00% | 0.00% | 0.00% | 35:09 | 27:34 | 27:34 | 42:43 | 42:43 | 42:43 | 15:09 | 11:13 |
 | Ancient Apparition | 1 | 1.49% | 38.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 37:10 | 00:00 | 00:00 |
 | Warlock | 1 | 0.93% | 36.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 33:15 | 00:00 | 00:00 |
 | Dark Seer | 1 | 0.87% | 34.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 25:08 | 00:00 | 00:00 |
 | Phoenix | 4 | 2.00% | 32.7 | 50.00% | -0.51% | +50.00% | -50.00% | 0.00% | 24:46 | 14:19 | 14:19 | 19:41 | 21:54 | 43:10 | 07:35 | 05:37 |
 | Pugna | 1 | 0.67% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 46:49 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.51% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 |
 | Chen | 1 | 0.47% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Tusk | 1 | 0.28% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Enchantress | 1 | 0.27% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 51:44 | 00:00 | 00:00 |
 | Skywrath Mage | 12 | 7.23% | 20.4 | 25.00% | -15.26% | -25.00% | +8.33% | 1.97% | 34:12 | 14:07 | 20:27 | 33:05 | 37:24 | 60:14 | 16:57 | 12:33 |
 | Bane | 1 | 0.15% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:07:32 | 1:07:32 | 1:07:32 | 1:07:32 | 1:07:32 | 1:07:32 | 00:00 | 00:00 |
 | Nature's Prophet | 2 | 1.09% | 16.3 | 50.00% | +0.55% | -50.00% | 0.00% | 0.00% | 41:43 | 38:45 | 38:45 | 44:40 | 44:40 | 44:40 | 05:55 | 04:22 |
 | Batrider | 2 | 0.71% | 14.3 | 50.00% | +1.44% | +50.00% | 0.00% | 0.00% | 38:44 | 32:33 | 32:33 | 44:55 | 44:55 | 44:55 | 12:22 | 09:09 |
 | Grimstroke | 3 | 0.78% | 12.2 | 33.33% | -11.29% | +66.67% | 0.00% | 0.00% | 39:15 | 27:32 | 27:32 | 37:27 | 52:47 | 52:47 | 25:15 | 18:42 |
 | Rubick | 1 | 0.30% | 10.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 31:19 | 00:00 | 00:00 |
 | Io | 1 | 0.25% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Invoker | 1 | 0.37% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 40:02 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 0.37% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 48:40 | 00:00 | 00:00 |
 | Tidehunter | 1 | 0.31% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 43:52 | 00:00 | 00:00 |