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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 | 2935 | 8.37% | 53.4 | 54.72% | +6.24% | -1.72% | -2.95% | -0.11% | 22:29 | 06:26 | 16:05 | 21:05 | 26:56 | 1:09:57 | 08:02 |
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 | |
 | Leshrac | 233 | 58.99% | 100.0 | 62.66% | +19.45% | +8.03% | -5.76% | -1.57% | 22:48 | 13:08 | 17:52 | 21:19 | 26:38 | 46:13 | 08:46 | 06:29 |
 | Spirit Breaker | 57 | 13.90% | 98.4 | 68.42% | +26.21% | +10.15% | -18.42% | -2.75% | 37:16 | 21:07 | 31:44 | 37:21 | 42:07 | 57:55 | 10:23 | 07:41 |
 | Ember Spirit | 418 | 45.78% | 96.7 | 57.42% | +16.21% | +5.44% | -9.34% | -1.84% | 26:21 | 14:27 | 21:58 | 25:27 | 30:01 | 1:05:53 | 08:03 | 05:57 |
 | Primal Beast | 101 | 21.44% | 95.1 | 61.39% | +13.82% | +6.61% | -1.39% | -0.85% | 28:42 | 15:03 | 23:11 | 27:03 | 32:39 | 58:09 | 09:28 | 07:00 |
 | Storm Spirit | 502 | 90.61% | 93.4 | 53.78% | +28.78% | +2.57% | -5.78% | -1.41% | 18:57 | 09:22 | 15:31 | 17:56 | 21:26 | 54:20 | 05:55 | 04:22 |
 | Queen of Pain | 216 | 81.20% | 91.8 | 53.24% | +19.24% | +4.17% | +0.46% | -0.57% | 17:29 | 09:31 | 13:27 | 15:34 | 19:55 | 36:52 | 06:28 | 04:47 |
 | Necrophos | 26 | 56.52% | 90.2 | 57.69% | +7.69% | -14.83% | +8.98% | 2.11% | 25:20 | 12:51 | 20:08 | 22:20 | 31:25 | 37:50 | 11:17 | 08:21 |
 | Puck | 307 | 83.88% | 88.5 | 52.12% | +14.83% | +20.61% | -10.56% | -6.23% | 23:24 | 13:44 | 20:44 | 22:46 | 25:44 | 47:54 | 05:00 | 03:42 |
 | Timbersaw | 394 | 86.59% | 86.9 | 51.78% | +7.52% | +9.84% | -11.98% | -3.81% | 16:20 | 09:11 | 12:47 | 14:53 | 18:31 | 36:41 | 05:44 | 04:14 |
 | Death Prophet | 154 | 27.60% | 85.2 | 54.55% | +7.52% | -10.96% | +16.50% | 2.76% | 19:28 | 07:59 | 12:54 | 17:21 | 22:50 | 51:17 | 09:56 | 07:21 |
 | Skywrath Mage | 20 | 4.91% | 83.6 | 70.00% | +23.23% | +10.00% | +10.00% | 0.00% | 37:29 | 19:59 | 27:14 | 35:24 | 43:33 | 1:03:41 | 16:19 | 12:05 |
 | Earth Spirit | 39 | 19.60% | 82.0 | 56.41% | +12.66% | +3.59% | -26.41% | -2.46% | 29:59 | 11:03 | 23:30 | 29:50 | 35:42 | 53:58 | 12:12 | 09:02 |
 | Tinker | 28 | 66.67% | 80.3 | 50.00% | +14.29% | +21.43% | -35.71% | -12.29% | 28:39 | 18:46 | 26:24 | 27:00 | 31:03 | 38:36 | 04:39 | 03:26 |
 | Techies | 26 | 4.07% | 78.7 | 65.38% | +14.81% | +20.33% | +1.29% | -1.52% | 37:19 | 16:57 | 28:27 | 36:24 | 41:01 | 1:09:57 | 12:34 | 09:18 |
 | Zeus | 127 | 87.59% | 77.0 | 44.88% | +0.44% | +20.75% | -19.88% | -13.62% | 13:18 | 06:26 | 10:45 | 11:49 | 13:44 | 41:32 | 02:59 | 02:12 |
 | Viper | 7 | 7.78% | 75.4 | 71.43% | +20.83% | +28.57% | -21.43% | -10.31% | 29:28 | 25:39 | 26:34 | 30:22 | 31:25 | 31:53 | 04:51 | 03:35 |
 | Pudge | 16 | 12.03% | 73.8 | 56.25% | +5.82% | +18.75% | +18.75% | 0.00% | 34:07 | 18:33 | 28:33 | 31:42 | 38:27 | 50:50 | 09:54 | 07:20 |
 | Void Spirit | 68 | 16.39% | 72.1 | 45.59% | -6.57% | +25.00% | -16.18% | -4.26% | 22:11 | 08:57 | 17:08 | 20:35 | 26:48 | 46:26 | 09:40 | 07:09 |
 | Venomancer | 3 | 1.82% | 70.5 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% | 33:16 | 26:57 | 26:57 | 31:50 | 41:01 | 41:01 | 14:04 | 10:25 |
 | Centaur Warrunner | 9 | 4.37% | 68.9 | 66.67% | +19.97% | +33.33% | -66.67% | 0.00% | 33:49 | 24:03 | 24:27 | 27:08 | 36:30 | 1:08:44 | 12:03 | 08:55 |
 | Bristleback | 11 | 14.67% | 67.2 | 54.55% | +12.36% | +45.45% | -54.55% | -20.48% | 31:49 | 25:05 | 27:44 | 30:33 | 32:37 | 42:56 | 04:53 | 03:37 |
 | Hoodwink | 30 | 10.68% | 65.6 | 46.67% | +8.42% | +15.83% | +10.47% | -0.49% | 32:45 | 12:17 | 26:15 | 33:05 | 37:06 | 50:29 | 10:51 | 08:02 |
 | Witch Doctor | 4 | 6.45% | 63.9 | 75.00% | +21.55% | +25.00% | +25.00% | 0.00% | 30:09 | 20:50 | 20:50 | 24:23 | 28:23 | 47:01 | 07:33 | 05:35 |
 | Bloodseeker | 3 | 0.89% | 62.3 | 100.00% | +54.49% | 0.00% | 0.00% | 0.00% | 35:12 | 22:48 | 22:48 | 28:02 | 54:46 | 54:46 | 31:58 | 23:40 |
 | Axe | 7 | 8.97% | 60.7 | 57.14% | +7.84% | +42.86% | -7.14% | -5.30% | 34:05 | 24:54 | 29:01 | 33:50 | 38:27 | 39:55 | 09:26 | 06:59 |
 | Razor | 2 | 2.27% | 59.0 | 100.00% | +59.30% | 0.00% | 0.00% | 0.00% | 21:12 | 19:56 | 19:56 | 22:27 | 22:27 | 22:27 | 02:31 | 01:51 |
 | Clockwerk | 3 | 0.45% | 57.4 | 100.00% | +45.30% | 0.00% | 0.00% | 0.00% | 34:39 | 30:34 | 30:34 | 32:42 | 40:42 | 40:42 | 10:08 | 07:30 |
 | Arc Warden | 3 | 9.09% | 55.7 | 66.67% | +13.34% | -66.67% | 0.00% | 0.00% | 38:54 | 32:11 | 32:11 | 38:52 | 45:38 | 45:38 | 13:27 | 09:57 |
 | Nyx Assassin | 5 | 6.49% | 54.1 | 60.00% | +21.11% | -60.00% | +40.00% | 14.12% | 26:54 | 20:17 | 20:17 | 25:48 | 27:22 | 37:27 | 07:05 | 05:14 |
 | Keeper of the Light | 29 | 6.52% | 52.5 | 37.93% | -12.79% | +4.93% | +4.93% | 0.00% | 29:45 | 17:06 | 18:43 | 28:08 | 33:35 | 1:08:46 | 14:52 | 11:00 |
 | Silencer | 2 | 0.36% | 50.8 | 100.00% | +49.73% | 0.00% | 0.00% | 0.00% | 42:14 | 40:50 | 40:50 | 43:37 | 43:37 | 43:37 | 02:47 | 02:03 |
 | Enchantress | 2 | 0.36% | 49.2 | 100.00% | +54.01% | 0.00% | 0.00% | 0.00% | 40:34 | 33:00 | 33:00 | 48:07 | 48:07 | 48:07 | 15:07 | 11:11 |
 | Beastmaster | 7 | 0.96% | 47.5 | 57.14% | +1.68% | +42.86% | -7.14% | 0.00% | 33:32 | 25:34 | 27:13 | 30:31 | 34:30 | 50:07 | 07:17 | 05:23 |
 | Ancient Apparition | 3 | 3.16% | 45.9 | 66.67% | +12.32% | -66.67% | 0.00% | 0.00% | 39:23 | 38:15 | 38:15 | 38:40 | 41:14 | 41:14 | 02:59 | 02:12 |
 | Doom | 2 | 0.29% | 44.3 | 100.00% | +50.58% | 0.00% | 0.00% | 0.00% | 40:08 | 26:14 | 26:14 | 54:02 | 54:02 | 54:02 | 27:48 | 20:35 |
 | Lina | 14 | 5.04% | 42.6 | 35.71% | -17.70% | -10.71% | -2.38% | 0.00% | 26:28 | 07:46 | 26:06 | 26:49 | 31:13 | 36:00 | 05:07 | 03:47 |
 | Snapfire | 5 | 0.77% | 41.0 | 60.00% | +15.61% | +40.00% | -60.00% | 0.00% | 31:22 | 22:13 | 22:13 | 32:22 | 35:24 | 44:17 | 13:11 | 09:45 |
 | Tiny | 5 | 0.70% | 39.3 | 60.00% | +9.58% | -60.00% | +40.00% | 0.00% | 30:26 | 24:25 | 24:25 | 31:49 | 33:09 | 37:10 | 08:44 | 06:28 |
 | Grimstroke | 1 | 0.85% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Lion | 1 | 0.70% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 41:24 | 00:00 | 00:00 |
 | Visage | 1 | 0.51% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 51:50 | 00:00 | 00:00 |
 | Riki | 1 | 0.45% | 32.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 26:41 | 00:00 | 00:00 |
 | Alchemist | 1 | 0.38% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 26:47 | 00:00 | 00:00 |
 | Shadow Fiend | 1 | 0.38% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Enigma | 1 | 0.37% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Morphling | 1 | 0.19% | 26.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Undying | 1 | 0.15% | 24.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 40:38 | 00:00 | 00:00 |
 | Omniknight | 2 | 3.85% | 23.0 | 50.00% | -6.00% | +50.00% | 0.00% | 0.00% | 29:21 | 21:42 | 21:42 | 37:00 | 37:00 | 37:00 | 15:18 | 11:20 |
 | Gyrocopter | 2 | 1.61% | 21.3 | 50.00% | -0.82% | -50.00% | 0.00% | 0.00% | 43:09 | 32:41 | 32:41 | 53:37 | 53:37 | 53:37 | 20:56 | 15:30 |
 | Mirana | 6 | 0.85% | 19.7 | 33.33% | -21.54% | +16.67% | -33.33% | 0.00% | 43:19 | 30:09 | 32:29 | 33:33 | 56:13 | 1:07:32 | 23:44 | 17:34 |
 | Sand King | 4 | 13.79% | 18.0 | 25.00% | -11.00% | -25.00% | -25.00% | 0.00% | 30:13 | 17:07 | 17:07 | 17:58 | 37:18 | 48:29 | 20:11 | 14:57 |
 | Earthshaker | 2 | 1.16% | 16.4 | 50.00% | -5.29% | +50.00% | 0.00% | 0.00% | 32:57 | 28:21 | 28:21 | 37:32 | 37:32 | 37:32 | 09:11 | 06:48 |
 | Dark Seer | 2 | 0.65% | 14.8 | 50.00% | -1.64% | +50.00% | 0.00% | 0.00% | 36:17 | 21:13 | 21:13 | 51:20 | 51:20 | 51:20 | 30:07 | 22:18 |
 | Pugna | 2 | 0.52% | 13.1 | 50.00% | -5.15% | -50.00% | 0.00% | 0.00% | 23:43 | 20:03 | 20:03 | 27:23 | 27:23 | 27:23 | 07:20 | 05:25 |
 | Dark Willow | 3 | 1.32% | 11.5 | 33.33% | -16.00% | -33.33% | 0.00% | 0.00% | 43:19 | 27:40 | 27:40 | 39:45 | 1:02:31 | 1:02:31 | 34:51 | 25:48 |
 | Phoenix | 7 | 1.93% | 9.8 | 14.29% | -32.90% | +35.71% | -14.29% | 0.00% | 29:49 | 12:20 | 16:59 | 34:21 | 34:50 | 41:00 | 17:51 | 13:13 |
 | Batrider | 1 | 0.15% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 44:13 | 00:00 | 00:00 |
 | Rubick | 3 | 0.22% | 6.6 | 0.00% | -46.87% | 0.00% | 0.00% | 0.00% | 42:55 | 36:24 | 36:24 | 44:30 | 47:52 | 47:52 | 11:28 | 08:29 |
 | Invoker | 1 | 0.49% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 40:01 | 00:00 | 00:00 |
 | Broodmother | 1 | 0.28% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 30:03 | 00:00 | 00:00 |
 | Bounty Hunter | 2 | 1.27% | 1.6 | 0.00% | -55.41% | 0.00% | 0.00% | 0.00% | 32:09 | 22:52 | 22:52 | 41:25 | 41:25 | 41:25 | 18:33 | 13:44 |