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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 | 2860 | 8.44% | 63.6 | 56.05% | +7.72% | -6.54% | -0.81% | 0.50% | 22:36 | 05:51 | 15:54 | 21:41 | 27:19 | 1:01:55 | 08:27 |
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 | |
 | Storm Spirit | 322 | 68.80% | 100.0 | 58.07% | +13.55% | -11.16% | -0.57% | 1.10% | 18:57 | 10:32 | 13:59 | 17:40 | 23:35 | 37:42 | 09:36 | 07:06 |
 | Primal Beast | 54 | 36.00% | 98.0 | 62.96% | +19.21% | +15.61% | -16.81% | -3.42% | 25:26 | 14:48 | 20:16 | 24:06 | 29:44 | 44:03 | 09:28 | 07:00 |
 | Puck | 486 | 71.05% | 95.9 | 57.61% | +16.70% | +12.88% | -3.06% | -2.54% | 24:31 | 10:41 | 21:11 | 23:32 | 27:27 | 44:19 | 06:16 | 04:38 |
 | Necrophos | 58 | 41.43% | 93.9 | 62.07% | +10.85% | -2.07% | -4.93% | -0.29% | 25:02 | 11:59 | 19:51 | 23:15 | 29:39 | 1:01:07 | 09:48 | 07:15 |
 | Tinker | 10 | 35.71% | 91.8 | 70.00% | +14.44% | -3.33% | -20.00% | -0.88% | 33:54 | 22:49 | 26:14 | 29:40 | 45:09 | 47:58 | 18:55 | 14:00 |
 | Leshrac | 226 | 67.66% | 89.8 | 56.64% | +14.97% | -4.01% | -4.85% | -0.10% | 20:48 | 09:58 | 16:16 | 19:37 | 24:59 | 45:13 | 08:43 | 06:27 |
 | Sand King | 94 | 23.68% | 87.8 | 60.64% | +16.09% | +10.19% | -17.16% | -3.18% | 28:47 | 12:31 | 24:12 | 28:02 | 32:48 | 46:30 | 08:36 | 06:22 |
 | Ember Spirit | 136 | 20.39% | 85.7 | 59.56% | +14.74% | +16.91% | -6.62% | -2.67% | 28:03 | 16:24 | 23:14 | 28:23 | 32:03 | 49:57 | 08:49 | 06:31 |
 | Timbersaw | 268 | 75.49% | 83.7 | 54.85% | +21.52% | -1.12% | -4.10% | -0.42% | 20:38 | 07:58 | 16:43 | 19:51 | 23:49 | 54:14 | 07:06 | 05:15 |
 | Earth Spirit | 11 | 5.34% | 81.6 | 81.82% | +29.00% | -15.15% | +18.18% | 5.49% | 29:12 | 21:03 | 24:58 | 30:22 | 31:02 | 39:22 | 06:04 | 04:29 |
 | Spirit Breaker | 23 | 8.58% | 79.6 | 69.57% | +27.94% | +13.76% | -2.90% | -1.69% | 34:26 | 17:36 | 28:45 | 32:43 | 38:35 | 49:02 | 09:50 | 07:17 |
 | Queen of Pain | 358 | 70.06% | 77.6 | 52.23% | +8.44% | +9.99% | +2.83% | -1.08% | 17:08 | 10:09 | 13:11 | 14:52 | 19:47 | 55:49 | 06:36 | 04:53 |
 | Void Spirit | 299 | 66.89% | 75.5 | 51.51% | +15.02% | -11.51% | -2.18% | 0.68% | 22:44 | 09:40 | 14:49 | 23:04 | 28:37 | 48:56 | 13:48 | 10:13 |
 | Keeper of the Light | 62 | 16.53% | 73.5 | 58.06% | +7.26% | +4.44% | -4.73% | -1.00% | 22:21 | 05:51 | 16:39 | 20:36 | 25:51 | 50:39 | 09:12 | 06:48 |
 | Venomancer | 11 | 11.00% | 71.4 | 72.73% | +23.29% | -6.06% | -6.06% | 0.00% | 31:09 | 17:49 | 23:02 | 30:44 | 34:41 | 49:03 | 11:39 | 08:37 |
 | Death Prophet | 131 | 19.01% | 69.4 | 54.20% | +4.56% | -11.78% | -5.72% | 0.56% | 23:18 | 08:49 | 17:21 | 24:01 | 28:08 | 47:54 | 10:47 | 07:59 |
 | Mirana | 11 | 2.64% | 67.3 | 81.82% | +25.03% | +18.18% | -15.15% | -2.22% | 38:41 | 21:41 | 30:12 | 40:58 | 45:13 | 52:08 | 15:01 | 11:07 |
 | Techies | 9 | 21.95% | 65.3 | 66.67% | +35.42% | +33.33% | -66.67% | 0.00% | 30:52 | 24:19 | 24:51 | 29:09 | 34:30 | 42:19 | 09:39 | 07:08 |
 | Zeus | 162 | 63.53% | 63.3 | 46.30% | -5.31% | -9.71% | +6.20% | 7.29% | 16:22 | 08:48 | 11:29 | 12:33 | 13:40 | 59:26 | 02:11 | 01:37 |
 | Lina | 12 | 3.29% | 61.2 | 75.00% | +27.41% | -8.33% | -8.33% | 0.00% | 28:12 | 13:30 | 18:36 | 29:39 | 33:31 | 41:31 | 14:55 | 11:02 |
 | Clockwerk | 4 | 0.87% | 59.2 | 100.00% | +50.98% | 0.00% | 0.00% | 0.00% | 40:57 | 31:37 | 31:37 | 35:20 | 39:02 | 57:49 | 07:25 | 05:29 |
 | Hoodwink | 26 | 5.73% | 57.1 | 53.85% | +8.29% | -10.99% | -20.52% | -0.85% | 37:00 | 24:21 | 30:03 | 34:45 | 41:17 | 60:27 | 11:14 | 08:19 |
 | Pudge | 14 | 9.15% | 55.1 | 57.14% | +0.31% | +17.86% | +9.53% | -0.74% | 33:47 | 20:48 | 27:08 | 32:31 | 38:21 | 47:17 | 11:13 | 08:18 |
 | Ancient Apparition | 2 | 2.47% | 53.1 | 100.00% | +53.16% | 0.00% | 0.00% | 0.00% | 32:05 | 26:59 | 26:59 | 37:10 | 37:10 | 37:10 | 10:11 | 07:32 |
 | Warlock | 2 | 1.41% | 51.0 | 100.00% | +50.71% | 0.00% | 0.00% | 0.00% | 36:57 | 33:15 | 33:15 | 40:39 | 40:39 | 40:39 | 07:24 | 05:28 |
 | Viper | 2 | 0.68% | 49.0 | 100.00% | +52.58% | 0.00% | 0.00% | 0.00% | 44:42 | 38:32 | 38:32 | 50:51 | 50:51 | 50:51 | 12:19 | 09:07 |
 | Jakiro | 5 | 2.34% | 46.9 | 60.00% | +10.24% | +40.00% | -60.00% | 0.00% | 28:07 | 18:36 | 18:36 | 26:38 | 35:05 | 39:41 | 16:29 | 12:12 |
 | Snapfire | 8 | 0.99% | 44.9 | 50.00% | +4.71% | 0.00% | 0.00% | 0.00% | 28:42 | 11:49 | 14:51 | 29:30 | 36:13 | 49:44 | 21:22 | 15:49 |
 | Tiny | 12 | 1.23% | 42.9 | 41.67% | -9.68% | -41.67% | +25.00% | 4.66% | 38:04 | 23:46 | 28:50 | 33:01 | 43:09 | 1:01:55 | 14:19 | 10:36 |
 | Phoenix | 3 | 1.33% | 40.8 | 66.67% | +14.42% | +33.33% | 0.00% | 0.00% | 23:56 | 14:19 | 14:19 | 14:19 | 43:10 | 43:10 | 28:51 | 21:22 |
 | Pugna | 3 | 1.32% | 38.8 | 66.67% | +20.24% | +33.33% | 0.00% | 0.00% | 35:00 | 23:16 | 23:16 | 34:54 | 46:49 | 46:49 | 23:33 | 17:26 |
 | Batrider | 3 | 0.97% | 36.7 | 66.67% | +19.13% | +33.33% | 0.00% | 0.00% | 37:35 | 32:33 | 32:33 | 35:17 | 44:55 | 44:55 | 12:22 | 09:09 |
 | Skywrath Mage | 12 | 4.53% | 34.7 | 33.33% | -16.08% | -33.33% | 0.00% | 0.00% | 34:26 | 14:07 | 20:27 | 32:31 | 46:03 | 60:14 | 25:36 | 18:57 |
 | Dark Seer | 1 | 0.87% | 32.7 | 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 |
 | Chen | 1 | 0.53% | 30.6 | 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 |
 | Shadow Fiend | 1 | 0.48% | 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 |
 | Gyrocopter | 1 | 0.47% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 0.38% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 00:00 | 00:00 |
 | Io | 1 | 0.23% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Enchantress | 1 | 0.22% | 20.4 | 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 |
 | Razor | 1 | 0.19% | 18.4 | 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 |
 | Axe | 2 | 3.45% | 16.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 35:39 | 34:56 | 34:56 | 36:22 | 36:22 | 36:22 | 01:26 | 01:03 |
 | Nature's Prophet | 2 | 0.96% | 14.3 | 50.00% | +2.17% | -50.00% | 0.00% | 0.00% | 41:43 | 38:45 | 38:45 | 44:40 | 44:40 | 44:40 | 05:55 | 04:22 |
 | Invoker | 2 | 0.61% | 12.2 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 35:15 | 30:27 | 30:27 | 40:02 | 40:02 | 40:02 | 09:35 | 07:05 |
 | Beastmaster | 2 | 0.45% | 10.2 | 50.00% | -7.72% | +50.00% | 0.00% | 0.00% | 45:04 | 32:47 | 32:47 | 57:21 | 57:21 | 57:21 | 24:34 | 18:11 |
 | Winter Wyvern | 1 | 0.33% | 8.2 | 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 |
 | Grimstroke | 2 | 0.36% | 6.1 | 0.00% | -43.59% | 0.00% | 0.00% | 0.00% | 51:47 | 50:46 | 50:46 | 52:47 | 52:47 | 52:47 | 02:01 | 01:29 |
 | Rubick | 1 | 0.26% | 4.1 | 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 |
 | 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 |