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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 | 991 | 4.61% | 78.5 | 60.24% | +11.14% | +1.05% | -6.21% | -0.69% | 24:37 | 09:20 | 18:56 | 24:50 | 29:24 | 1:05:41 | 07:45 |
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 | |
 | Necrophos | 9 | 20.93% | 100.0 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 23:56 | 16:39 | 19:10 | 23:25 | 26:52 | 34:47 | 07:42 | 05:42 |
 | Sand King | 9 | 5.00% | 97.7 | 100.00% | +54.39% | 0.00% | 0.00% | 0.00% | 28:55 | 24:48 | 25:05 | 30:13 | 31:03 | 33:05 | 05:58 | 04:25 |
 | Timbersaw | 157 | 50.81% | 95.5 | 63.06% | +23.59% | +6.17% | -1.52% | -0.68% | 24:55 | 10:46 | 18:51 | 25:15 | 30:13 | 45:35 | 11:22 | 08:25 |
 | Death Prophet | 42 | 11.02% | 93.2 | 69.05% | +20.08% | +21.86% | -29.05% | -4.91% | 27:42 | 15:57 | 21:43 | 27:22 | 32:05 | 53:30 | 10:22 | 07:40 |
 | Storm Spirit | 215 | 79.93% | 90.9 | 57.67% | +37.30% | +7.14% | -5.82% | -0.96% | 20:15 | 09:20 | 12:55 | 18:10 | 26:21 | 45:17 | 13:26 | 09:57 |
 | Io | 25 | 17.48% | 88.6 | 68.00% | +14.61% | +15.33% | -1.33% | -2.97% | 28:10 | 20:19 | 24:42 | 27:13 | 30:19 | 39:48 | 05:37 | 04:09 |
 | Void Spirit | 113 | 22.87% | 86.4 | 57.52% | +14.74% | -18.23% | -7.52% | 1.28% | 26:27 | 10:53 | 22:02 | 26:21 | 30:26 | 44:25 | 08:24 | 06:13 |
 | Beastmaster | 23 | 8.46% | 84.1 | 69.57% | +12.54% | +13.76% | +13.76% | 0.00% | 29:32 | 18:21 | 23:43 | 30:03 | 32:07 | 50:53 | 08:24 | 06:13 |
 | Bristleback | 10 | 7.19% | 81.8 | 80.00% | +31.94% | -13.33% | +20.00% | 0.00% | 26:51 | 20:00 | 24:21 | 25:46 | 31:11 | 33:22 | 06:50 | 05:03 |
 | Puck | 58 | 9.12% | 79.5 | 62.07% | +8.61% | +4.60% | -12.07% | -3.32% | 25:20 | 10:42 | 21:50 | 24:24 | 26:51 | 39:30 | 05:01 | 03:42 |
 | Leshrac | 201 | 70.53% | 77.3 | 51.24% | +11.95% | +12.76% | -15.24% | -3.37% | 23:09 | 09:50 | 18:38 | 22:51 | 26:56 | 44:56 | 08:18 | 06:08 |
 | Doom | 7 | 4.35% | 75.0 | 85.71% | +35.06% | +14.29% | -35.71% | 0.00% | 26:44 | 22:19 | 22:36 | 28:03 | 28:23 | 31:35 | 05:47 | 04:17 |
 | Zeus | 11 | 44.00% | 72.7 | 54.55% | +25.98% | +12.12% | -21.22% | -6.62% | 30:41 | 15:23 | 25:50 | 27:47 | 30:52 | 55:23 | 05:02 | 03:43 |
 | Ember Spirit | 34 | 11.53% | 70.5 | 55.88% | +7.60% | -0.32% | -18.38% | -2.04% | 27:15 | 18:21 | 21:33 | 24:57 | 30:24 | 41:39 | 08:51 | 06:33 |
 | Dark Seer | 6 | 3.41% | 68.2 | 83.33% | +35.09% | +16.67% | -83.33% | 0.00% | 26:38 | 23:53 | 24:35 | 25:51 | 28:19 | 29:56 | 03:44 | 02:45 |
 | Centaur Warrunner | 4 | 1.28% | 65.9 | 100.00% | +49.35% | 0.00% | 0.00% | 0.00% | 39:30 | 21:36 | 21:36 | 32:10 | 38:31 | 1:05:41 | 16:55 | 12:31 |
 | Queen of Pain | 5 | 4.42% | 63.6 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | 25:58 | 21:31 | 21:31 | 26:17 | 26:58 | 31:42 | 05:27 | 04:02 |
 | Troll Warlord | 9 | 3.42% | 61.4 | 66.67% | +12.73% | +33.33% | +33.33% | 0.00% | 26:20 | 20:27 | 21:46 | 26:04 | 28:36 | 31:26 | 06:50 | 05:03 |
 | Morphling | 5 | 1.95% | 59.1 | 80.00% | +31.59% | +20.00% | -80.00% | 0.00% | 32:12 | 26:10 | 26:10 | 34:45 | 36:02 | 36:37 | 09:52 | 07:18 |
 | Techies | 3 | 18.75% | 56.8 | 66.67% | +28.21% | -66.67% | 0.00% | 0.00% | 22:31 | 12:28 | 12:28 | 16:59 | 38:06 | 38:06 | 25:38 | 18:59 |
 | Earth Spirit | 5 | 1.21% | 54.5 | 80.00% | +36.02% | -80.00% | +20.00% | 0.00% | 26:57 | 23:11 | 23:11 | 24:21 | 25:18 | 37:34 | 02:07 | 01:34 |
 | Viper | 2 | 1.02% | 52.3 | 100.00% | +49.48% | 0.00% | 0.00% | 0.00% | 31:31 | 29:30 | 29:30 | 33:32 | 33:32 | 33:32 | 04:02 | 02:59 |
 | Tidehunter | 2 | 0.67% | 50.0 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 38:28 | 29:58 | 29:58 | 46:57 | 46:57 | 46:57 | 16:59 | 12:34 |
 | Snapfire | 5 | 1.42% | 47.7 | 60.00% | +8.27% | +40.00% | +40.00% | 0.00% | 19:34 | 14:14 | 14:14 | 16:45 | 19:14 | 32:11 | 05:00 | 03:42 |
 | Outworld Destroyer | 3 | 2.61% | 45.5 | 66.67% | +25.60% | -66.67% | 0.00% | 0.00% | 31:55 | 23:01 | 23:01 | 26:52 | 45:51 | 45:51 | 22:50 | 16:54 |
 | Gyrocopter | 3 | 1.68% | 43.2 | 66.67% | +22.92% | +33.33% | 0.00% | 0.00% | 31:51 | 27:12 | 27:12 | 28:10 | 40:12 | 40:12 | 13:00 | 09:37 |
 | Pugna | 1 | 2.13% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 26:18 | 00:00 | 00:00 |
 | Broodmother | 1 | 1.08% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Venomancer | 1 | 1.03% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 14:56 | 00:00 | 00:00 |
 | Windranger | 1 | 1.00% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 27:19 | 00:00 | 00:00 |
 | Underlord | 1 | 0.80% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 21:36 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 0.57% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Batrider | 1 | 0.46% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 31:10 | 00:00 | 00:00 |
 | Tiny | 4 | 1.18% | 25.0 | 50.00% | +2.84% | +50.00% | -50.00% | 0.00% | 32:38 | 21:06 | 21:06 | 29:26 | 30:12 | 49:49 | 09:06 | 06:44 |
 | Lina | 1 | 0.39% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 31:56 | 00:00 | 00:00 |
 | Phoenix | 2 | 0.43% | 20.5 | 50.00% | -4.03% | +50.00% | 0.00% | 0.00% | 34:38 | 29:30 | 29:30 | 39:46 | 39:46 | 39:46 | 10:16 | 07:36 |
 | Tinker | 2 | 28.57% | 18.2 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 25:01 | 22:27 | 22:27 | 27:34 | 27:34 | 27:34 | 05:07 | 03:47 |
 | Invoker | 1 | 0.43% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 33:43 | 00:00 | 00:00 |
 | Oracle | 1 | 0.32% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |
 | Grimstroke | 1 | 0.22% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 00:00 | 00:00 |
 | Hoodwink | 3 | 1.82% | 9.1 | 0.00% | -53.09% | 0.00% | 0.00% | 0.00% | 39:39 | 34:05 | 34:05 | 41:13 | 43:39 | 43:39 | 09:34 | 07:05 |
 | Night Stalker | 1 | 1.59% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 38:01 | 00:00 | 00:00 |
 | Razor | 1 | 0.78% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 45:44 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 0.34% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |